[go: up one dir, main page]

WO2019049529A1 - Condition monitoring system and method - Google Patents

Condition monitoring system and method Download PDF

Info

Publication number
WO2019049529A1
WO2019049529A1 PCT/JP2018/027451 JP2018027451W WO2019049529A1 WO 2019049529 A1 WO2019049529 A1 WO 2019049529A1 JP 2018027451 W JP2018027451 W JP 2018027451W WO 2019049529 A1 WO2019049529 A1 WO 2019049529A1
Authority
WO
WIPO (PCT)
Prior art keywords
work
worker
information
unit
monitoring system
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/JP2018/027451
Other languages
French (fr)
Japanese (ja)
Inventor
誉之 岡野
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Konica Minolta Inc
Original Assignee
Konica Minolta Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Konica Minolta Inc filed Critical Konica Minolta Inc
Publication of WO2019049529A1 publication Critical patent/WO2019049529A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Images

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B3/00Apparatus for testing the eyes; Instruments for examining the eyes
    • A61B3/10Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions
    • A61B3/113Objective types, i.e. instruments for examining the eyes independent of the patients' perceptions or reactions for determining or recording eye movement
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/02Detecting, measuring or recording for evaluating the cardiovascular system, e.g. pulse, heart rate, blood pressure or blood flow
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/16Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/24Detecting, measuring or recording bioelectric or biomagnetic signals of the body or parts thereof
    • A61B5/316Modalities, i.e. specific diagnostic methods
    • A61B5/369Electroencephalography [EEG]
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/418Total factory control, i.e. centrally controlling a plurality of machines, e.g. direct or distributed numerical control [DNC], flexible manufacturing systems [FMS], integrated manufacturing systems [IMS] or computer integrated manufacturing [CIM]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling

Definitions

  • the present invention relates to a state monitoring system and a state monitoring method for monitoring the state of a worker who works at a work site.
  • Patent Document 1 discloses an apparatus which is attached to the head of a subject and detects a brain activity signal of the subject.
  • This device is configured by arranging an electrode for detecting a brain activity signal inside a member (frame) such as a headband.
  • a wearable biological information detection apparatus has been realized.
  • Patent Document 2 proposes a head-mounted device provided with a sensor that monitors the movement of the driver's eyes and a motion sensor (for example, an acceleration sensor).
  • the former sensor can detect the direction of the driver's eye, and the latter sensor can detect vibration to detect whether the vehicle is moving or stationary. Therefore, by using the information detected by both the sensors, it is possible to monitor drowsiness and carelessness during driving of the driver and to take appropriate measures as necessary. For example, if the driver is gazing downward at a longer time than a predetermined time and the vehicle is moving, an alert is issued on the assumption that the driver is careless.
  • Patent Document 3 a working state management system for a power tool is proposed, which enables appropriate work according to the working state by transmitting work navigation information giving work instructions according to the working state to the power tool. It is done.
  • a site such as a factory where product production (including product processing and assembly) is performed
  • a site such as a distribution warehouse where parts and products are put in and out
  • work sites a site such as a distribution warehouse where parts and products are put in and out
  • improvement of work aiming at improvement of work efficiency is considered daily.
  • the number of product defects (mistakes) and the length of tact time have been used as indicators to identify the work to be improved, and it is determined whether the workers can comfortably work in the improvement of the work. It was rare to be considered. Therefore, for example, the working time is short, but the worker's physical condition is not good, and the hard work etc.
  • Patent Document 1 only discloses an example of the apparatus which detects biological information (brain activity signal), and the relationship between the biological information and the operation
  • "comfort of work” can not be pursued and grasped.
  • Patent Document 2 detects the direction of eyes while the driver is driving on a vehicle and detects the presence or absence of carelessness. It is not intended to detect biological information or improve work at the work site where it is used.
  • patent document 3 transmits operation
  • the present invention has been made to solve the above-mentioned problems, and the purpose thereof is to grasp the "comfort of the work" of the worker in relation to the work performed by the worker at the work site.
  • An object of the present invention is to provide a condition monitoring system and a condition monitoring method capable of preventing an accident or a disease during the work of a worker and improving the work efficiency by improving the work based on the "comfort of the work”.
  • the state monitoring system is a state monitoring system that monitors the state of a worker who works at a work site, and includes information for specifying the work performed by the worker at the work site, the work information And a biological information detection unit for detecting biological information that changes along with the work of the worker, and an index for determining the state of the worker based on the biological information And a task information / bioindex storage unit for storing the task information and the bioindex in association with each other.
  • a state monitoring method is a state monitoring method for monitoring the state of a worker who performs work at a work site, the information for specifying the work performed by the worker at the work site, An indicator for determining the state of the worker based on the work information acquisition process to be acquired as information, the living body information detection process for detecting the living body information that changes along with the work of the worker, and the living body information And a storage step of associating and storing the work information and the biometric index.
  • Work information / bioindicator storage unit by associating work information (for example, work name) about the work performed by the worker at the work site and a biometric index (for example, parasympathetic nerve activity, blink frequency, ⁇ wave value / ⁇ wave value)
  • a biometric index for example, parasympathetic nerve activity, blink frequency, ⁇ wave value / ⁇ wave value
  • the third party can grasp the information stored in the work information / biometric index storage unit, for example, by the access from the external terminal. Then, the third party grasps the physical and mental burden of the worker about the work of the worker performed on the work site based on the grasped biometric index, and "comfort of the worker" It becomes possible to grasp. Therefore, the third party can improve the work of the worker based on the "comfort of the work", and by the improvement of the work, it is possible to prevent an accident or a disease during the work of the worker, It becomes possible to improve work efficiency.
  • work site refers to a site where a worker works.
  • work performed by the worker in addition to work such as product manufacture (including processing and assembly) and inspection, etc., distribution warehouses (storage of parts necessary for manufacturing and products manufactured using the above parts) It also includes work to get in and out of places and storage rooms.
  • the "work site” includes a distribution warehouse as well as a site such as a factory that manufactures products. Note that an action performed outside the work site (for example, a driving action of a vehicle performed to carry out a product from the work site to another place) is not included in the “work performed at the work site”.
  • FIG. 1 is an explanatory view showing a schematic configuration of the state monitoring system 1 of the present embodiment.
  • the condition monitoring system 1 is a system for monitoring the condition of the worker A who is working at the work site, and includes a camera 10, a biological information detection device 20, and a server 30.
  • the camera 10 and the server 30, and the biological information detection apparatus 20 and the server 30 are communicably connected via a communication line such as a wireless LAN (Local Area Network).
  • the mutual communication form may be wireless communication based on the Bluetooth (registered trademark) standard.
  • the camera 10 and the biological information detection apparatus 20 are provided according to the number of workers A.
  • the server 30 is communicably connected to a terminal device 100 outside the system via a communication line.
  • a third party other than the worker A for example, a manager or supervisor of a work, hereinafter also referred to as a manager or the like
  • the terminal device 100 may be included in the state monitoring system 1 (see FIG. 21) or may be configured integrally with the server 30.
  • the details of each part constituting the state monitoring system 1 will be further described.
  • FIG. 2 is a block diagram showing a schematic configuration of the camera 10.
  • the camera 10 includes an imaging unit 11, a storage unit 12, a communication unit 13, and a control unit 14.
  • the camera 10 is installed at a position where the worker A can be included in the field of view.
  • the imaging unit 11 is a block that captures an image by capturing the worker A and his work, and an imaging lens, an imaging device (for example, a charge coupled device (CCD), a complementary metal oxide semiconductor (CMOS)), a focusing mechanism, and an aperture A mechanism, a drive circuit, an A / D (analog / digital) conversion circuit, and the like are included.
  • the storage unit 12 is a memory for temporarily storing data of an image acquired by the imaging unit 11 in addition to the operation program of the control unit 14, and, for example, a RAM (Random Access Memory), a ROM (Read Only Memory), It is configured to include a non-volatile memory and the like.
  • the communication unit 13 is a communication interface for transmitting the data of the image to the outside, and includes a transmission circuit, an antenna, and the like.
  • the control unit 14 is configured by, for example, a CPU (Central Processing Unit), and controls the operation of each unit of the camera 10.
  • FIG. 3 is an explanatory view showing the biological information detection apparatus 20 in an enlarged manner.
  • the living body information detection device 20 is a wearable detection device that is attached to the worker A and detects the living body information of the worker A.
  • the living body information detection apparatus 20 is attached to the surface of the belt body 20a which is passed through and fixed to the arm of the worker A and the surface of the belt body 20a, and a display unit for displaying various information detected And 24.
  • FIG. 4 is a block diagram showing the configuration of the main part of the biological information detection apparatus 20.
  • the biological information detection device 20 includes a biological information detection unit 21, a storage unit 22, a communication unit 23, and a control unit 25 in addition to the display unit 24 described above.
  • the living body information detection unit 21 is configured of a heart rate sensor 21 a that detects a heart rate as the living body information that changes in accordance with the work performed by the worker A.
  • the storage unit 22 is a memory for temporarily storing biological information (here, heart rate data) detected by the biological information detection unit 21 in addition to the operation program of the control unit 25.
  • the communication unit 23 is a communication interface for transmitting the living body information to the outside or receiving information transmitted from the outside, and includes a transmitting circuit, a receiving circuit, an antenna, and the like.
  • the control unit 25 includes, for example, a CPU, and controls the operation of each unit of the biological information detection apparatus 20.
  • the living body information detection apparatus 20 may separately include, for example, a sensor that detects a position, an amount of ultraviolet light, an acceleration, an atmospheric pressure, and the like, in addition to the above-described heart rate sensor 21a.
  • “Microsoft Band 2” manufactured by Microsoft Corporation can be used as the living body information detection apparatus 20 having the above configuration.
  • FIG. 5 is a block diagram showing a schematic configuration of the server 30. As shown in FIG.
  • the server 30 includes a storage unit 31, a communication unit 32, and a control unit 33.
  • the storage unit 31 is configured of, for example, a hard disk, and includes a work procedure data storage unit 31 a, a work information / biometric index storage unit 31 b, and an operation program storage unit 31 c.
  • the work procedure data storage unit 31a stores electronic data indicating a work procedure (manual).
  • the work information / biometric index storage unit 31 b includes work information (for example, work name) acquired by the work information acquisition unit 34 described later, and a biometric index acquired by the later-described biological index acquisition unit 33 c (e.g. The parasympathetic nerve activity obtained based on the heart rate of Note that “in association” indicates that the work information and the biometric index correspond to each other on a one-on-one basis.
  • the operation program storage unit 31c stores an operation program to be executed by the control unit 33.
  • the communication unit 32 is a communication interface for transmitting and receiving information to and from the camera 10 and the biological information detection apparatus 20, and includes a transmission circuit, a reception circuit, an antenna, and the like.
  • the control unit 33 includes an overall control unit 33a, a specification processing unit 33b, and a biometric index acquisition unit 33c.
  • the overall control unit 33a, the specific processing unit 33b, and the biometric index acquisition unit 33c may be integrally configured by one CPU, or may be configured by separate CPUs.
  • the overall control unit 33 a controls the operation of each unit of the server 30.
  • the identification processing unit 33 b is based on the image acquired by the imaging unit 11 of the camera 10 (image at work of the worker A) and the electronic data indicating the work procedure stored in the work procedure data storage unit 31 a.
  • the task name of the task performed by the worker A is identified, and the identified task name is acquired as task information.
  • the specific method of specifying the work name will be described later.
  • the imaging unit 11 of the camera 10 described above and the identification processing unit 33b of the server 30 constitute a work information acquisition unit 34 that acquires, as work information, information specifying the work performed by the worker A at the work site. ing.
  • the biological index acquisition unit 33c acquires a biological index serving as an index for determining the state of the worker A.
  • the specific method of acquiring a biometric index is mentioned later.
  • FIG. 6 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment.
  • the state monitoring method of the present embodiment will be described with reference to FIG.
  • the worker A carries out the work according to the work procedure manual prepared in advance, and the electronic data of the work procedure manual is stored in the work procedure data storage unit 31a.
  • the control unit 14 transmits the data of the image (work image) acquired by the imaging unit 11 to the communication unit It transmits to the server 30 through 13 (# 2).
  • the control unit 25 Data of the heart rate acquired by the heart rate sensor 21a is transmitted to the server 30 via the communication unit 23 (# 4).
  • the control unit 33 (in particular, the specific processing unit 33b) reads electronic data indicating the work procedure from the work procedure data storage unit 31a (# 5).
  • the server 30 receives the data of the work image transmitted from the camera 10 via the communication unit 32 (# 6)
  • the specification processing unit 33b receives the electronic data indicating the work procedure and the data of the work image.
  • the work name of the work performed by the worker A is specified based on the above, and the specified work name is acquired as work information (# 7; work information acquisition process).
  • the specification processing unit 33b extracts (analyzes and recognizes) a part (or a tool) used by the operator A from the work image by image analysis (image recognition), and obtains electronic data indicating a work procedure. Reference is made to the parts (or tools) appearing in the work registered in the work procedure to determine the match / mismatch. In addition to the case in which the shapes completely match, the case in which the two match each other includes the case in which the shapes are nearly perfect matches. If both parts (or tools) match, the specific processing unit 33 b is the work name of the work that is determined to be matched, which is registered in the electronic data of the work procedure. Is extracted and acquired as work information.
  • the server 30 receives the heart rate data transmitted from the biological information detection apparatus 20 via the communication unit 32 (# 8), the biological index acquisition unit 33c determines that the living body is based on the heart rate data. As an index, the parasympathetic nerve activity which is related to concentration is calculated and acquired (# 9; biomarker acquisition step).
  • BPM Beat Per Minute
  • FIG. 9 shows the frequency analysis result in the time range (A) of FIG. 8 as an example
  • FIG. 10 shows the frequency analysis result in the time range (B) of FIG. 8 as an example
  • 0.04 to 0.15 Hz is an LF (Low Frequency) component
  • 0.15 to 0.40 Hz is an HF (High Frequency) component.
  • the integrated value of the value (power, intensity) of 0.15 to 0.40 Hz is used as the parasympathetic nerve activity. That is, it is considered that worker A has more concentration as the degree of parasympathetic nerve activity is higher.
  • the biomarker acquisition unit 33c calculates and acquires the parasympathetic nerve activity by such frequency analysis.
  • the control unit 33 (for example, the overall control unit 33a) associates the task information (task name) acquired in # 7 with the biometric index (parasympathetic nerve activity level) acquired in # 9 to associate the task information /
  • the index storage unit 31b stores the index (# 10; storage step). For example, when worker A performs work 1 for tightening a screw, the parasympathetic nerve activity is a1 and for work 2 which a hole is made in the substrate, the parasympathetic nerve activity a2 (for example, a2 ⁇ a1) In the assembly work 3 of the parts, information such as that the parasympathetic nerve activity is a3 (for example, a3> a1) is stored in the work information / biometric index storage unit 31b.
  • work management is performed because work information (work name) and biometric index (parasympathetic nerve activity activity) are associated with each other and stored in the work information / bioindex storage unit 31b.
  • a third party such as a person can grasp the information stored in the work information / biometric index storage unit 31b by, for example, access from the external terminal device 100 (see FIG. 1). Then, the third party can easily grasp the physical and mental burden of the worker A regarding the work of the worker A performed at the work site based on the biometric index related to the work information. . That is, in the above example, for task 2, since the parasympathetic nervous activity is lower than that of other tasks, worker A's concentration power is low and it is easily judged that physical and mental burden is large. Can.
  • the physical and mental burden on the work of the worker A can be "visualized” by associating the work information with the biometric index and storing the result in the work information / biometric index storage unit 31b. .
  • the third party can easily grasp the "comfort of the work” about the work currently performed by the worker A, and it is determined whether the work of the worker A is "hard work” Can be easily grasped.
  • the third party “comfortable work” such as, for example, the review of the work content, replacement of the work, and a break during the work Work to improve the As a result, it is possible to prevent accidents and diseases during the work of the worker A, and to improve the performance of the worker A and to improve the work efficiency.
  • the third party can confirm which work the concentration of the worker A is often reduced by appropriately checking the information stored in the work information / biometric index storage unit 31 b. As a result, the work can be improved with priority over the work in which the concentration power is reduced.
  • the biological information detection unit 21 is configured of a heartbeat sensor 21a.
  • the biomarker acquisition unit 33c can reliably calculate and acquire the parasympathetic nerve activity as a biomarker.
  • the parasympathetic activity is a biological index for determining the concentration of worker A. It can be said. Since such a biometric index is stored in the work information / biometric index storage unit 31b, the third party uses the above-mentioned biometric index stored in the work information / biometric index storage unit 31b to determine the concentration of the worker A. It is possible to accurately determine the physical and mental burden on the worker by making an accurate judgment.
  • the work information acquisition unit 34 is configured to include the imaging unit 11 and a specific processing unit 33 b. As a result, by the processing in the specific processing unit 33b using the work image of the worker A acquired by the imaging unit 11, the work information (work name) of the worker A can be reliably acquired.
  • the server 30 performs calculation of parasympathetic nerve activity by frequency analysis (acquisition of a biological index) and specification of an operation based on an operation procedure and an operation image (acquisition of operation information).
  • the control unit 25 of the biological information detection apparatus 20 may calculate the degree of parasympathetic nerve activity by frequency analysis and transmit the result to the server 30. That is, the control unit 25 of the biological information detection apparatus 20 may have the function of the biological index acquisition unit 33 c of the server 30.
  • electronic data indicating the work procedure is stored in the storage unit 12 of the camera 10, and the control unit 14 identifies the work based on the work procedure and the work image, and transmits the result to the server 30. You may do so. That is, the control unit 14 of the camera 10 may have the function of the identification processing unit 33 b of the server 30.
  • the parasympathetic nervous activity is used as a biological index, but the parasympathetic nervous activity (hereinafter referred to as parasympathetic nervous activity ref) at the time of worker A's inactivity is measured in advance.
  • the ratio of parasympathetic activity during work A (hereinafter referred to as parasympathetic activity work) to parasympathetic activity ref, ie, (parasympathetic activity work) / (parasympathetic activity ref) is a biomarker It may be
  • the biological index is the parasympathetic nerve activity obtained based on the heart rate detected by the heart rate sensor 21a, or It can be said that the ratio of the nerve activity to the reference value ((parasympathetic nerve activity work) / (parasympathetic nerve activity ref)) may be used.
  • the third party ensures the physical and mental burden of the worker A on the work of the worker A performed at the work site on the basis of the biometric index regardless of using any of the above-mentioned biomarkers. It is possible to
  • the work information acquisition process (# 7) for acquiring, as the work information, information specifying the work performed by the worker A at the work site, and the above-described work of the worker A
  • Biometrics acquisition process (# 9) which acquires a biometrics index which is an index for judging the state of the worker A based on the living body information detection process (# 3) which detects living body information which changes, and the above-mentioned living body information
  • a storage step (# 10) for associating and storing the work information and the biometric index.
  • the state monitoring method further includes an imaging step (# 1) for photographing the work of the worker A to acquire an image (work image), and in the work information acquisition step (# 7),
  • the work name of the work is specified based on the electronic data indicating the procedure of the work stored in advance in the work procedure data storage unit 31a, and the work name is acquired as the work information.
  • FIG. 11 is an explanatory view showing a schematic configuration of the state monitoring system 1 of the present embodiment.
  • the condition monitoring system 1 of the present embodiment replaces the living body information detection device 20 of the first embodiment with a living body information detection device 40 and replaces the camera 10 with an HMD that is a head mounted image display device (see-through virtual image display device).
  • the configuration is the same as that of the first embodiment except that a (Head-Mounted Display) 50 is provided.
  • the living body information detection apparatus 40 and the server 30, and the HMD 50 and the server 30 can communicate via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard.
  • the living body information detection device 40 and the HMD 50 are provided corresponding to each worker A.
  • FIG. 12 is an enlarged perspective view showing the biological information detection apparatus 40 and the HMD 50.
  • the living body information detection device 40 and the HMD 50 both have the shape of glasses, and the worker A can perform the work in a state where the living body information detection device 40 and the HMD 50 are overlapped.
  • FIG. 13 is a block diagram showing the configuration of the main part of the biological information detection apparatus 40.
  • the biological information detection apparatus 40 includes a biological information detection unit 41, a storage unit 42, a communication unit 43, and a control unit 44.
  • the living body information detection unit 41 is configured of an electro-oculogram sensor 41a that detects the presence or absence of blinking as living body information that changes with the work of the worker A.
  • an electro-oculogram sensor 41a that detects the presence or absence of blinking as living body information that changes with the work of the worker A.
  • the cornea side of human eye is positively charged and the retina side is negatively charged. For this reason, when a person moves his eye or blinks, the potential of the skin near the cornea changes.
  • the electro-oculogram sensor 41a can detect the movement of the human eye and the presence or absence of blinking by detecting the electric potential.
  • the storage unit 42 is a memory for temporarily storing the biological information detected by the biological information detection unit 41 in addition to the operation program of the control unit 44, and includes, for example, a RAM, a ROM, a non-volatile memory, etc. ing.
  • the communication unit 43 is an interface for communicating with the outside (for example, the server 30), and includes a transmission circuit, a reception circuit, an antenna, and the like.
  • the control unit 44 includes, for example, a CPU, and controls the operation of each unit of the biological information detection apparatus 40.
  • JINS MEME made from Ginzu
  • Ginzu As the living body information detection apparatus 40 of the said structure, "JINS MEME" made from Ginzu can be used, for example.
  • the HMD 50 is a display unit configured to have an image display unit 61 that displays an image to be presented to the observer (operator A) and a holding member 62.
  • the holding member 62 corresponds to a frame and a temple of the glasses, holds the image display unit 61 in front of the eye of the operator A (for example, in front of the right eye), and integrally integrates the visor 62a located in front of both eyes of the observer Hold it.
  • the image display unit 61 is held by the holding member 62 by clipping, and is a so-called clip-on type.
  • the HMD 50 may have a lens integrated structure in which a part of the image display unit 61 doubles as a lens of glasses.
  • the HMD 50 may be of a type in which two video display units 61 are arranged and the video can be observed with both eyes. The detailed configuration of the video display unit 61 will be described later.
  • FIG. 14 is a block diagram showing the configuration of the main part of the HMD 50.
  • the HMD 50 acquires in advance task content to be presented to the worker A and a task name corresponding to the task content as task information, and functions as the task information acquisition unit 50a.
  • the HMD 50 also functions as a work navigation system that sequentially presents the work contents to the worker A in the form of video.
  • Such an HMD 50 includes a display element 51, a storage unit 52, a communication unit 53, and a control unit 54.
  • the display element 51 is an element that displays an image to be presented to the worker A, and is configured of, for example, a liquid crystal display (LCD).
  • the storage unit 52 is a memory for storing work contents corresponding to the work contents and contents to be presented to the worker A in addition to the operation program of the control unit 54 as work information in advance, and may be RAM, ROM, nonvolatile memory It is configured.
  • the communication unit 53 is an interface for communicating with the outside (for example, the server 30), and includes a transmission circuit, a reception circuit, an antenna, and the like.
  • the control unit 54 includes, for example, a CPU, and controls the operation of each unit of the HMD 50.
  • FIG. 15 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment.
  • the state monitoring method according to the present embodiment will be described with reference to FIG.
  • the work content stored in the storage unit 52 is sequentially displayed as a video on the display element 51 (# 11). Then, the worker A carries out the work in accordance with the displayed contents. In addition, the HMD 50 transmits a work name corresponding to the displayed work content as work information to the server 30 (# 12).
  • the presence or absence of blink during the work of the worker A is detected and acquired by the electro-oculogram sensor 41a of the biological information detection apparatus 40 (# 13; biological information detection process).
  • the blink presence / absence data of the worker A is transmitted to the server 30 (# 14).
  • the biological data acquiring unit 33c is related to fatigue as a biological data based on the blink data described above.
  • the blink count per unit time is calculated and acquired (# 16; biomarker acquisition step).
  • the control unit 33 (for example, the overall control unit 33a) associates the work information (work name) transmitted from the HMD 50 in # 12 with the biometric index (the number of blinks per unit time) acquired in # 16.
  • the operation information / biometric index storage unit 31b stores the information (# 17; storage step).
  • the number of blinks per unit time is b1 and when work 2 for drilling a hole in a substrate, the number of blinks per unit time is b2 (for example, b2 ⁇ b1), and at the time of the assembly work 3 of the component, information such as the number of blinks per unit time is b3 times (for example, b3> b1) is the work information / biometric index storage unit 31b Is stored in
  • the work information (work name) and the biometric index (the number of blinks per unit time) are associated with each other and stored in the work information / bioindex storage unit 31b.
  • a third party such as a manager grasps the information stored in the work information / biometric index storage unit 31b by, for example, access from the external terminal device 100 (see FIG. 1), and physically removes the worker A's work. ⁇ It becomes possible to easily grasp the mental burden. That is, in the above-mentioned example, since the number of blinks per unit time is smaller than that of the other operations, the fatigue of the worker A is large, and the physical and mental burden (degree of fatigue) is large. It can be easily judged.
  • the third party can easily grasp the "comfort of work" for the work currently performed by the worker A. And, by aiming to improve the work as necessary, it is possible to obtain the same effect as that of the first embodiment, such as preventing accidents and diseases during the work of the worker A.
  • the third party can confirm which work the worker A tends to get tired by appropriately checking the information stored in the work information / biometric index storage unit 31 b. As a result, the work can be improved with priority to the work that is easy to get tired.
  • the biological information detection unit 41 is configured by an electro-oculogram sensor 41 a.
  • the vital sign acquiring unit 33c can reliably calculate and acquire the number of blinks per unit time as the vital index based on the blink / not presence data acquired by the electro-oculogram sensor 41a.
  • the number of blinks per unit time is a biological index for determining the fatigue of the worker A. Since such a biometric index is stored in the work information / biometric index storage unit 31b, the third party can determine the degree of fatigue of the worker A from the above-mentioned biometric index stored in the work information / biometric index storage unit 31b. Can accurately determine the physical and mental burden on the worker.
  • the work information acquisition unit 50a acquires (stores in the storage unit 52) the work content to be presented to the worker A and the work name corresponding thereto as work information in advance
  • the HMD 50 functions as a work navigation system to sequentially present in In this configuration, by transmitting the work information (work name) of the worker A from the HMD 50 to the server 30, it is not necessary to perform the process of specifying the work name on the server 30 side as in the first embodiment. There is no need to store electronic data indicating the work procedure on the server 30 side.
  • the specific processing unit 33 b and the work procedure data storage unit 31 a of the server 30 can be omitted, the configuration of the server 30 can be simplified, and the processing load on the server 30 side can be reduced.
  • the worker A since the work content is sequentially presented as a video by the HMD 50, the worker A can appropriately proceed the work while checking the presented video (work content).
  • the work content is displayed to the worker A by the HMD 50 which previously obtains (stores in the storage unit 52) the work content and the corresponding work name as the work information.
  • a work content display process (# 11) sequentially presented as a video on A and an output process (# 12) for outputting the work information from the HMD 50, and in # 17, the work information output from the HMD 50 is Store in association with the indicator.
  • the worker A can appropriately perform the work, can simplify the configuration of the server 30, and can reduce the processing load on the server 30 side.
  • the calculation may be performed other than the server 30.
  • an arithmetic function may be added to the biological information detection device 40, and the biological information detection device 40 may calculate the number of blinks per unit time and then transmit the calculated data to the server 30.
  • the control unit 44 of the biological information detection apparatus 40 may have the function of the biological index acquisition unit 33 c of the server 30.
  • the blink count per unit time is used as the biological index, but the blink count per unit time (hereinafter referred to as blink count ref per unit time) at the time of operator A's calmness is measured in advance.
  • the ratio between the number of blinks per unit time during work of worker A hereinafter referred to as the number of blinks work per unit time work
  • the number of blinks per unit time ref that is, (a blink per unit time The number of times work) / (the number of blinks per unit time ref) may be used as the biomarker.
  • the biological index is the number of blinks per unit time detected by the electro-oculogram sensor 41a, or per unit time It may be said that the ratio of the number of blinks to the reference value ((number of blinks per unit time work) / (number of blinks per unit time ref)) may be used.
  • the third party ensures the physical and mental burden of the worker A on the work of the worker A performed at the work site on the basis of the biometric index regardless of using any of the above-mentioned biomarkers. It is possible to
  • FIG. 16 is a cross-sectional view showing a schematic configuration of the video display unit 61.
  • the image display unit 61 guides light from the outside world to the pupil of the observer (operator A), thereby making the observer observe the outside world, and displaying an image as a virtual image in a part of the observer's field of view Includes a display optical system 61a provided to the user.
  • the display optical system 61a includes, for example, an illumination optical system 62, a polarizing plate 63, a polarization beam splitter (PBS) 64, the display element 51 described above, and an eyepiece optical system 66. It is not limited to this configuration.
  • the direction is defined as follows for convenience of explanation.
  • An axis optically connecting the center of the optical pupil P formed by the eyepiece optical system 66 and the center of the display surface of the display element 51 and an extension of the axis are taken as an optical axis.
  • a direction perpendicular to the optical axis plane of the HOE (holographic optical element; holographic optical element) 83 of the eyepiece optical system 66 is taken as an X direction.
  • the optical axis plane of the HOE 83 refers to a plane including an incident ray and a reflected ray when a ray coincident with the optical axis enters the HOE 83.
  • a direction perpendicular to the X direction is taken as the Y direction.
  • a direction perpendicular to the X direction and the Y direction is taken as the Z direction.
  • it includes the normal line of the display element 51 and the normal lines of two parallel planes 81 b and 81 c of the eyepiece optical system 66 described later, and the center of the display plane of the display element 51
  • the cross section included is the YZ cross section.
  • the illumination optical system 62 illuminates the display element 51, and includes a light source 71, an illumination mirror 72, and a diffusion plate 73.
  • the light source 71 is configured by an RGB integrated LED that emits light corresponding to each color of R (red), G (green), and B (blue).
  • the plurality of light emitting points (each light emitting point of RGB) are arranged in a substantially straight line in the horizontal direction (X direction).
  • the wavelength of light emitted from the light source 71 is, for example, the peak wavelength of light intensity and the wavelength width of half light intensity: 462 ⁇ 12 nm (B light), 525 ⁇ 17 nm (G light), 635 ⁇ 11 nm (R light) It is.
  • the light source 71 may be a laser light source.
  • the illumination mirror 72 reflects light (illumination light) emitted from the light source 71 toward the diffusion plate 73 and bends the illumination light so that the optical pupil P and the light source 71 become substantially conjugate in the Y direction. It is an optical element.
  • the diffusion plate 73 is a one-way diffusion plate that diffuses incident light, for example, 40 ° in the X direction in which a plurality of light emitting points of the light source 71 are arranged, and does not diffuse incident light in the Y direction.
  • the diffusion plate 73 is held on the surface of the polarizing plate 63.
  • the polarizing plate 63 transmits light of a predetermined polarization direction out of light incident through the diffusion plate 73 and guides the light to the PBS 64.
  • the PBS 64 reflects the light transmitted through the polarizing plate 63 in the direction of the reflective display element 51, and of the light reflected by the display element 51, light corresponding to the image signal ON (transmitted through the polarizing plate 63)
  • Light is a flat plate-like polarization separation element that transmits light having orthogonal polarization directions), and is attached to a light incident surface 81 a of an eyepiece prism 81 described later of the eyepiece optical system 66.
  • the display element 51 is a display element that modulates the light from the illumination optical system 62 to display an image, and is formed of, for example, a reflective LCD.
  • the display element 51 may be configured to have a color filter, or may be time-division so that an RGB image corresponding to an emission color is displayed in synchronization with time-division light emission for each of RGB of the light source 71. It may be driven.
  • the display element 51 is disposed such that the longitudinal direction of the rectangular display surface is the X direction and the short direction is the Y direction.
  • the eyepiece optical system 66 is an optical system for guiding image light from the display element 51 to the pupil (optical pupil P) of the observer, and has non-axially symmetric (non-rotationally symmetric) positive optical power.
  • the eyepiece optical system 66 includes an eyepiece prism 81, a deflection prism 82, and an HOE 83.
  • the eyepiece prism 81 internally guides image light incident from the display element 51 via the PBS 64, and transmits light from the outside (external light), so that the upper end of the parallel plate is directed to the upper end It is configured to be thicker and thinner at its lower end toward the lower end.
  • the surface to which the PBS 64 is attached is the light incident surface 81a on which the image light from the display element 51 is incident, and the two surfaces 81b and 81c located substantially parallel to the optical pupil P and facing each other It is a total reflection surface that guides image light by total reflection.
  • the surface 81 b on the optical pupil P side also serves as an emission surface of image light diffracted and reflected by the HOE 83.
  • the eyepiece prism 81 is bonded to the deflection prism 82 with an adhesive so as to sandwich the HOE 83 disposed at the lower end thereof.
  • the surfaces (light incident surfaces 81a and 81b) through which the image light passes other than the surface 81d in contact with the HOE 83 are flat surfaces, but are curved surfaces
  • the surface may be a combination of a flat surface and a curved surface.
  • the deflection prism 82 is bonded to the eyepiece prism 81 via the HOE 83 to form a substantially parallel plate.
  • the deflection prism 82 By attaching the deflection prism 82 to the eyepiece prism 81, the refraction when external light passes through the lower end of the eyelid prism 81 can be canceled by the deflection prism 82, and an image observed (visually recognized) as the external world It is possible to prevent distortion from occurring (external image).
  • the HOE 83 is a volume phase reflective type holographic optical element that is provided in contact with the eyepiece prism 81 and diffracts and reflects the image light guided inside the eyepiece prism 81.
  • HOE 83 diffracts light in three wavelength ranges of, for example, 465 ⁇ 5 nm (B light), 521 ⁇ 5 nm (G light), and 634 ⁇ 5 nm (R light) at the peak wavelength of diffraction efficiency and the half wavelength width of diffraction efficiency. (Reflect) That is, the RGB diffraction wavelengths of the HOE 83 substantially correspond to the wavelength of the RGB image light (the emission wavelength of the light source 71).
  • the light emitted from the light source 71 of the illumination optical system 62 is reflected by the illumination mirror 72 and diffused only in the X direction by the diffusion plate 73, and then only the light of a predetermined polarization direction is polarized 63 passes through. Then, the light transmitted through the polarizing plate 63 is reflected by the PBS 64 and is incident on the display element 51.
  • incident light is modulated according to the image signal.
  • the image light corresponding to the image signal ON is converted into light whose polarization direction is orthogonal to that of the incident light by the display element 51 and emitted, so that it passes through the PBS 64 and enters the eyepiece prism 81. Incident from the surface 81a.
  • the image light corresponding to the image signal OFF is emitted without the polarization direction being converted by the display element 51, the image light is blocked by the PBS 64 and does not enter the eyepiece prism 81.
  • the incident image light is totally reflected once by each of the two opposing surfaces 81c and 81b of the eyepiece prism 81, and then enters the HOE 83 where it is diffracted and reflected and emitted from the surface 81b.
  • the pupil P is reached. Therefore, at the position of the optical pupil P, the observer can observe the image displayed on the display element 51 as a virtual image. That is, the observer (worker A) can perform the work while visually recognizing the work content presented in the video.
  • the observer can observe the external world by see-through. Therefore, the virtual image of the image displayed on the display element 51 is observed to be superimposed on a part of the outside world in the field of view (view) of the observer. Therefore, the observer (operator A) can perform work such as processing on the processing object at hand observed in the see-through while confirming the work content presented in the video.
  • a reflective LCD is used as the display element 51.
  • a transmissive LCD may be used, and the optical design of the image display unit 61 may be changed accordingly.
  • FIG. 17 is an explanatory view showing a schematic configuration of the condition monitoring system 1 of the present embodiment.
  • the condition monitoring system 1 of the present embodiment has the same configuration as that of the second embodiment except that the biological information detection device 40 of the second embodiment is replaced with a biological information detection device 90.
  • the biometric information detection device 90 and the server 30 can communicate via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard.
  • the point that the biological information detection device 90 and the HMD 50 are provided corresponding to the worker A is the same as that of the second embodiment.
  • FIG. 18 is a perspective view showing the biological information detection apparatus 90 and the HMD 50 in an enlarged manner.
  • the worker A can perform work in a state in which both the biological information detection apparatus 90 and the HMD 50 are attached to the head.
  • the living body information detection device 90 is attached to the head of the worker A so as to cover at least the back of the worker A and to avoid interference with the HMD 50.
  • FIG. 19 is a block diagram showing the configuration of the main part of the biological information detection apparatus 90.
  • the biological information detection apparatus 90 includes a biological information detection unit 91, a storage unit 92, a communication unit 93, and a control unit 94.
  • the living body information detection unit 91 is configured of a brain potential sensor 91 a that detects a brain potential as living body information that changes with the work of the worker A.
  • the storage unit 92 is a memory for temporarily storing the biological information detected by the biological information detection unit 91 in addition to the operation program of the control unit 94, and includes, for example, a RAM, a ROM, a non-volatile memory, etc. ing.
  • the communication unit 93 is an interface for communicating with the outside (for example, the server 30), and includes a transmission circuit, a reception circuit, an antenna, and the like.
  • the control unit 94 includes, for example, a CPU, and controls the operation of each unit of the biological information detection apparatus 90.
  • Mind Wave Mobile manufactured by Neurosky Inc. can be used as the biological information detection apparatus 90 configured as described above.
  • FIG. 20 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment.
  • the state monitoring method of the present embodiment will be described below with reference to FIG.
  • the work content stored in the storage unit 52 is displayed on the display element 51 under the control of the control unit 54 (# 21).
  • the worker A can carry out the work according to the display content.
  • the HMD 50 transmits the work name corresponding to the displayed work content as work information to the server 30 (# 22).
  • the brain potential during the work of the worker A is detected and obtained by the brain potential sensor 91a of the biological information detection apparatus 90 (# 23; biological information detection step).
  • the data of the brain potential of the worker A is transmitted to the server 30 (# 24).
  • the biological index acquisition unit 33c determines that the concentration is related to the alpha wave, based on the above data.
  • the value / ⁇ wave value is calculated and acquired (# 26; biomarker acquisition step).
  • the biological index acquisition unit 33c performs frequency analysis (fast Fourier transform) on time series data of the acquired brain potential, and takes an integrated value of values of 8 Hz to 13 Hz as an alpha wave value, and a value of 13 Hz to 30 Hz.
  • the ⁇ wave value / ⁇ wave value is calculated, using the integrated value of as the ⁇ wave value.
  • control unit 33 (for example, the overall control unit 33a) combines the work information (work name) transmitted from the HMD 50 in # 22 and the biological index ( ⁇ wave value / ⁇ wave value) acquired in # 26. It associates and stores in the work information / biometric index storage unit 31b (# 27; storage step).
  • ⁇ wave value / ⁇ wave value is c1
  • ⁇ wave value / ⁇ wave value is c2 (for example, c2 ⁇ c1)
  • information that the ⁇ wave value / ⁇ wave value is c3 (for example, c3> c1) at the assembly work 3 of the component is the work information / biometric index storage unit 31b Is stored in
  • the task information (task name) and the biometric index ( ⁇ wave value / ⁇ wave value) are associated and stored in the task information / bioindex storage unit 31b. Therefore, the third party such as the manager of the work grasps the information stored in the work information / biometric index storage unit 31b by, for example, access from the external terminal device 100 (see FIG. 1). It becomes possible to easily grasp the physical and mental burden of work. That is, in the above example, for the work 2, since the alpha wave value / beta wave value is smaller than the other work, the concentration of the worker A is reduced, and the physical and mental burden is large. It can be easily judged.
  • the third party can easily grasp the “comfort of work” for the work currently performed by the worker A. And, by aiming to improve the work as necessary, it is possible to prevent the accident and the disease during the work of the worker A, and the like, it is possible to obtain the same effect as the first embodiment or the second embodiment.
  • the third party can confirm by which work the concentration of the worker A is often reduced by appropriately checking the information stored in the work information / biometric index storage unit 31b. Work can be improved with priority to work with reduced concentration.
  • the biological information detection unit 91 is configured of a brain potential sensor 91a.
  • the biological index acquisition unit 33 c can reliably calculate and acquire the ⁇ wave value / ⁇ wave value as the biological index based on the brain potential data acquired by the brain potential sensor 91 a.
  • the concentration of worker A decreases as the ⁇ wave value / ⁇ wave value decreases, so the ⁇ wave value / ⁇ wave value determines the concentration of worker A. It can be said that it is a vital indicator for Since such a biometric index is stored in the work information / biometric index storage unit 31b, the third party uses the above-mentioned biometric index stored in the work information / biometric index storage unit 31b to determine the concentration of the worker A. It is possible to accurately determine the physical and mental burden on the worker by making an accurate judgment.
  • the control unit 94 of the biological information detection apparatus 90 may have the function of the biometric index acquisition unit 33 c of the server 30.
  • the alpha wave value / beta wave value is used as the biological index, but it is assumed that alpha wave value / beta wave value (hereinafter, alpha wave value / beta wave value ref) when operator A is at rest
  • alpha wave value / beta wave value ref alpha wave value / beta wave value
  • the ratio of ⁇ wave value / ⁇ wave value (hereinafter referred to as ⁇ wave value / ⁇ wave value work) to ⁇ wave value / ⁇ wave value ref during the work of worker A, ie, ( ⁇ wave value / ⁇ wave value work) / ( ⁇ wave value / ⁇ wave value ref) may be used as the biological index.
  • the biological index is an ⁇ wave value / ⁇ obtained based on the brain potential detected by the brain potential sensor 91a. It can be said that the wave value or the ratio of the ⁇ wave value / ⁇ wave value to the reference value (( ⁇ wave value / ⁇ wave value work) / ( ⁇ wave value / ⁇ wave value ref)) may be used.
  • the third party ensures the physical and mental burden of the worker A on the work of the worker A performed at the work site on the basis of the biometric index regardless of using any of the above-mentioned biomarkers. It is possible to
  • FIG. 21 is an explanatory view showing the configuration of a modification of the state monitoring system 1 of the present embodiment.
  • the state monitoring system 1 of this modification corresponds to a configuration in which the terminal device 100 is added to the configuration of FIG. 17 described above.
  • the terminal device 100 and the server 30, and the terminal device 100 and the HMD 50 can communicate via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard.
  • FIG. 22 is a block diagram showing the configuration of the terminal device 100.
  • the terminal device 100 includes a display unit 101, an input unit 102, a storage unit 103, a communication unit 104, and a control unit 105.
  • the display unit 101 is configured of a display that displays various information.
  • the input unit 102 includes a keyboard, a mouse, a touch pad, and the like that receive an input (instruction) by a third party.
  • the storage unit 103 is a memory that stores an operation program of the control unit 105 and various information, and is configured of, for example, a RAM, a ROM, a non-volatile memory, a hard disk, and the like.
  • the communication unit 104 is an interface for communicating with the outside, and includes a transmission circuit, a reception circuit, an antenna, and the like.
  • the control unit 105 includes an overall control unit 105 a and a comparison processing unit 105 b.
  • the overall control unit 105a and the comparison processing unit 105b may be integrally configured by one CPU, or may be configured by separate CPUs.
  • the overall control unit 105 a controls the operation of each unit of the terminal device 100.
  • the comparison processing unit 105 b compares the biometric index (for example, ⁇ wave value / ⁇ wave value) transmitted from the server 30 with the tolerance range determined based on the preset threshold value for each operation, and the biometric index is the tolerance range If it is outside, it generates and outputs instruction information for instructing a worker to display a prompt for refreshing.
  • biometric index for example, ⁇ wave value / ⁇ wave value
  • Such a terminal device 100 can be configured by, for example, a personal computer.
  • the terminal device 100 may be configured separately from the server 30 as shown in FIG. 21, or may be configured integrally with the server 30, although not shown.
  • FIG. 23 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the modified example. In this modification, in addition to the processing shown in FIG. 20, the following processing is further performed.
  • the server 30 holds the threshold (biometric index threshold) of the alpha wave value / beta wave value for each operation set in advance in the storage unit 31 (# 28).
  • the threshold value can be set, for example, as a value obtained by multiplying an ⁇ wave value / ⁇ wave value ref set in advance as a reference value by a predetermined ratio.
  • the predetermined ratio is a ratio that indicates an increase in fatigue or a decrease in concentration. For example, since the direction in which the ⁇ wave value / ⁇ wave value ref decreases indicates the direction in which the concentration power decreases, in the present modification, the above ratio is set to about 0.5 to 0.9, and the ⁇ wave is set.
  • a value approximately 0.5 to 0.9 times the value / ⁇ wave value ref is used as a threshold value of the ⁇ wave value / ⁇ wave value.
  • ( ⁇ wave value / ⁇ wave value work) / ( ⁇ wave value / ⁇ wave value ref) is used as a biological index
  • a value about 0.5 to 0.9 times the wave value ref) may be used as a biomarker threshold, and the tolerance range of the biomarker may be set based on the biomarker threshold.
  • the biometric index ( ⁇ wave value / ⁇ wave value) calculated in # 26 and the biometric index threshold value ( ⁇ wave value / ⁇ wave value threshold) held in # 28 are terminals via the communication unit 32. It is sent to the device 100. Then, the control unit 105 (in particular, the comparison processing unit 105b) of the terminal device 100 calculates an allowable range of the biomarker based on the biomarker threshold, and compares the transmitted biomarker with the allowable range ((1) # 29).
  • the comparison processing unit 105b sets the range larger than the biomarker threshold as the allowable range, and the alpha wave value / beta It is determined whether the wave value is out of the above-mentioned allowable range (whether or not the value is below the allowable range) (# 30). If the ⁇ wave value / ⁇ wave value is within the allowable range, the process returns to # 29 to repeat the process (compare the allowable range with the above-described biometric index acquired for the next operation).
  • the comparison processing unit 105 b determines that the concentration of the worker A is lowered, and the operator A is refreshed.
  • the instruction information for instructing to display (restoration of concentration) is transmitted to the HMD 50 (# 31).
  • the control unit 54 controls the display element 51 to prompt information such as "Please take a break.” Or "Please perform stretching.” Is displayed (# 32).
  • the comparison processing unit 105 b of the terminal device 100 compares the biometric index ( ⁇ wave value / ⁇ wave value) transmitted from the server 30 with the allowable range for each operation, and the biometric index is out of the allowable range. If it is, the instruction information for instructing the worker A to display a request for refreshing is output to the HMD 50 (# 29 to # 31). Then, the HMD 50 performs a display for prompting the worker A to be refreshed by the display element 51 based on the above instruction information (# 32). As a result, the worker A can look at the image (refresh instruction information) displayed on the HMD 50, take appropriate measures such as taking a break, and can restore concentration. That is, according to the above-mentioned processing, the increase in fatigue and the decrease in concentration are monitored, and when they are detected, the information is fed back to the worker A in real time to promote the recovery of the fatigue and the concentration. This can improve the workability.
  • the HMD 50 as a display unit is a head mounted image display device mounted on the head of the worker A, the worker A wears the HMD 50 on the head and performs work That is, the instruction information displayed on the HMD 50 can be easily confirmed without causing any trouble in the operation.
  • the comparison processing step (# 29, # 30) comparing the above-described biometric index with the allowable range determined based on the preset threshold value for each operation (# 29, # 30) And an output step (# 31) for outputting instruction information for instructing the operator to display a refresh when the biometric index is out of the allowable range, and a display for prompting the operator to refresh based on the instruction information. And displaying step (# 32).
  • the worker can see an indication prompting the user to refresh (in the HMD 50), take appropriate measures such as taking a break, and can restore concentration.
  • FIG. 24 is an explanatory view showing a schematic configuration of the condition monitoring system 1 of the present embodiment.
  • the condition monitoring system 1 of the present embodiment is an embodiment except that the biological information detection device 40 of the second embodiment is replaced with the biological information detection device 20 of the first embodiment, and a bar code reader 120 is further provided.
  • the configuration is the same as that of No. 2.
  • the biological information detection apparatus 20 and the server 30, the HMD 50 and the server 30, the barcode reader 120 and the server 30, and the barcode reader 120 and the HMD 50 communicate with each other via a communication line such as a wireless LAN or Bluetooth (registered trademark) standard. It can communicate by wireless communication based on.
  • a communication line such as a wireless LAN or Bluetooth (registered trademark) standard. It can communicate by wireless communication based on.
  • FIG. 25 is a block diagram showing a schematic configuration of the barcode reader 120.
  • the barcode reader 120 is a worker identification unit that identifies a worker by reading a worker's identification information (for example, a personal ID; identification).
  • the barcode reader 120 identifies a worker by reading barcode information as identification information assigned to each worker.
  • Such a barcode reader 120 includes a reading unit 121, a storage unit 122, a communication unit 123, and a control unit 124.
  • the reading unit 121 is configured to have a light source, a light receiving element, and the like, irradiates light to the bar code, and reads the bar code by receiving the reflected light, and the information attached to the bar code (bar code Get information).
  • the storage unit 122 is a memory for temporarily storing bar code information acquired by the reading unit 121 in addition to the operation program of the control unit 124, and includes, for example, a RAM, a ROM, a non-volatile memory, etc. There is.
  • the communication unit 123 is an interface for communicating with the outside (for example, the server 30 and the HMD 50), and includes a transmission circuit, a reception circuit, an antenna, and the like.
  • the control unit 124 includes, for example, a CPU, and controls the operation of each unit of the barcode reader 120.
  • the barcode reader 120 is used as the worker identification unit, but for example, an IC chip or a matrix type two-dimensional code (QR code (registered trademark)) in which the worker personal ID is recorded is used.
  • An apparatus or device for specifying a worker by reading may be used as the worker specifying unit.
  • a device capable of performing biometric authentication for identifying a worker by detecting a fingerprint of the worker may be used as the worker identification unit.
  • FIG. 26 is an explanatory view showing a rough flow of processing in the condition monitoring system 1 of the present embodiment.
  • the state monitoring method of the present embodiment will be described with reference to FIG.
  • the worker A holds the bar code, to which the identification information (personal ID) of the worker A is attached, attached to the employee ID card of the worker A, to the barcode reader 120.
  • the reading unit 121 of the barcode reader 120 reads the barcode and acquires barcode information of the operator A (# 41).
  • the control unit 124 identifies the worker A from the barcode information acquired by the reading unit 121 (# 42). That is, at # 42, the control unit 124 acquires worker information including the worker name of the worker A.
  • the worker information of the worker A identified is transmitted to the server 30 via the communication unit 123 (# 43).
  • the bar code information acquired in # 41 is transmitted to the HMD 50 via the communication unit 123.
  • the HMD 50 reads out information on the work content of the worker A corresponding to the received barcode information from the storage unit 52, and causes the display element 51 to display the work content (# 44).
  • the worker A can carry out the work according to the display content.
  • the HMD 50 transmits a work name corresponding to the displayed work content as work information to the server 30 (# 45).
  • the heart rate during the work of the worker A is detected and acquired by the heart rate sensor 21a (see FIG. 4) of the biological information detection apparatus 20 (# 46; biological information detection step).
  • the heart rate data of the worker A is transmitted to the server 30 (# 47).
  • the living body index acquisition unit 33c determines, as a living body index, the parasympathetic nerve related to concentration based on the above data.
  • the degree of activity is calculated and acquired (# 49; biomarker acquisition step).
  • the method of calculating the parasympathetic nervous activity is the same as that of the first embodiment.
  • the control unit 33 (for example, the overall control unit 33a) receives the worker information (worker name) transmitted from the bar code reader 120 at # 43 and the work information (work name) transmitted from the HMD 50 at # 45.
  • the biometric index (parasympathetic nerve activity degree) acquired in # 49 are stored in the work information / bioindex storage unit 31b (# 50; storage step).
  • the worker information (worker name), the work information (work name), and the biometric index (parasympathetic nerve activity level) are associated with each other to create the work information / biometric index
  • a third party such as a work manager refers to the information stored in the work information / biometric index storage unit 31b by, for example, access from an external terminal device, and performs a specific work. It is possible to easily grasp the physical and mental burden of work on Person A. Therefore, the third party can easily grasp the "comfort of work" about the work currently performed by the specific worker A, and by improving the work as necessary, the specific person A can be identified.
  • the same effects as in Embodiments 1 to 3 can be obtained, such as preventing accidents and diseases during work.
  • the state monitoring method of the present embodiment includes a worker specifying step (# 41) for specifying the worker A by reading the identification information (for example, bar code information) of the worker A, and the storage step of # 50. Then, the information of the worker A specified in the worker specifying step, the work information transmitted in # 45, and the biometric index transmitted in # 47 are stored in association with each other. As a result, similar to the above, by improving the work as necessary, it is possible to obtain an effect such that an accident or a disease during the work can be prevented for the specific worker A.
  • the third party can confirm which work the concentration of the worker A is often reduced by appropriately checking the information stored in the work information / biometric index storage unit 31 b.
  • the work can be improved with priority over the work in which the concentration power is reduced.
  • even when, for example, a plurality of workers A perform work sharing it is possible to share work so that each worker A can handle work that is easy to maintain concentration, and the entire work performed by a plurality of workers A The work efficiency of can be improved.
  • the worker identification unit is realized with a simple configuration, and the state monitoring system 1 of the present embodiment can be easily realized.
  • FIG. 27 is an explanatory view showing a configuration of a modification of the status monitoring system 1 of the present embodiment.
  • the status monitoring system 1 of the present modification has the terminal device 100 of the third embodiment in the configuration of FIG. It corresponds to the structure which added (refer FIG. 21, FIG. 22).
  • FIG. 28 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the modified example.
  • the following process is further performed.
  • FIG. 28 for convenience, illustration of the process by the barcode reader 120 in FIG. 26 is omitted.
  • the server 30 holds the threshold (biometric index threshold) of the parasympathetic nerve activity for each worker A set in advance in the storage unit 31 (# 51).
  • the threshold value can be set, for example, as a value obtained by multiplying a predetermined ratio of the parasympathetic activity ref set in advance as a reference value.
  • the predetermined ratio is a ratio that indicates an increase in fatigue or a decrease in concentration.
  • the ratio is set to about 0.5 to 0.9, and the parasympathetic activity ref is set. A value of about 0.5 to 0.9 times the value of is taken as a threshold of the parasympathetic nervous activity.
  • the vital sign (parasympathetic nerve activity) for worker A stored in # 50 and the vital sign threshold for each worker A held in # 51 (threshold for parasympathetic nerve activity) are the communication units. 32 to the terminal device 100. Then, the control unit 105 of the terminal device 100 (in particular, the comparison processing unit 105b, refer to FIG. 22) calculates an allowable range of the biomarker based on the biomarker threshold, and transmits the transmitted biomarker and the allowable range. Compare (# 52).
  • the comparison processing unit 105b sets the range larger than the biomarker threshold as the allowable range, and the parasympathetic nerve activity is in the allowable range. It is determined whether it is outside (whether or not it is below the allowable range) (# 53). If the parasympathetic nerve activity is within the allowable range, the process returns to # 52 to repeat the processing (compare the allowable range with the above-described biometric index acquired for the next task).
  • the comparison processing unit 105 b determines that the concentration of the worker A is reduced, and refreshes the worker A (the concentration
  • the instruction information for instructing the display prompting the recovery) is transmitted to the HMD 50 (# 54).
  • the control unit 54 controls the display element 51 to prompt information such as "Please take a break.” Or "Please perform stretching.” Is displayed (# 55).
  • the comparison processing unit 105 b of the terminal device 100 is based on the biometrics index (parasympathetic nerve activity level) of the worker A transmitted from the server 30 and the biometrics threshold for each worker A. Compare the tolerance with the tolerance determined, and when the biomarker for worker A is out of tolerance, output instruction information to instruct worker A to display a prompt for refreshing to HMD 50 (# 52 to # 54) . Then, the HMD 50 performs a display for prompting the worker A to refresh on the display element 51 based on the above instruction information (# 55).
  • the biometrics index parasympathetic nerve activity level
  • the worker A checks the displayed image (refresh instruction information) and takes a break, etc. It is possible to take appropriate measures and restore the concentration appropriately for each worker A.
  • the calculation of the parasympathetic nerve activity as a biological index may be performed by other than the server 30, and the ratio of the parasympathetic activity work during work of worker A to the parasympathetic activity ref as a biological index
  • the point which may be used is the same as that of the first embodiment.
  • a value of about 0.5 to 0.9 times the value of (parasympathetic nerve activity work) / (parasympathetic nerve activity ref) is set as a biomarker threshold for each worker A, and based on the biomarker threshold, The allowable range of the biomarker may be set for each worker A.
  • the comparison processing step (# 52, # 53) comparing the above-mentioned biometric index with the allowable range determined based on the preset threshold value for each worker (# 52, # 53 And, an output step (# 54) for outputting instruction information for instructing the operator to display a refresh when the biometric index is out of the allowable range, and urging the worker to refresh based on the instruction information.
  • the display process (# 55) which displays is included. As a result, the worker can see an indication prompting the user to refresh (in the HMD 50), take appropriate measures such as taking a break, and can restore concentration.
  • FIG. 29 is an explanatory view showing a schematic configuration of the condition monitoring system 1 of the present embodiment.
  • the state monitoring system 1 of the present embodiment is configured by further adding a terminal device 100 a and a printer 130 to the state monitoring system 1 of the second embodiment.
  • the printer 130 can communicate with the terminal device 100a through a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard, and an aggregation processing unit 105c described later of the terminal device 100a (see FIG. 30).
  • the output part which outputs the result totaled by) is comprised.
  • FIG. 30 is a block diagram showing a schematic configuration of the terminal device 100a.
  • the terminal device 100a has the same configuration as the terminal device 100 shown in FIG. 22 except that the control unit 105 further includes a tabulation processing unit 105c.
  • the terminal device 100a can communicate with the server 30 via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard.
  • the terminal device 100 a may be integrated with the server 30.
  • the tabulation processing unit 105 c periodically or information stored in the work information / biometric index storage unit 31 b of the server 30 (information transmitted from the server 30 when the terminal device 100 a is separate from the server 30) or Summarize at the set period and perform processing to create a report.
  • Such an aggregation processing unit 105c may be configured by the same CPU as the overall control unit 105a and the comparison processing unit 105b, or may be configured by a CPU different from these.
  • the tabulation processing unit 105c periodically tabulates the above information means that the information is tabulated at predetermined intervals such as one month or quarter.
  • tabulating in the set period means tabulating information in the tabulation period when the tabulation period is set and input as necessary using an input unit such as a keyboard.
  • aggregation means, for example, digitizing and summarizing a biomarker for each operation, or creating a graphed report.
  • FIG. 31 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment.
  • the processing up to # 17 is the same as the processing in the second embodiment shown in FIG.
  • the tabulation processing unit 105c of the terminal device 100a periodically performs the above information. Tabulate and create a report (# 19).
  • FIG. 32 shows that the tabulation processing unit 105c periodically blinks per unit time as a biometric index for each operation (for example, in one month from April 1, 2017 to April 30, 2017). ) Shows the tabulated results (reports).
  • the result tabulated by the tabulation processing unit 105c is output to the printer 130, where it is printed on a recording medium (for example, paper) (# 20).
  • a recording medium for example, paper
  • the work manager or the like looks at the contents output by the printer 130, As a daily management, it is possible to easily check whether an abnormality has occurred in some work. Further, for example, a predetermined period before and after the work improvement is set by an input unit (not shown), and the tabulation processing unit 105c of the terminal device 100a tabulates the stored information in each set period, and the tabulated result is a printer If the output is performed at 130, the administrator or the like can simply perform the quantitative evaluation of the improvement effect of the work by comparing the output results in both periods.
  • the counting processing unit 105 c counts the biometric index (the number of blinks per unit time) for each operation, but, for example, the barcode reader 120 (see FIG. When specifying the worker using the worker specifying unit such as FIG. 24) and associating the worker name, the work name, and the biometric index in the work information / biometric index storage unit 31b, the worker name is stored.
  • the biometric index may be totaled for each time, and the total result may be output by the printer 130.
  • the printer 130 is used as an output unit for outputting the aggregation result.
  • the aggregation result may be output by the display unit using a display unit such as a display.
  • the display unit described above may be configured by the display unit 101 of the terminal device 100a, or may be configured by an external display unit attached to the terminal device 100a.
  • FIG. 33 is an explanatory view showing a schematic configuration of the state monitoring system 1 of the present embodiment.
  • the state monitoring system 1 according to the present embodiment includes the server 30, the HMD 50, the biological information detecting device 90, and the terminal device 100, and the state monitoring system 1 according to the third embodiment (modified example) shown in FIG. Although it is common, it differs from the condition monitoring system 1 of the third embodiment in that the HMD 50 and the terminal device 100 function as a remote work support system.
  • the remote work support system is a system capable of displaying instruction information from a remote place on the HMD 50 and presenting it to the worker A. That is, in the remote work support system, an instruction (work information) on the work content of the worker A is input from the remote terminal device 100 and transmitted to the HMD 50, and the HMD 50 receives the instruction and displays the instruction contents as a video Do. As a result, it is possible to make the worker A visually recognize the displayed instruction content and support the work. Therefore, the terminal device 100 to which the work information of the worker A is input and the HMD 50 for receiving the work information from the terminal device 100 can obtain the work information acquisition unit 200 for acquiring the work information specifying the work of the worker A. It can be said that it is composed.
  • FIG. 34 is a block diagram showing the configuration of the main part of the HMD 50 of the present embodiment.
  • the HMD 50 of the present embodiment further includes an imaging unit 55 in addition to the configuration of FIG. 14.
  • the imaging unit 55 is a block that captures the front view of the worker A to obtain an image, and includes an imaging lens, an imaging device (for example, CCD, CMOS), a focusing mechanism, an aperture mechanism, a drive circuit, and an A / D conversion circuit. And so on. Data of an image acquired by the imaging unit 55 can be transmitted to the terminal device 100 via the communication unit 53 and the communication line, and as a result, in the terminal device 100, the display unit 101 can display the image. It is possible. Therefore, in the present embodiment, the HMD 50 and the terminal device 100 can communicate in both directions.
  • the image acquired by the imaging unit 55 of the HMD 50 can be shared by the HMD 50 and the terminal device 100.
  • the manager of the work or the like connects an instruction (for example, connector A and connector B) to the image while viewing the image displayed on the display unit 101 (see FIG. 22) of the terminal device 100.
  • Etc. and transmits the instruction to the HMD 50, and an image reflecting the above instruction can be displayed on the HMD 50 to enable communication.
  • a personal computer is used as the terminal device 100, but another portable information terminal such as a smartphone or a tablet may be used.
  • FIG. 35 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment.
  • a work instruction is input at the input unit 102 (see FIG. 22) of the terminal device 100 located at a remote place, and transmitted to the HMD 50 (# 61).
  • the HMD 50 when the work instruction is received (# 62), the content of the work instruction is displayed on the display element 51 (# 63), and it is presented to the worker A as a video, and the instruction content is transmitted to the server 30. (# 64).
  • the above-described processes of # 61 to # 62 correspond to a work information acquisition step of acquiring information (instruction content) specifying the work of the worker A as the work information.
  • the brain potential during the work of the worker A is detected and obtained by the brain potential sensor 91a of the biological information detecting device 90 (# 65; biological information detecting step).
  • the data of the brain potential of the worker A is transmitted to the server 30 (# 66), and the server 30 performs the same process as in the third embodiment. That is, when the server 30 receives data of brain potentials transmitted from the biological information detection apparatus 90 (# 67), the biological index acquisition unit 33c calculates ⁇ wave value / ⁇ wave value as a biological index based on the above data And acquire (# 68; biomarker acquisition step).
  • control unit 33 (for example, the overall control unit 33a) associates the instruction content of the work transmitted from the HMD 50 in # 64 with the biological index ( ⁇ wave value / ⁇ wave value) acquired in # 68.
  • the task information / biometric index storage unit 31b is stored (# 69; storage step).
  • the HMD 50 performs the work support by acquiring the instruction content input by the terminal device 100 as the work information and presenting the same to the worker A as a video. Thereby, the worker A can appropriately perform the operation based on the instruction from the remote place.
  • the work information acquisition process includes an instruction content acquisition process (# 62) of acquiring the instruction content input by the terminal device 100 as operation information by the HMD 50.
  • the state monitoring system 1 of the present embodiment further includes an instruction content display step (# 63) for presenting the instruction content acquired in the instruction content acquisition step to the worker A in the form of a video by the HMD 50. Thereby, the same effect as the above can be obtained.
  • the contents instructed from the remote place are often non-stationary work that changes according to the situation of the place.
  • the operation of manufacturing a product while repeating trial and error, such as the manufacture of a product in a development stage corresponds to the above-mentioned unsteady operation.
  • the above-mentioned processing can “visualize” the comfort of work that was non-stationary, it improves the comfort of work as needed, and Work that was targeted can be dropped into routine work.
  • the configuration in which the terminal device 100 issues a refresh instruction to the HMD 50 is applied to another embodiment, or the worker using the barcode reader 120 of the fourth embodiment. It is of course possible to apply the configuration to specify the above to the other embodiments, or to apply the configuration concerning aggregation and output of the biomarkers shown in the fifth embodiment to the other embodiments.
  • the biological information detection unit is not limited to the heartbeat sensor, the electro-oculography sensor, or the brain potential sensor described above, and a sensor for detecting the bio-information that can acquire a bio-indicator for determining fatigue or concentration is used. Just do it.
  • the state monitoring system and the state monitoring method of each embodiment described above may be expressed as follows.
  • the state monitoring system described above is a state monitoring system that monitors the state of a worker who works at a work site, and uses information specifying the work performed by the worker at the work site as work information It becomes an index for judging the state of the worker based on the work information acquisition unit to be acquired, the living body information detection unit for detecting the living body information which changes along with the work of the worker, and the living body information
  • a biometric index acquiring unit that acquires a biometric index
  • a work information / bioindex storage unit that associates and stores the work information and the biometric index.
  • the biological information detection unit may be any of a heart rate sensor, an electro-oculogram sensor, and a brain-potential sensor.
  • the biometric index may be an index for determining fatigue or concentration of the worker.
  • the biological information detection unit is a heart rate sensor, and the biological index is a parasympathetic nerve activity obtained based on a heart rate detected by the heart rate sensor, or a ratio of the parasympathetic nerve activity to a reference value May be
  • the biological information detection unit may be an electro-oculogram sensor, and the bio-index may be the number of blinks per unit time detected by the electro-oculogram sensor or a ratio of the number of blinks to a reference value.
  • the biological information detection unit is a brain potential sensor, and the biological index is a ratio of an alpha wave value to a beta wave value obtained based on a brain potential detected by the brain potential sensor, or a value of the ratio It may be a ratio to a reference value.
  • the work information acquisition unit identifies a work name of the work based on an imaging unit that captures the work of the worker and acquires an image, the image, and electronic data indicating a procedure of the work.
  • the information processing apparatus may further include a specific processing unit that acquires the work name as the work information.
  • the work information acquisition unit previously acquires, as the work information, the work content to be presented to the worker and the work name corresponding to the work content, and the head sequentially presents the work content to the worker by video. It may be configured of a part-mounted image display device.
  • the work information acquisition unit includes a head-mounted image display device and an external terminal device capable of communicating with the head-mounted image display device, and the head-mounted image display device includes the external terminal device.
  • the input instruction content may be acquired as the work information, and may be presented as a video to the worker.
  • the above-mentioned state monitoring system further includes a worker specifying unit for specifying the worker by reading the worker identification information, and the work information / biometric index storage unit is specified by the worker specifying unit.
  • the information on the worker, the work information, and the biometric index may be stored in association with each other.
  • the worker identification unit may identify the worker by reading bar code information as the identification information assigned to each worker.
  • the state monitoring system described above outputs an aggregation processing unit that aggregates information stored in the work information / biometric index storage unit periodically or in a set period, and the result of aggregation by the aggregation processing unit. And an output unit.
  • the condition monitoring system described above compares the biometric index with an allowable range determined based on a preset threshold value for each operation, and refreshes the worker when the biometric index is out of the allowable range. And a display unit for performing a display for prompting the worker to refresh based on the instruction information.
  • the condition monitoring system described above compares the biometric indicator with a tolerance determined based on a preset threshold value for each worker, and when the biometric indicator is out of the tolerance, the operator
  • the display device may include a comparison processing unit that outputs instruction information for instructing a display prompting for refreshing, and a display unit for performing a display for prompting the worker to refresh based on the instruction information.
  • the display unit may be a head mounted image display device mounted on the head of the worker.
  • the state monitoring method described above is a state monitoring method for monitoring the state of a worker who performs work at a work site, and information specifying the work performed by the worker at the work site is used as the work information. It becomes an index for judging the state of the worker based on the work information acquisition process to acquire, the living body information detection process of detecting the living body information which changes along with the work of the worker, and the living body information It includes a biometric index acquisition step of acquiring a biomarker, and a storage step of associating and storing the work information and the biometric index.
  • the above state monitoring method further includes an imaging step of capturing the work of the worker and acquiring an image, and in the work information acquisition step, based on the image and electronic data indicating a procedure of the work.
  • the work name of the work may be specified, and the work name may be acquired as the work information.
  • the state monitoring method described above includes the task contents shown by the head-mounted type video display device which acquires in advance the task content to be presented to the worker and the task name corresponding to the task content as the task information. And the output step of outputting the work information from the head-mounted image display device, and the storage step outputs the information from the head-mounted image display device.
  • the task information may be stored in association with the biometric index.
  • the work information acquisition process further includes an instruction contents acquisition process of acquiring, as the work information, the instruction content input by the external terminal apparatus by the head mounted video display apparatus, the state monitoring method includes the instruction content acquisition
  • the method may further include an instruction content display step of presenting the instruction content acquired in a step to the operator in the form of a video by the head mounted video display device.
  • the above state monitoring method further includes a worker identification step of identifying the worker by reading the identification information of the worker, and in the storage step, the worker identification process identified in the worker identification step Information, the work information, and the biometric index may be associated and stored.
  • the present invention can be used, for example, in a state monitoring system and a state monitoring method for monitoring the state of a worker who works at a work site.

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Pathology (AREA)
  • Business, Economics & Management (AREA)
  • Human Resources & Organizations (AREA)
  • Quality & Reliability (AREA)
  • Economics (AREA)
  • Psychology (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Psychiatry (AREA)
  • Ophthalmology & Optometry (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Child & Adolescent Psychology (AREA)
  • Hospice & Palliative Care (AREA)
  • Tourism & Hospitality (AREA)
  • General Business, Economics & Management (AREA)
  • Marketing (AREA)
  • Theoretical Computer Science (AREA)
  • Development Economics (AREA)
  • Developmental Disabilities (AREA)
  • Educational Technology (AREA)
  • Operations Research (AREA)
  • Game Theory and Decision Science (AREA)
  • Educational Administration (AREA)
  • Social Psychology (AREA)
  • Human Computer Interaction (AREA)
  • Cardiology (AREA)

Abstract

This state monitoring system for monitoring the state of a worker working at a work site is provided with: a work information acquisition unit (34) which acquires, as work information, information for identifying the work to be performed by the worker at the work site; a biological information detection unit which detects biological information that is varied according to the work performed by the worker; a biological index acquisition unit (33c) which, on the basis of the biological information, acquires a biological index that serves as an index for determining the state of the worker; and a work information/biological index storage unit (31b) which stores the work information and the biological index in association with each other.

Description

状態監視システムおよび状態監視方法Condition monitoring system and method

 本発明は、作業現場で作業を行う作業者の状態を監視する状態監視システムおよび状態監視方法に関するものである。 The present invention relates to a state monitoring system and a state monitoring method for monitoring the state of a worker who works at a work site.

 従来から、被検者の生体情報を検出する装置が種々提案されている。例えば特許文献1では、被検者の頭部に装着されて被検者の脳活動信号を検出する装置が開示されている。この装置は、ヘッドバンドのような部材(フレーム)の内側に脳活動信号検出用の電極が配置されて構成されている。近年では、このようなウェアラブルな生体情報検出装置が実現されている。 Conventionally, various apparatuses for detecting biological information of a subject have been proposed. For example, Patent Document 1 discloses an apparatus which is attached to the head of a subject and detects a brain activity signal of the subject. This device is configured by arranging an electrode for detecting a brain activity signal inside a member (frame) such as a headband. In recent years, such a wearable biological information detection apparatus has been realized.

 また、例えば特許文献2では、運転者の眼の動きを監視するセンサと、動作センサ(例えば加速度センサ)とを備えた頭部装着式装置が提案されている。前者のセンサにより、運転者の眼の向きを検出でき、後者のセンサにより、振動を検出して、乗物が動いているか静止しているかを検出できる。したがって、上記両センサで検出される情報を用いることにより、運転者の運転中の眠気および不注意を監視し、必要に応じて適切な対応を採ることができる。例えば、運転者が下向きで注視している時間が所定時間よりも長く、かつ、乗物が動いている場合には、運転者は不注意の状態であるとして、警報が発せられる。 Further, for example, Patent Document 2 proposes a head-mounted device provided with a sensor that monitors the movement of the driver's eyes and a motion sensor (for example, an acceleration sensor). The former sensor can detect the direction of the driver's eye, and the latter sensor can detect vibration to detect whether the vehicle is moving or stationary. Therefore, by using the information detected by both the sensors, it is possible to monitor drowsiness and carelessness during driving of the driver and to take appropriate measures as necessary. For example, if the driver is gazing downward at a longer time than a predetermined time and the vehicle is moving, an alert is issued on the assumption that the driver is careless.

 また、例えば特許文献3では、作業状態に応じた作業指示を与える作業ナビゲーション情報を電動工具に送信することにより、作業状態に応じた適切な作業を可能にする電動工具の作業状態管理システムが提案されている。 Further, for example, in Patent Document 3, a working state management system for a power tool is proposed, which enables appropriate work according to the working state by transmitting work navigation information giving work instructions according to the working state to the power tool. It is done.

特開2017-108759号公報(請求項1、図1等参照)Unexamined-Japanese-Patent No. 2017-108759 (refer Claim 1, FIG. 1 etc.) 特表2011-528242号公報(請求項1、段落〔0001〕、〔0007〕、〔0016〕、図1等参照)JP-A-2011-528242 (see claim 1, paragraphs [0001], [0007], [0016], FIG. 1, etc.) 特開2017-62556号公報(請求項1、段落〔0011〕、図1等参照)JP-A-2017-62556 (see claim 1, paragraph [0011], FIG. 1, etc.)

 ところで、例えば製品の生産(製品の加工や組立を含む)が行われる工場などの現場や、部品や製品の出し入れ作業が行われる物流倉庫などの現場(以下、これらの現場を「作業現場」とも称する)では、作業効率の向上を目的とする作業の改善が日々検討されている。しかし、従来においては、製品の不良(ミス)の数やタクトタイムの長さを指標として、改善すべき作業を特定しており、作業の改善において、作業者が快適に作業できるか否かが考慮されることは稀であった。そのため、例えば作業時間は短いが、作業者の体勢が悪く、辛い作業などは、作業の改善候補に入らず、作業者に辛い作業を強い続けた結果、事故や疾病が生じたり、その後に別の作業を行う場合でも、疲労の蓄積によって上記別の作業の効率が低下するなどの事態が生じる場合があった。 Incidentally, for example, a site such as a factory where product production (including product processing and assembly) is performed, a site such as a distribution warehouse where parts and products are put in and out (hereinafter, these sites are also referred to as “work sites”) In the case of), improvement of work aiming at improvement of work efficiency is considered daily. However, in the past, the number of product defects (mistakes) and the length of tact time have been used as indicators to identify the work to be improved, and it is determined whether the workers can comfortably work in the improvement of the work. It was rare to be considered. Therefore, for example, the working time is short, but the worker's physical condition is not good, and the hard work etc. is not a candidate for improvement of the work, and as a result the worker continues hard work hard, resulting in an accident or disease. Even in the case of carrying out the work of (2), there may be a situation where the efficiency of the other work is lowered due to the accumulation of fatigue.

 したがって、作業現場での作業者の作業を改善するにあたっては、作業者の「作業の快適さ(作業のしやすさ)」を考慮して作業を改善することが必要であり、そのためには、作業者が行う作業について、作業者の肉体的・精神的な負担を把握して、作業者の「作業の快適さ」を把握できるようにすることが必要である。しかし、作業現場で作業者が行う作業との関係で、作業者の「作業の快適さ」を把握できるようにするシステムや方法は、未だ提案されていない。 Therefore, in order to improve the work of the worker at the work site, it is necessary to improve the work in consideration of the "comfort of the work (easiness of work)" of the worker. With regard to the work performed by the worker, it is necessary to be able to grasp the worker's physical and mental burden and to understand the worker's “comfort”. However, no system or method has been proposed for making it possible to grasp the "comfort of the work" in relation to the work performed by the work site.

 なお、上述した特許文献1は、生体情報(脳活動信号)を検出する装置の一例を開示しているだけであり、生体情報と被検者が行う作業との関係については一切検討されておらず、被検者が行う作業との関係で、「作業の快適さ」を追求して把握できるようにするものではない。また、特許文献2は、運転者が乗物に乗って運転している最中の眼の向きを検出して、不注意の有無を検出するものであるが、製品の生産や倉庫に対する出し入れが行われる作業現場において生体情報を検出したり、作業の改善を図るものではない。また、特許文献3は、作業ナビゲーション情報を電動工具に送信して、作業を誘導する点の開示に留まり、作業者が行う作業について、「作業の快適さ」を把握できるようにする点の開示は一切ない。 In addition, the patent document 1 mentioned above only discloses an example of the apparatus which detects biological information (brain activity signal), and the relationship between the biological information and the operation | work which a subject performs is considered at all. In addition, in relation to the work performed by the subject, "comfort of work" can not be pursued and grasped. Further, Patent Document 2 detects the direction of eyes while the driver is driving on a vehicle and detects the presence or absence of carelessness. It is not intended to detect biological information or improve work at the work site where it is used. Moreover, patent document 3 transmits operation | movement navigation information to an electric tool, and it is disclosed in the disclosure of the point which guide | induces operation | work, and the disclosure of the point which makes it possible to grasp "comfort of operation" about the operation | work which an operator performs. There is no

 本発明は、上記の問題点を解決するためになされたもので、その目的は、作業現場で作業者が行う作業との関係で、作業者の「作業の快適さ」を把握でき、把握した「作業の快適さ」に基づく作業の改善によって、作業者の作業中の事故や疾病を防ぐとともに、作業効率を向上させることを可能にする状態監視システムおよび状態監視方法を提供することにある。 The present invention has been made to solve the above-mentioned problems, and the purpose thereof is to grasp the "comfort of the work" of the worker in relation to the work performed by the worker at the work site. An object of the present invention is to provide a condition monitoring system and a condition monitoring method capable of preventing an accident or a disease during the work of a worker and improving the work efficiency by improving the work based on the "comfort of the work".

 本発明の一側面に係る状態監視システムは、作業現場で作業を行う作業者の状態を監視する状態監視システムであって、前記作業者が前記作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得部と、前記作業者の前記作業に伴って変化する生体情報を検出する生体情報検出部と、前記生体情報に基づいて、前記作業者の状態を判断するための指標となる生体指標を取得する生体指標取得部と、前記作業情報と前記生体指標とを関連付けて記憶する作業情報/生体指標記憶部とを備えている。 The state monitoring system according to one aspect of the present invention is a state monitoring system that monitors the state of a worker who works at a work site, and includes information for specifying the work performed by the worker at the work site, the work information And a biological information detection unit for detecting biological information that changes along with the work of the worker, and an index for determining the state of the worker based on the biological information And a task information / bioindex storage unit for storing the task information and the bioindex in association with each other.

 本発明の他の側面に係る状態監視方法は、作業現場で作業を行う作業者の状態を監視する状態監視方法であって、前記作業者が前記作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得工程と、前記作業者の前記作業に伴って変化する生体情報を検出する生体情報検出工程と、前記生体情報に基づいて、前記作業者の状態を判断するための指標となる生体指標を取得する生体指標取得工程と、前記作業情報と前記生体指標とを関連付けて記憶する記憶工程とを含む。 A state monitoring method according to another aspect of the present invention is a state monitoring method for monitoring the state of a worker who performs work at a work site, the information for specifying the work performed by the worker at the work site, An indicator for determining the state of the worker based on the work information acquisition process to be acquired as information, the living body information detection process for detecting the living body information that changes along with the work of the worker, and the living body information And a storage step of associating and storing the work information and the biometric index.

 作業者が作業現場で行う作業についての作業情報(例えば作業名)と、生体指標(例えば副交感神経活性度、まばたき回数、α波値/β波値)とを関連付けて作業情報/生体指標記憶部に記憶しておくことにより、第三者は、例えば外部端末からのアクセスによって作業情報/生体指標記憶部に記憶された情報を把握することが可能となる。そして、第三者は、把握した生体指標に基づき、作業現場で行われる作業者の作業について、作業者の肉体的・精神的な負担を把握して、作業者の「作業の快適さ」を把握することが可能となる。したがって、第三者は、把握した「作業の快適さ」に基づいて、作業者の作業を改善することが可能となり、その作業の改善によって、作業者の作業中の事故や疾病を防ぐとともに、作業効率を向上させることが可能となる。 Work information / bioindicator storage unit by associating work information (for example, work name) about the work performed by the worker at the work site and a biometric index (for example, parasympathetic nerve activity, blink frequency, α wave value / β wave value) By storing in the third party, the third party can grasp the information stored in the work information / biometric index storage unit, for example, by the access from the external terminal. Then, the third party grasps the physical and mental burden of the worker about the work of the worker performed on the work site based on the grasped biometric index, and "comfort of the worker" It becomes possible to grasp. Therefore, the third party can improve the work of the worker based on the "comfort of the work", and by the improvement of the work, it is possible to prevent an accident or a disease during the work of the worker, It becomes possible to improve work efficiency.

本発明の実施の一形態に係る状態監視システムの概略の構成を示す説明図である。It is an explanatory view showing the schematic structure of the state surveillance system concerning one embodiment of the present invention. 上記状態監視システムが有するカメラの概略の構成を示すブロック図である。It is a block diagram showing an outline composition of a camera which the above-mentioned state surveillance system has. 上記状態監視システムが有する生体情報検出装置を拡大して示す説明図である。It is an explanatory view expanding and showing a living body information detecting device which the above-mentioned state surveillance system has. 上記生体情報検出装置の主要部の構成を示すブロック図である。It is a block diagram which shows the structure of the principal part of the said biometric information detection apparatus. 上記状態監視システムが有するサーバーの概略の構成を示すブロック図である。It is a block diagram showing an outline composition of a server which the above-mentioned state surveillance system has. 上記状態監視システムにおける処理の大まかな流れを示す説明図である。It is an explanatory view showing a rough flow of processing in the above-mentioned state surveillance system. 上記生体情報検出装置によって検出される心拍数の経時的な変化の一例を示すグラフである。It is a graph which shows an example of a temporal change of the heart rate detected by the above-mentioned living body information detecting device. 上記心拍数のデータに基づいて得られるRR間隔の時系列データを示すグラフである。It is a graph which shows the time series data of RR interval obtained based on the data of the above-mentioned heart rate. 図8の時間範囲(A)における周波数解析結果を示すグラフである。It is a graph which shows the frequency analysis result in time range (A) of FIG. 図8の時間範囲(B)における周波数解析結果を示すグラフである。It is a graph which shows the frequency analysis result in time range (B) of FIG. 本発明の他の実施の形態に係る状態監視システムの概略の構成を示す説明図である。It is an explanatory view showing a schematic structure of a state surveillance system concerning other embodiments of the present invention. 上記状態監視システムが有する生体情報検出装置および頭部装着型映像表示装置を拡大して示す斜視図である。It is a perspective view expanding and showing a living body information detecting device and a head-worn-type image display device which the above-mentioned state surveillance system has. 上記生体情報検出装置の主要部の構成を示すブロック図である。It is a block diagram which shows the structure of the principal part of the said biometric information detection apparatus. 上記頭部搭載型映像表示装置の主要部の構成を示すブロック図である。It is a block diagram which shows the structure of the principal part of the said head-mounted image display apparatus. 上記状態監視システムにおける処理の大まかな流れを示す説明図である。It is an explanatory view showing a rough flow of processing in the above-mentioned state surveillance system. 上記頭部搭載型映像表示装置が有する映像表示部の概略の構成を示す断面図である。It is sectional drawing which shows the schematic structure of the video display part which the said head-mounted type | mold video display apparatus has. 本発明のさらに他の実施の形態に係る状態監視システムの概略の構成を示す説明図である。It is explanatory drawing which shows a schematic structure of the state monitoring system which concerns on the further another embodiment of this invention. 上記状態監視システムが有する生体情報検出装置およびHMDを拡大して示す斜視図である。It is a perspective view expanding and showing a living body information detecting device and HMD which the above-mentioned state surveillance system has. 上記生体情報検出装置の主要部の構成を示すブロック図である。It is a block diagram which shows the structure of the principal part of the said biometric information detection apparatus. 上記状態監視システムにおける処理の大まかな流れを示す説明図である。It is an explanatory view showing a rough flow of processing in the above-mentioned state surveillance system. 上記状態監視システムの変形例の構成を示す説明図である。It is an explanatory view showing the composition of the modification of the above-mentioned state surveillance system. 上記変形例の状態監視システムが有する端末装置の構成を示すブロック図である。It is a block diagram which shows the structure of the terminal device which the state monitoring system of the said modification has. 上記変形例の状態監視システムにおける処理の大まかな流れを示す説明図である。It is explanatory drawing which shows the rough flow of the process in the state monitoring system of the said modification. 本発明のさらに他の実施の形態に係る状態監視システムの概略の構成を示す説明図である。It is explanatory drawing which shows a schematic structure of the state monitoring system which concerns on the further another embodiment of this invention. 上記状態監視システムが有するバーコードリーダーの概略の構成を示すブロック図である。It is a block diagram which shows the schematic structure of the barcode reader which the said status monitoring system has. 上記状態監視システムにおける処理の大まかな流れを示す説明図である。It is an explanatory view showing a rough flow of processing in the above-mentioned state surveillance system. 上記状態監視システムの変形例の構成を示す説明図である。It is an explanatory view showing the composition of the modification of the above-mentioned state surveillance system. 上記変形例の状態監視システムにおける処理の大まかな流れを示す説明図である。It is explanatory drawing which shows the rough flow of the process in the state monitoring system of the said modification. 本発明のさらに他の実施の形態に係る状態監視システムの概略の構成を示す説明図である。It is explanatory drawing which shows a schematic structure of the state monitoring system which concerns on the further another embodiment of this invention. 上記状態監視システムが有する端末装置の概略の構成を示すブロック図である。It is a block diagram which shows the schematic structure of the terminal device which the said state monitoring system has. 上記状態監視システムにおける処理の大まかな流れを示す説明図である。It is an explanatory view showing a rough flow of processing in the above-mentioned state surveillance system. 上記状態監視システムが有する集計処理部による集計結果の一例を示す説明図である。It is an explanatory view showing an example of a total result by a total processing part which the above-mentioned state surveillance system has. 本発明のさらに他の実施の形態に係る状態監視システムの概略の構成を示す説明図である。It is explanatory drawing which shows a schematic structure of the state monitoring system which concerns on the further another embodiment of this invention. 上記状態監視システムが有する頭部装着型映像表示装置の主要部の構成を示すブロック図である。It is a block diagram which shows the structure of the principal part of the head mounted image display apparatus which the said state monitoring system has. 上記状態監視システムにおける処理の大まかな流れを示す説明図である。It is an explanatory view showing a rough flow of processing in the above-mentioned state surveillance system.

 本発明の各実施の形態について、図面に基づいて説明すれば、以下の通りである。なお、各実施の形態で共通する構成には共通の部材番号を付記し、その説明を省略することがある。また、本明細書において、数値範囲をa~bと表記した場合、その数値範囲に下限aおよび上限bの値は含まれるものとする。 It will be as follows if each embodiment of the present invention is described based on a drawing. In addition, a common member number may be added to the configuration common to each embodiment, and the description thereof may be omitted. Further, in the present specification, when the numerical range is represented as a to b, the values of the lower limit a and the upper limit b are included in the numerical range.

 なお、本明細書において、「作業現場」とは、作業者が作業を行う現場を指す。ここで、作業者が行う作業には、製品の製造(加工や組立を含む)や検品などの作業のほか、製造に必要な部品や、上記部品を用いて製造された製品を物流倉庫(保管場所、収納部屋)から出し入れする作業も含まれる。例えば、製品の発注を受けた後に、倉庫から製品をピッキングする行為も、作業現場での作業に含まれる。したがって、「作業現場」には、製品の製造等を行う工場などの現場のほか、物流倉庫が含まれる。なお、作業現場の外部で行われる行為(例えば作業現場から他の場所に製品を搬出するために行う車両の運転行為)は、「作業現場で行う作業」には含まれない。 In the present specification, “work site” refers to a site where a worker works. Here, for the work performed by the worker, in addition to work such as product manufacture (including processing and assembly) and inspection, etc., distribution warehouses (storage of parts necessary for manufacturing and products manufactured using the above parts) It also includes work to get in and out of places and storage rooms. For example, after receiving an order for a product, an act of picking the product from the warehouse is also included in the work at the work site. Therefore, the "work site" includes a distribution warehouse as well as a site such as a factory that manufactures products. Note that an action performed outside the work site (for example, a driving action of a vehicle performed to carry out a product from the work site to another place) is not included in the “work performed at the work site”.

 〔実施の形態1〕
 (状態監視システムの全体構成)
 図1は、本実施形態の状態監視システム1の概略の構成を示す説明図である。状態監視システム1は、作業現場で作業を行う作業者Aの作業中の状態を監視するシステムであり、カメラ10と、生体情報検出装置20と、サーバー30とを含んで構成されている。カメラ10とサーバー30、生体情報検出装置20とサーバー30とは、無線LAN(Local Area Network)などの通信回線を介して通信可能に接続されている。なお、相互間の通信形態は、Bluetooth(登録商標)規格に基づく無線通信であってもよい。カメラ10および生体情報検出装置20は、作業者Aの数に応じて設けられる。
First Embodiment
(Overall configuration of status monitoring system)
FIG. 1 is an explanatory view showing a schematic configuration of the state monitoring system 1 of the present embodiment. The condition monitoring system 1 is a system for monitoring the condition of the worker A who is working at the work site, and includes a camera 10, a biological information detection device 20, and a server 30. The camera 10 and the server 30, and the biological information detection apparatus 20 and the server 30 are communicably connected via a communication line such as a wireless LAN (Local Area Network). The mutual communication form may be wireless communication based on the Bluetooth (registered trademark) standard. The camera 10 and the biological information detection apparatus 20 are provided according to the number of workers A.

 サーバー30は、システム外部の端末装置100と通信回線を介して通信可能に接続されている。これにより、作業者A以外の第三者(例えば作業の管理者や監督者であり、以下、管理者等とも称する)は、端末装置100からサーバー30にアクセスして、サーバー30に記憶されている情報を把握することが可能である。なお、端末装置100は、状態監視システム1に含まれていてもよく(図21参照)、また、サーバー30と一体的に構成されてもよい。以下、状態監視システム1を構成する各部の詳細について、さらに説明する。 The server 30 is communicably connected to a terminal device 100 outside the system via a communication line. Thus, a third party other than the worker A (for example, a manager or supervisor of a work, hereinafter also referred to as a manager or the like) accesses the server 30 from the terminal device 100 and is stored in the server 30 It is possible to grasp the existing information. The terminal device 100 may be included in the state monitoring system 1 (see FIG. 21) or may be configured integrally with the server 30. Hereinafter, the details of each part constituting the state monitoring system 1 will be further described.

 (カメラの構成)
 図2は、カメラ10の概略の構成を示すブロック図である。カメラ10は、撮像部11と、記憶部12と、通信部13と、制御部14とを有している。カメラ10は、作業者Aを視野に収めることができる位置に設置されている。
(Configuration of camera)
FIG. 2 is a block diagram showing a schematic configuration of the camera 10. The camera 10 includes an imaging unit 11, a storage unit 12, a communication unit 13, and a control unit 14. The camera 10 is installed at a position where the worker A can be included in the field of view.

 撮像部11は、作業者Aおよびその作業を撮影して画像を取得するブロックであり、撮像レンズ、撮像素子(例えばCCD(Charge Coupled Device)、CMOS(Complementary Metal Oxide Semiconductor))、フォーカス機構、絞り機構、駆動回路およびA/D(analog/digital)変換回路などを含んで構成されている。記憶部12は、制御部14の動作プログラムのほか、撮像部11にて取得された画像のデータを一時的に記憶するメモリであり、例えばRAM(Random Access Memory)、ROM(Read Only Memory)、不揮発性メモリなどを含んで構成されている。通信部13は、上記画像のデータを外部に送信するための通信インターフェースであり、送信回路やアンテナなどを含んで構成されている。制御部14は、例えばCPU(Central Processing Unit;中央演算処理装置)で構成されており、カメラ10の各部の動作を制御する。 The imaging unit 11 is a block that captures an image by capturing the worker A and his work, and an imaging lens, an imaging device (for example, a charge coupled device (CCD), a complementary metal oxide semiconductor (CMOS)), a focusing mechanism, and an aperture A mechanism, a drive circuit, an A / D (analog / digital) conversion circuit, and the like are included. The storage unit 12 is a memory for temporarily storing data of an image acquired by the imaging unit 11 in addition to the operation program of the control unit 14, and, for example, a RAM (Random Access Memory), a ROM (Read Only Memory), It is configured to include a non-volatile memory and the like. The communication unit 13 is a communication interface for transmitting the data of the image to the outside, and includes a transmission circuit, an antenna, and the like. The control unit 14 is configured by, for example, a CPU (Central Processing Unit), and controls the operation of each unit of the camera 10.

 (生体情報検出装置の構成)
 図3は、生体情報検出装置20を拡大して示す説明図である。生体情報検出装置20は、作業者Aに装着されて作業者Aの生体情報を検出する、ウェアラブルな検出装置である。この生体情報検出装置20は、本実施形態では、作業者Aの腕部に通されて固定されるベルト本体20aと、ベルト本体20aの表面に取り付けられて、検出した各種情報を表示する表示部24とを有している。
(Configuration of biological information detection device)
FIG. 3 is an explanatory view showing the biological information detection apparatus 20 in an enlarged manner. The living body information detection device 20 is a wearable detection device that is attached to the worker A and detects the living body information of the worker A. In the present embodiment, the living body information detection apparatus 20 is attached to the surface of the belt body 20a which is passed through and fixed to the arm of the worker A and the surface of the belt body 20a, and a display unit for displaying various information detected And 24.

 図4は、生体情報検出装置20の主要部の構成を示すブロック図である。生体情報検出装置20は、上記の表示部24に加えて、生体情報検出部21と、記憶部22と、通信部23と、制御部25とを有している。 FIG. 4 is a block diagram showing the configuration of the main part of the biological information detection apparatus 20. As shown in FIG. The biological information detection device 20 includes a biological information detection unit 21, a storage unit 22, a communication unit 23, and a control unit 25 in addition to the display unit 24 described above.

 生体情報検出部21は、作業者Aが行う作業に伴って変化する上記生体情報として、心拍数を検出する心拍センサ21aで構成されている。記憶部22は、制御部25の動作プログラムのほか、生体情報検出部21にて検出された生体情報(ここでは心拍数のデータ)を一時的に記憶するメモリであり、例えばRAM、ROM、不揮発性メモリなどを含んで構成されている。通信部23は、上記生体情報を外部に送信したり、外部から送信される情報を受信するための通信インターフェースであり、送信回路、受信回路およびアンテナなどを含んで構成されている。制御部25は、例えばCPUで構成されており、生体情報検出装置20の各部の動作を制御する。なお、生体情報検出装置20は、上記した心拍センサ21a以外に、例えば位置、紫外線量、加速度、気圧などを検出するセンサを別途含んでいてもよい。 The living body information detection unit 21 is configured of a heart rate sensor 21 a that detects a heart rate as the living body information that changes in accordance with the work performed by the worker A. The storage unit 22 is a memory for temporarily storing biological information (here, heart rate data) detected by the biological information detection unit 21 in addition to the operation program of the control unit 25. For example, RAM, ROM, non-volatile memory Memory is included. The communication unit 23 is a communication interface for transmitting the living body information to the outside or receiving information transmitted from the outside, and includes a transmitting circuit, a receiving circuit, an antenna, and the like. The control unit 25 includes, for example, a CPU, and controls the operation of each unit of the biological information detection apparatus 20. The living body information detection apparatus 20 may separately include, for example, a sensor that detects a position, an amount of ultraviolet light, an acceleration, an atmospheric pressure, and the like, in addition to the above-described heart rate sensor 21a.

 上記構成の生体情報検出装置20としては、例えばマイクロソフト社製の「Microsoft Band2」を用いることができる。 For example, “Microsoft Band 2” manufactured by Microsoft Corporation can be used as the living body information detection apparatus 20 having the above configuration.

 (サーバーの構成)
 図5は、サーバー30の概略の構成を示すブロック図である。サーバー30は、記憶部31と、通信部32と、制御部33とを有している。
(Server configuration)
FIG. 5 is a block diagram showing a schematic configuration of the server 30. As shown in FIG. The server 30 includes a storage unit 31, a communication unit 32, and a control unit 33.

 記憶部31は、例えばハードディスクで構成されており、作業手順データ記憶部31aと、作業情報/生体指標記憶部31bと、動作プログラム記憶部31cとを有している。作業手順データ記憶部31aは、作業手順(マニュアル)を示す電子データを記憶する。作業情報/生体指標記憶部31bは、後述する作業情報取得部34にて取得される作業情報(例えば作業名)と、後述する生体指標取得部33cにて取得される生体指標(例えば作業者Aの心拍数に基づいて得られる副交感神経活性度)とを関連付けて記憶する。なお、「関連付けて」とは、上記作業情報と上記生体指標とが1対1に対応していることを指す。動作プログラム記憶部31cは、制御部33が実行する動作プログラムを記憶する。 The storage unit 31 is configured of, for example, a hard disk, and includes a work procedure data storage unit 31 a, a work information / biometric index storage unit 31 b, and an operation program storage unit 31 c. The work procedure data storage unit 31a stores electronic data indicating a work procedure (manual). The work information / biometric index storage unit 31 b includes work information (for example, work name) acquired by the work information acquisition unit 34 described later, and a biometric index acquired by the later-described biological index acquisition unit 33 c (e.g. The parasympathetic nerve activity obtained based on the heart rate of Note that “in association” indicates that the work information and the biometric index correspond to each other on a one-on-one basis. The operation program storage unit 31c stores an operation program to be executed by the control unit 33.

 通信部32は、カメラ10および生体情報検出装置20との間で情報を送受信するための通信インターフェースであり、送信回路、受信回路およびアンテナなどを含んで構成されている。 The communication unit 32 is a communication interface for transmitting and receiving information to and from the camera 10 and the biological information detection apparatus 20, and includes a transmission circuit, a reception circuit, an antenna, and the like.

 制御部33は、全体制御部33aと、特定処理部33bと、生体指標取得部33cとを有している。全体制御部33a、特定処理部33bおよび生体指標取得部33cは、1つのCPUで一体的に構成されていてもよいし、別々のCPUで構成されていてもよい。全体制御部33aは、サーバー30の各部の動作を制御する。 The control unit 33 includes an overall control unit 33a, a specification processing unit 33b, and a biometric index acquisition unit 33c. The overall control unit 33a, the specific processing unit 33b, and the biometric index acquisition unit 33c may be integrally configured by one CPU, or may be configured by separate CPUs. The overall control unit 33 a controls the operation of each unit of the server 30.

 特定処理部33bは、カメラ10の撮像部11で取得された画像(作業者Aの作業中の画像)と、作業手順データ記憶部31aに記憶された作業手順を示す電子データとに基づいて、作業者Aが行っている作業の作業名を特定し、特定した作業名を作業情報として取得する。なお、作業名を特定する具体的な手法については後述する。なお、上述したカメラ10の撮像部11と、サーバー30の特定処理部33bとは、作業者Aが作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得部34を構成している。 The identification processing unit 33 b is based on the image acquired by the imaging unit 11 of the camera 10 (image at work of the worker A) and the electronic data indicating the work procedure stored in the work procedure data storage unit 31 a. The task name of the task performed by the worker A is identified, and the identified task name is acquired as task information. The specific method of specifying the work name will be described later. The imaging unit 11 of the camera 10 described above and the identification processing unit 33b of the server 30 constitute a work information acquisition unit 34 that acquires, as work information, information specifying the work performed by the worker A at the work site. ing.

 生体指標取得部33cは、生体情報検出装置20の生体情報検出部21にて検出された生体情報に基づいて、作業者Aの状態を判断するための指標となる生体指標を取得する。なお、生体指標を取得する具体的な手法については後述する。 Based on the biological information detected by the biological information detection unit 21 of the biological information detection apparatus 20, the biological index acquisition unit 33c acquires a biological index serving as an index for determining the state of the worker A. In addition, the specific method of acquiring a biometric index is mentioned later.

 (状態監視方法について)
 図6は、本実施形態の状態監視システム1における処理の大まかな流れを示す説明図である。以下、図6を参照して、本実施形態の状態監視方法について説明する。なお、ここでは、作業者Aは、予め用意された作業手順書に沿って作業を実施し、上記作業手順書の電子データが、作業手順データ記憶部31aに記憶されているものとする。
(About the state monitoring method)
FIG. 6 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment. Hereinafter, the state monitoring method of the present embodiment will be described with reference to FIG. Here, it is assumed that the worker A carries out the work according to the work procedure manual prepared in advance, and the electronic data of the work procedure manual is stored in the work procedure data storage unit 31a.

 カメラ10の撮像部11が、作業者Aの作業を撮影して画像を取得すると(#1)、制御部14は、撮像部11にて取得された画像(作業画像)のデータを、通信部13を介してサーバー30に送信する(#2)。 When the imaging unit 11 of the camera 10 captures the work of the worker A and acquires an image (# 1), the control unit 14 transmits the data of the image (work image) acquired by the imaging unit 11 to the communication unit It transmits to the server 30 through 13 (# 2).

 また、生体情報検出装置20の生体情報検出部21(心拍センサ21a)が、作業者Aの作業に伴って変化する心拍数を検出すると(#3;生体情報検出工程)、制御部25は、心拍センサ21aにて取得された心拍数のデータを、通信部23を介してサーバー30に送信する(#4)。 In addition, when the biological information detection unit 21 (heart rate sensor 21a) of the biological information detection device 20 detects a heart rate that changes with the work of the worker A (# 3; biological information detection step), the control unit 25 Data of the heart rate acquired by the heart rate sensor 21a is transmitted to the server 30 via the communication unit 23 (# 4).

 サーバー30では、制御部33(特に特定処理部33b)により、作業手順データ記憶部31aから作業手順を示す電子データが読み出される(#5)。サーバー30は、通信部32を介して、カメラ10から送信された作業画像のデータを受信すると(#6)、特定処理部33bは、上記作業手順を示す電子データと、上記作業画像のデータとに基づいて、作業者Aが行っている作業の作業名を特定し、特定した作業名を作業情報として取得する(#7;作業情報取得工程)。 In the server 30, the control unit 33 (in particular, the specific processing unit 33b) reads electronic data indicating the work procedure from the work procedure data storage unit 31a (# 5). When the server 30 receives the data of the work image transmitted from the camera 10 via the communication unit 32 (# 6), the specification processing unit 33b receives the electronic data indicating the work procedure and the data of the work image. The work name of the work performed by the worker A is specified based on the above, and the specified work name is acquired as work information (# 7; work information acquisition process).

 例えば、特定処理部33bは、上記作業画像から、画像解析(画像認識)により、作業者Aが使用している部品(または工具)を抽出(解析、認識)し、作業手順を示す電子データを参照して、作業手順に登録されている作業の中に出てくる部品(または工具)と比較し、その一致/不一致を判断する。なお、両者の一致には、形状が完全に一致する場合のほか、形状が完全一致に近い場合も含まれる。両方の部品(または工具)が一致している場合には、特定処理部33bは、作業手順の電子データに登録されている、部品(または工具)が一致していると判断した作業の作業名を抽出し、作業情報として取得する。 For example, the specification processing unit 33b extracts (analyzes and recognizes) a part (or a tool) used by the operator A from the work image by image analysis (image recognition), and obtains electronic data indicating a work procedure. Reference is made to the parts (or tools) appearing in the work registered in the work procedure to determine the match / mismatch. In addition to the case in which the shapes completely match, the case in which the two match each other includes the case in which the shapes are nearly perfect matches. If both parts (or tools) match, the specific processing unit 33 b is the work name of the work that is determined to be matched, which is registered in the electronic data of the work procedure. Is extracted and acquired as work information.

 一方、サーバー30は、通信部32を介して、生体情報検出装置20から送信された心拍数のデータを受信すると(#8)、生体指標取得部33cは、上記心拍数のデータに基づき、生体指標として、集中力に関連性がある副交感神経活性度を算出し、取得する(#9;生体指標取得工程)。 On the other hand, when the server 30 receives the heart rate data transmitted from the biological information detection apparatus 20 via the communication unit 32 (# 8), the biological index acquisition unit 33c determines that the living body is based on the heart rate data. As an index, the parasympathetic nerve activity which is related to concentration is calculated and acquired (# 9; biomarker acquisition step).

 具体的には、生体指標取得部33cは、上記心拍数のデータに基づき、1拍の時間(RR間隔、心拍間隔)を算出して、RR間隔の時系列データを得る。例えば、図7に示すように、心拍センサ21aから1分間あたりの心拍数(BPM:Beat Per Minute)が1秒ごとに得られる場合、各心拍数に対して、
  RR間隔(秒)=60/心拍数(BPM)
となり、図8に示すように、1秒ごとのRR間隔の時系列データが得られる。
Specifically, based on the data of the heart rate, the biomarker acquisition unit 33c calculates a time of one beat (RR interval, heartbeat interval) to obtain time series data of the RR interval. For example, as shown in FIG. 7, when the heart rate per minute (BPM: Beat Per Minute) is obtained from the heart rate sensor 21a every second, for each heart rate,
RR interval (seconds) = 60 / heart rate (BPM)
Thus, as shown in FIG. 8, time-series data of RR intervals every one second can be obtained.

 次に、RR間隔の時系列データのある時間範囲を高速フーリエ変換によって周波数解析すると、図9および図10に示すようなグラフが得られる。なお、図9は、例として、図8の時間範囲(A)における周波数解析結果を示し、図10は、例として、図8の時間範囲(B)における周波数解析結果を示す。0.04~0.15Hzは、LF(Low Frequency;低周波数)成分であり、0.15~0.40Hzは、HF(High Frequency;高周波数)成分である。リラックス状態にあると、LF成分よりも相対的にHF成分が大きくなるため、ここでは、0.15~0.40Hzの値(パワー、強度)の積算値を副交感神経活性度する。すなわち、副交感神経活性度が高いほど、作業者Aには集中力があると考えられる。生体指標取得部33cは、このような周波数解析によって副交感神経活性度を算出し、取得する。 Next, when a certain time range of time series data of RR interval is frequency analyzed by fast Fourier transform, graphs as shown in FIG. 9 and FIG. 10 are obtained. 9 shows the frequency analysis result in the time range (A) of FIG. 8 as an example, and FIG. 10 shows the frequency analysis result in the time range (B) of FIG. 8 as an example. 0.04 to 0.15 Hz is an LF (Low Frequency) component, and 0.15 to 0.40 Hz is an HF (High Frequency) component. In the relaxed state, since the HF component becomes relatively larger than the LF component, here, the integrated value of the value (power, intensity) of 0.15 to 0.40 Hz is used as the parasympathetic nerve activity. That is, it is considered that worker A has more concentration as the degree of parasympathetic nerve activity is higher. The biomarker acquisition unit 33c calculates and acquires the parasympathetic nerve activity by such frequency analysis.

 次に、制御部33(例えば全体制御部33a)は、#7で取得された作業情報(作業名)と、#9で取得された生体指標(副交感神経活性度)とを関連付けて作業情報/生体指標記憶部31bに記憶させる(#10;記憶工程)。例えば、作業者Aが、ネジを締める作業1のときに、副交感神経活性度がa1であり、基板に穴を開ける作業2のときに、副交感神経活性度がa2(例えばa2<a1とする)であり、部品の組み立て作業3のときに、副交感神経活性度がa3(例えばa3>a1とする)である、などの情報が作業情報/生体指標記憶部31bに記憶される。 Next, the control unit 33 (for example, the overall control unit 33a) associates the task information (task name) acquired in # 7 with the biometric index (parasympathetic nerve activity level) acquired in # 9 to associate the task information / The index storage unit 31b stores the index (# 10; storage step). For example, when worker A performs work 1 for tightening a screw, the parasympathetic nerve activity is a1 and for work 2 which a hole is made in the substrate, the parasympathetic nerve activity a2 (for example, a2 <a1) In the assembly work 3 of the parts, information such as that the parasympathetic nerve activity is a3 (for example, a3> a1) is stored in the work information / biometric index storage unit 31b.

 以上のように、本実施形態の状態監視システム1では、作業情報(作業名)と生体指標(副交感神経活性度)とを関連付けて作業情報/生体指標記憶部31bに記憶させるため、作業の管理者等の第三者は、例えば外部の端末装置100(図1参照)からのアクセスによって作業情報/生体指標記憶部31bに記憶された情報を把握することが可能となる。そして、第三者は、作業情報に関連する生体指標に基づき、作業現場で行われる作業者Aの作業について、作業者Aの肉体的・精神的な負担を容易に把握することが可能となる。つまり、上記の例では、作業2については、副交感神経活性度が他の作業よりも低いことから、作業者Aの集中力が低く、肉体的・精神的な負担が大きいと容易に判断することができる。 As described above, in the state monitoring system 1 according to the present embodiment, work management is performed because work information (work name) and biometric index (parasympathetic nerve activity activity) are associated with each other and stored in the work information / bioindex storage unit 31b. A third party such as a person can grasp the information stored in the work information / biometric index storage unit 31b by, for example, access from the external terminal device 100 (see FIG. 1). Then, the third party can easily grasp the physical and mental burden of the worker A regarding the work of the worker A performed at the work site based on the biometric index related to the work information. . That is, in the above example, for task 2, since the parasympathetic nervous activity is lower than that of other tasks, worker A's concentration power is low and it is easily judged that physical and mental burden is large. Can.

 このように、作業情報と生体指標とを関連付けて作業情報/生体指標記憶部31bに記憶させることにより、作業者Aの作業についての肉体的・精神的な負担を「見える化」することができる。これにより、第三者は、作業者Aが現に行っている作業についての「作業の快適さ」を容易に把握することができ、作業者Aの作業が「大変な作業」であるか否かを容易に把握することができる。作業者Aの作業が「大変な作業」であれば、第三者は、例えば作業内容の見直し、作業者の交代、作業途中に休憩を入れるなど、「大変な作業」を「快適な作業」にするための作業の改善を図ることができる。その結果、作業者Aの作業中の事故や疾病を防ぐことができる他、作業者Aのパフォーマンスを向上させ、作業効率の向上を図ることが可能となる。 As described above, the physical and mental burden on the work of the worker A can be "visualized" by associating the work information with the biometric index and storing the result in the work information / biometric index storage unit 31b. . Thereby, the third party can easily grasp the "comfort of the work" about the work currently performed by the worker A, and it is determined whether the work of the worker A is "hard work" Can be easily grasped. If the work of the worker A is "hard work", the third party "comfortable work" such as, for example, the review of the work content, replacement of the work, and a break during the work Work to improve the As a result, it is possible to prevent accidents and diseases during the work of the worker A, and to improve the performance of the worker A and to improve the work efficiency.

 また、第三者は、作業情報/生体指標記憶部31bに記憶された情報を適宜確認することによって、どの作業で作業者Aの集中力が低下することが多いかを確認することができる。これにより、集中力が低下する作業に対して優先的に作業改善を図ることができる。 In addition, the third party can confirm which work the concentration of the worker A is often reduced by appropriately checking the information stored in the work information / biometric index storage unit 31 b. As a result, the work can be improved with priority over the work in which the concentration power is reduced.

 また、生体情報検出部21は、心拍センサ21aで構成されている。これにより、生体指標取得部33cは、心拍センサ21aで取得される心拍数のデータに基づいて、生体指標としての副交感神経活性度を確実に算出し、取得することが可能となる。 Further, the biological information detection unit 21 is configured of a heartbeat sensor 21a. As a result, based on the heart rate data acquired by the heart rate sensor 21a, the biomarker acquisition unit 33c can reliably calculate and acquire the parasympathetic nerve activity as a biomarker.

 また、上記したように、副交感神経活性度が高いほど、作業者Aに集中力があると考えられることから、副交感神経活性度は、作業者Aの集中力を判断するための生体指標であると言える。このような生体指標が作業情報/生体指標記憶部31bに記憶されているため、第三者は、作業情報/生体指標記憶部31bに記憶された上記生体指標から、作業者Aの集中力を的確に判断して、作業者の肉体的・精神的な負担を的確に把握することができる。 Also, as described above, it is considered that worker A has more concentration as the parasympathetic activity is higher, so the parasympathetic activity is a biological index for determining the concentration of worker A. It can be said. Since such a biometric index is stored in the work information / biometric index storage unit 31b, the third party uses the above-mentioned biometric index stored in the work information / biometric index storage unit 31b to determine the concentration of the worker A. It is possible to accurately determine the physical and mental burden on the worker by making an accurate judgment.

 また、作業情報取得部34は、撮像部11と、特定処理部33bとを有して構成されている。これにより、撮像部11にて取得された作業者Aの作業画像を用いた特定処理部33bでの処理により、作業者Aの作業情報(作業名)を確実に取得することができる。 The work information acquisition unit 34 is configured to include the imaging unit 11 and a specific processing unit 33 b. As a result, by the processing in the specific processing unit 33b using the work image of the worker A acquired by the imaging unit 11, the work information (work name) of the worker A can be reliably acquired.

 なお、本実施形態では、周波数解析による副交感神経活性度の算出(生体指標の取得)や、作業手順と作業画像とに基づく作業の特定(作業情報の取得)を、サーバー30で行う例について説明したが、サーバー30以外で行うようにしてもよい。例えば、生体情報検出装置20の制御部25にて、周波数解析による副交感神経活性度の算出を行い、その結果をサーバー30に送信するようにしてもよい。つまり、サーバー30の生体指標取得部33cの機能を、生体情報検出装置20の制御部25に持たせてもよい。また、カメラ10の記憶部12に、作業手順を示す電子データを記憶させておき、制御部14にて、作業手順と作業画像とに基づく作業の特定を行い、その結果をサーバー30に送信するようにしてもよい。つまり、サーバー30の特定処理部33bの機能を、カメラ10の制御部14に持たせてもよい。 In the present embodiment, an example will be described in which the server 30 performs calculation of parasympathetic nerve activity by frequency analysis (acquisition of a biological index) and specification of an operation based on an operation procedure and an operation image (acquisition of operation information). However, it may be performed outside the server 30. For example, the control unit 25 of the biological information detection apparatus 20 may calculate the degree of parasympathetic nerve activity by frequency analysis and transmit the result to the server 30. That is, the control unit 25 of the biological information detection apparatus 20 may have the function of the biological index acquisition unit 33 c of the server 30. Further, electronic data indicating the work procedure is stored in the storage unit 12 of the camera 10, and the control unit 14 identifies the work based on the work procedure and the work image, and transmits the result to the server 30. You may do so. That is, the control unit 14 of the camera 10 may have the function of the identification processing unit 33 b of the server 30.

 また、本実施形態では、生体指標として副交感神経活性度を用いたが、予め作業者Aの平静時における副交感神経活性度(以下、副交感神経活性度refとする)を測定しておき、作業者Aの作業中の副交感神経活性度(以下、副交感神経活性度workとする)と副交感神経活性度refとの比、すなわち、(副交感神経活性度work)/(副交感神経活性度ref)を生体指標としてもよい。 Further, in the present embodiment, the parasympathetic nervous activity is used as a biological index, but the parasympathetic nervous activity (hereinafter referred to as parasympathetic nervous activity ref) at the time of worker A's inactivity is measured in advance. The ratio of parasympathetic activity during work A (hereinafter referred to as parasympathetic activity work) to parasympathetic activity ref, ie, (parasympathetic activity work) / (parasympathetic activity ref) is a biomarker It may be

 したがって、本実施形態のように、生体情報検出部21が心拍センサ21aで構成される場合において、生体指標は、心拍センサ21aによって検出される心拍数に基づいて得られる副交感神経活性度、または副交感神経活性度と基準値との比((副交感神経活性度work)/(副交感神経活性度ref))であってもよいと言える。この場合、第三者は、上記いずれの生体指標を用いた場合でも、その生体指標に基づき、作業現場で行われる作業者Aの作業について、作業者Aの肉体的・精神的な負担を確実に把握することが可能となる。 Therefore, as in the present embodiment, in the case where the biological information detection unit 21 includes the heart rate sensor 21a, the biological index is the parasympathetic nerve activity obtained based on the heart rate detected by the heart rate sensor 21a, or It can be said that the ratio of the nerve activity to the reference value ((parasympathetic nerve activity work) / (parasympathetic nerve activity ref)) may be used. In this case, the third party ensures the physical and mental burden of the worker A on the work of the worker A performed at the work site on the basis of the biometric index regardless of using any of the above-mentioned biomarkers. It is possible to

 また、本実施形態の状態監視方法は、作業者Aが作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得工程(#7)と、作業者Aの上記作業に伴って変化する生体情報を検出する生体情報検出工程(#3)と、上記生体情報に基づいて、作業者Aの状態を判断するための指標となる生体指標を取得する生体指標取得工程(#9)と、上記作業情報と上記生体指標とを関連付けて記憶する記憶工程(#10)とを含む。これにより、上述した状態監視システム1の構成による効果と同様の効果を得ることができる。 In the state monitoring method of the present embodiment, the work information acquisition process (# 7) for acquiring, as the work information, information specifying the work performed by the worker A at the work site, and the above-described work of the worker A Biometrics acquisition process (# 9) which acquires a biometrics index which is an index for judging the state of the worker A based on the living body information detection process (# 3) which detects living body information which changes, and the above-mentioned living body information And a storage step (# 10) for associating and storing the work information and the biometric index. Thereby, the same effect as the effect by the configuration of the state monitoring system 1 described above can be obtained.

 また、上記状態監視方法は、作業者Aの作業を撮影して画像(作業画像)を取得する撮像工程(#1)をさらに含み、作業情報取得工程(#7)では、上記画像と、(予め作業手順データ記憶部31aに記憶されている)上記作業の手順を示す電子データとに基づいて、上記作業の作業名を特定し、上記作業名を上記作業情報として取得する。作業者Aの作業画像と上記電子データとに基づく処理により、作業者Aの作業情報(作業名)を確実に取得することができる。 Further, the state monitoring method further includes an imaging step (# 1) for photographing the work of the worker A to acquire an image (work image), and in the work information acquisition step (# 7), The work name of the work is specified based on the electronic data indicating the procedure of the work stored in advance in the work procedure data storage unit 31a, and the work name is acquired as the work information. By the processing based on the work image of the worker A and the electronic data, the work information (work name) of the worker A can be reliably acquired.

 〔実施の形態2〕
 図11は、本実施形態の状態監視システム1の概略の構成を示す説明図である。本実施形態の状態監視システム1は、実施の形態1の生体情報検出装置20を生体情報検出装置40に置き換え、カメラ10の代わりに頭部装着型映像表示装置(シースルー虚像表示装置)であるHMD(Head-Mounted Display)50を設けた以外は、実施の形態1と同様の構成である。また、生体情報検出装置40とサーバー30、HMD50とサーバー30とは、無線LANなどの通信回線を介して、またはBluetooth(登録商標)規格に基づく無線通信によって通信可能である。生体情報検出装置40およびHMD50は、各作業者Aに対応して設けられているものとする。
Second Embodiment
FIG. 11 is an explanatory view showing a schematic configuration of the state monitoring system 1 of the present embodiment. The condition monitoring system 1 of the present embodiment replaces the living body information detection device 20 of the first embodiment with a living body information detection device 40 and replaces the camera 10 with an HMD that is a head mounted image display device (see-through virtual image display device). The configuration is the same as that of the first embodiment except that a (Head-Mounted Display) 50 is provided. Further, the living body information detection apparatus 40 and the server 30, and the HMD 50 and the server 30 can communicate via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard. The living body information detection device 40 and the HMD 50 are provided corresponding to each worker A.

 図12は、生体情報検出装置40およびHMD50を拡大して示す斜視図である。生体情報検出装置40およびHMD50は、どちらも眼鏡の形状をしており、作業者Aは、生体情報検出装置40およびHMD50を重ね掛けした状態で作業を行うことが可能となっている。 FIG. 12 is an enlarged perspective view showing the biological information detection apparatus 40 and the HMD 50. As shown in FIG. The living body information detection device 40 and the HMD 50 both have the shape of glasses, and the worker A can perform the work in a state where the living body information detection device 40 and the HMD 50 are overlapped.

 (生体情報検出装置の構成)
 図13は、生体情報検出装置40の主要部の構成を示すブロック図である。生体情報検出装置40は、生体情報検出部41と、記憶部42と、通信部43と、制御部44とを有している。
(Configuration of biological information detection device)
FIG. 13 is a block diagram showing the configuration of the main part of the biological information detection apparatus 40. As shown in FIG. The biological information detection apparatus 40 includes a biological information detection unit 41, a storage unit 42, a communication unit 43, and a control unit 44.

 生体情報検出部41は、作業者Aの作業に伴って変化する生体情報として、まばたきの有無を検出する眼電位センサ41aで構成されている。一般的に、人間の眼球の角膜側は正の電荷を帯び、網膜側は負の電荷を帯びている。このため、人間が視線を動かしたり、まばたきをすると、角膜近くの皮膚の電位に変化が生じる。眼電位センサ41aは、上記電位を検出することにより、人間の眼の動きやまばたきの有無を検出することができる。 The living body information detection unit 41 is configured of an electro-oculogram sensor 41a that detects the presence or absence of blinking as living body information that changes with the work of the worker A. Generally, the cornea side of human eye is positively charged and the retina side is negatively charged. For this reason, when a person moves his eye or blinks, the potential of the skin near the cornea changes. The electro-oculogram sensor 41a can detect the movement of the human eye and the presence or absence of blinking by detecting the electric potential.

 記憶部42は、制御部44の動作プログラムのほか、生体情報検出部41にて検出された生体情報を一時的に記憶するメモリであり、例えばRAM、ROM、不揮発性メモリなどを含んで構成されている。通信部43は、外部(例えばサーバー30)と通信するためのインターフェースであり、送信回路、受信回路およびアンテナなどを含んで構成されている。制御部44は、例えばCPUで構成されており、生体情報検出装置40の各部の動作を制御する。 The storage unit 42 is a memory for temporarily storing the biological information detected by the biological information detection unit 41 in addition to the operation program of the control unit 44, and includes, for example, a RAM, a ROM, a non-volatile memory, etc. ing. The communication unit 43 is an interface for communicating with the outside (for example, the server 30), and includes a transmission circuit, a reception circuit, an antenna, and the like. The control unit 44 includes, for example, a CPU, and controls the operation of each unit of the biological information detection apparatus 40.

 上記構成の生体情報検出装置40としては、例えばジンズ社製の「JINS MEME」を用いることができる。 As the living body information detection apparatus 40 of the said structure, "JINS MEME" made from Ginzu can be used, for example.

 (HMDの構成)
 HMD50は、図12に示すように、観察者(作業者A)に提示する映像を表示する映像表示部61と、保持部材62とを有して構成される表示ユニットである。保持部材62は、眼鏡のフレームおよびテンプルに相当し、映像表示部61を作業者Aの眼前(例えば右眼の前)で保持するとともに、観察者の両眼の前に位置するバイザー62aを一体的に保持している。映像表示部61は、クリップ留めによって保持部材62に保持されており、いわゆるクリップオンタイプのものである。なお、HMD50は、映像表示部61の一部が眼鏡のレンズを兼ねたレンズ一体型の構成であってもよい。また、HMD50は、映像表示部61を2つ配置して両眼で映像を観察させるタイプであってもよい。なお、映像表示部61の詳細な構成については後述する。
(Configuration of HMD)
As shown in FIG. 12, the HMD 50 is a display unit configured to have an image display unit 61 that displays an image to be presented to the observer (operator A) and a holding member 62. The holding member 62 corresponds to a frame and a temple of the glasses, holds the image display unit 61 in front of the eye of the operator A (for example, in front of the right eye), and integrally integrates the visor 62a located in front of both eyes of the observer Hold it. The image display unit 61 is held by the holding member 62 by clipping, and is a so-called clip-on type. The HMD 50 may have a lens integrated structure in which a part of the image display unit 61 doubles as a lens of glasses. In addition, the HMD 50 may be of a type in which two video display units 61 are arranged and the video can be observed with both eyes. The detailed configuration of the video display unit 61 will be described later.

 図14は、HMD50の主要部の構成を示すブロック図である。HMD50は、作業者Aに提示する作業内容および作業内容に対応する作業名を作業情報として予め取得しており、作業情報取得部50aとして機能する。また、HMD50は、上記作業内容を作業者Aに映像で順次提示する作業ナビゲーションシステムとしても機能する。このようなHMD50は、表示素子51と、記憶部52と、通信部53と、制御部54とを有している。 FIG. 14 is a block diagram showing the configuration of the main part of the HMD 50. As shown in FIG. The HMD 50 acquires in advance task content to be presented to the worker A and a task name corresponding to the task content as task information, and functions as the task information acquisition unit 50a. The HMD 50 also functions as a work navigation system that sequentially presents the work contents to the worker A in the form of video. Such an HMD 50 includes a display element 51, a storage unit 52, a communication unit 53, and a control unit 54.

 表示素子51は、作業者Aに提示する映像を表示する素子であり、例えば液晶表示装置(LCD;Liquid Crystal Display)で構成されている。記憶部52は、制御部54の動作プログラムの他、作業者Aに提示する作業内容および作業内容に対応する作業名を作業情報として予め記憶するメモリであり、RAM、ROM、不揮発性メモリなどで構成されている。通信部53は、外部(例えばサーバー30)と通信するためのインターフェースであり、送信回路、受信回路およびアンテナなどを含んで構成されている。制御部54は、例えばCPUで構成されており、HMD50の各部の動作を制御する。 The display element 51 is an element that displays an image to be presented to the worker A, and is configured of, for example, a liquid crystal display (LCD). The storage unit 52 is a memory for storing work contents corresponding to the work contents and contents to be presented to the worker A in addition to the operation program of the control unit 54 as work information in advance, and may be RAM, ROM, nonvolatile memory It is configured. The communication unit 53 is an interface for communicating with the outside (for example, the server 30), and includes a transmission circuit, a reception circuit, an antenna, and the like. The control unit 54 includes, for example, a CPU, and controls the operation of each unit of the HMD 50.

 (状態監視方法について)
 図15は、本実施形態の状態監視システム1における処理の大まかな流れを示す説明図である。以下、図15を参照して、本実施形態の状態監視方法について説明する。
(About the state monitoring method)
FIG. 15 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment. Hereinafter, the state monitoring method according to the present embodiment will be described with reference to FIG.

 まず、HMD50では、記憶部52に記憶されている作業内容を表示素子51に映像で順次表示する(#11)。すると、作業者Aは、表示内容に従って作業を実施する。また、HMD50は、表示した作業内容に対応する作業名を作業情報としてサーバー30に送信する(#12)。 First, in the HMD 50, the work content stored in the storage unit 52 is sequentially displayed as a video on the display element 51 (# 11). Then, the worker A carries out the work in accordance with the displayed contents. In addition, the HMD 50 transmits a work name corresponding to the displayed work content as work information to the server 30 (# 12).

 一方、作業者Aの作業中のまばたきの有無は、生体情報検出装置40の眼電位センサ41aで検出され、取得されている(#13;生体情報検出工程)。作業者Aのまばたきの有無データは、サーバー30に送信される(#14)。 On the other hand, the presence or absence of blink during the work of the worker A is detected and acquired by the electro-oculogram sensor 41a of the biological information detection apparatus 40 (# 13; biological information detection process). The blink presence / absence data of the worker A is transmitted to the server 30 (# 14).

 サーバー30は、生体情報検出装置40から送信されたまばたきの有無データを受信すると(#15)、生体指標取得部33cは、上記まばたきの有無データに基づき、生体指標として、疲労に関連性がある、単位時間あたりのまばたき回数を算出し、取得する(#16;生体指標取得工程)。そして、制御部33(例えば全体制御部33a)は、#12にてHMD50から送信された作業情報(作業名)と、#16で取得された生体指標(単位時間あたりのまばたき回数)とを関連付けて作業情報/生体指標記憶部31bに記憶させる(#17;記憶工程)。例えば、作業者Aが、ネジを締める作業1のときに、単位時間あたりのまばたき回数がb1回であり、基板に穴を開ける作業2のときに、単位時間あたりのまばたき回数がb2回(例えばb2<b1とする)であり、部品の組み立て作業3のときに、単位時間あたりのまばたき回数がb3回(例えばb3>b1とする)である、などの情報が作業情報/生体指標記憶部31bに記憶される。 When the server 30 receives the blink data transmitted from the biological information detection apparatus 40 (# 15), the biological data acquiring unit 33c is related to fatigue as a biological data based on the blink data described above. The blink count per unit time is calculated and acquired (# 16; biomarker acquisition step). Then, the control unit 33 (for example, the overall control unit 33a) associates the work information (work name) transmitted from the HMD 50 in # 12 with the biometric index (the number of blinks per unit time) acquired in # 16. The operation information / biometric index storage unit 31b stores the information (# 17; storage step). For example, when worker A performs work 1 for tightening a screw, the number of blinks per unit time is b1 and when work 2 for drilling a hole in a substrate, the number of blinks per unit time is b2 (for example, b2 <b1), and at the time of the assembly work 3 of the component, information such as the number of blinks per unit time is b3 times (for example, b3> b1) is the work information / biometric index storage unit 31b Is stored in

 本実施形態の状態監視システム1においても、作業情報(作業名)と生体指標(単位時間あたりのまばたき回数)とを関連付けて作業情報/生体指標記憶部31bに記憶させておくことにより、作業の管理者等の第三者は、例えば外部の端末装置100(図1参照)からのアクセスによって作業情報/生体指標記憶部31bに記憶された情報を把握し、作業者Aの作業についての肉体的・精神的な負担を容易に把握することが可能となる。つまり、上記の例では、作業2については、単位時間あたりのまばたき回数が他の作業よりも少ないことから、作業者Aの疲労が大きく、肉体的・精神的な負担(疲労の度合い)が大きいと容易に判断することができる。 Also in the condition monitoring system 1 of the present embodiment, the work information (work name) and the biometric index (the number of blinks per unit time) are associated with each other and stored in the work information / bioindex storage unit 31b. A third party such as a manager grasps the information stored in the work information / biometric index storage unit 31b by, for example, access from the external terminal device 100 (see FIG. 1), and physically removes the worker A's work.・ It becomes possible to easily grasp the mental burden. That is, in the above-mentioned example, since the number of blinks per unit time is smaller than that of the other operations, the fatigue of the worker A is large, and the physical and mental burden (degree of fatigue) is large. It can be easily judged.

 したがって、実施の形態1と同様に、第三者は、作業者Aが現に行っている作業についての「作業の快適さ」を容易に把握することができる。そして、必要に応じて作業の改善を図ることにより、作業者Aの作業中の事故や疾病を防ぐことができるなど、実施の形態1と同様の効果を得ることができる。また、第三者は、作業情報/生体指標記憶部31bに記憶された情報を適宜確認することによって、どの作業で作業者Aが疲れやすいかを確認することができる。これにより、疲れやすい作業に対して優先的に作業改善を図ることができる。 Therefore, as in the first embodiment, the third party can easily grasp the "comfort of work" for the work currently performed by the worker A. And, by aiming to improve the work as necessary, it is possible to obtain the same effect as that of the first embodiment, such as preventing accidents and diseases during the work of the worker A. In addition, the third party can confirm which work the worker A tends to get tired by appropriately checking the information stored in the work information / biometric index storage unit 31 b. As a result, the work can be improved with priority to the work that is easy to get tired.

 また、生体情報検出部41は、眼電位センサ41aで構成されている。これにより、生体指標取得部33cは、眼電位センサ41aで取得されるまばたきの有無データに基づいて、生体指標としての単位時間あたりのまばたき回数を確実に算出し、取得することが可能となる。 Further, the biological information detection unit 41 is configured by an electro-oculogram sensor 41 a. As a result, the vital sign acquiring unit 33c can reliably calculate and acquire the number of blinks per unit time as the vital index based on the blink / not presence data acquired by the electro-oculogram sensor 41a.

 また、単位時間あたりのまばたき回数が少ないほど、作業者Aの疲労が大きいと考えられることから、単位時間あたりのまばたき回数は、作業者Aの疲労を判断するための生体指標であると言える。このような生体指標が作業情報/生体指標記憶部31bに記憶されているため、第三者は、作業情報/生体指標記憶部31bに記憶された上記生体指標から、作業者Aの疲労の度合いを的確に判断して、作業者の肉体的・精神的な負担を的確に把握することができる。 Further, since it is considered that the fatigue of the worker A is larger as the number of blinks per unit time is smaller, it can be said that the number of blinks per unit time is a biological index for determining the fatigue of the worker A. Since such a biometric index is stored in the work information / biometric index storage unit 31b, the third party can determine the degree of fatigue of the worker A from the above-mentioned biometric index stored in the work information / biometric index storage unit 31b. Can accurately determine the physical and mental burden on the worker.

 また、作業情報取得部50aは、作業者Aに提示する作業内容およびそれに対応する作業名を作業情報として予め取得(記憶部52に記憶)しているとともに、上記作業内容を作業者Aに映像で順次提示する作業ナビゲーションシステムとして機能するHMD50で構成されている。この構成では、HMD50からサーバー30に作業者Aの作業情報(作業名)を送信することで、実施の形態1のように、サーバー30側で作業名を特定する処理を行う必要がなくなり、また、作業手順を示す電子データをサーバー30側で記憶しておく必要もなくなる。その結果、サーバー30の特定処理部33bおよび作業手順データ記憶部31aを省略して、サーバー30の構成を簡素化するとともに、サーバー30側での処理負担を軽減することができる。また、HMD50により、作業内容が映像で順次提示されるため、作業者Aは、提示される映像(作業内容)を確認しながら、作業を適切に進めることができる。 In addition, the work information acquisition unit 50a acquires (stores in the storage unit 52) the work content to be presented to the worker A and the work name corresponding thereto as work information in advance, The HMD 50 functions as a work navigation system to sequentially present in In this configuration, by transmitting the work information (work name) of the worker A from the HMD 50 to the server 30, it is not necessary to perform the process of specifying the work name on the server 30 side as in the first embodiment. There is no need to store electronic data indicating the work procedure on the server 30 side. As a result, the specific processing unit 33 b and the work procedure data storage unit 31 a of the server 30 can be omitted, the configuration of the server 30 can be simplified, and the processing load on the server 30 side can be reduced. In addition, since the work content is sequentially presented as a video by the HMD 50, the worker A can appropriately proceed the work while checking the presented video (work content).

 また、本実施形態の状態監視方法は、作業者Aに提示する作業内容およびそれに対応する作業名を作業情報として予め取得(記憶部52に記憶)しているHMD50によって、上記作業内容を作業者Aに映像で順次提示する作業内容表示工程(#11)と、上記作業情報をHMD50から出力する出力工程(#12)とを含み、#17では、HMD50から出力される上記作業情報を、生体指標と関連付けて記憶する。これにより、上記と同様に、作業者Aは作業を適切に進めることができる、サーバー30の構成を簡素化できる、サーバー30側での処理負担を軽減できる、などの効果を得ることができる。 Further, in the state monitoring method of the present embodiment, the work content is displayed to the worker A by the HMD 50 which previously obtains (stores in the storage unit 52) the work content and the corresponding work name as the work information. A work content display process (# 11) sequentially presented as a video on A and an output process (# 12) for outputting the work information from the HMD 50, and in # 17, the work information output from the HMD 50 is Store in association with the indicator. As a result, similar to the above, the worker A can appropriately perform the work, can simplify the configuration of the server 30, and can reduce the processing load on the server 30 side.

 なお、本実施形態では、単位時間当たりのまばたき回数の算出をサーバー30側で行う例について説明したが、サーバー30以外で行うようにしてもよい。例えば、生体情報検出装置40に演算機能を付加し、生体情報検出装置40にて、単位時間あたりのまばたき回数の算出を行った上で、その算出データをサーバー30へ送信するようにしてもよい。つまり、サーバー30の生体指標取得部33cの機能を、生体情報検出装置40の制御部44に持たせてもよい。 In the present embodiment, although the example in which the calculation of the number of blinks per unit time is performed on the server 30 side has been described, the calculation may be performed other than the server 30. For example, an arithmetic function may be added to the biological information detection device 40, and the biological information detection device 40 may calculate the number of blinks per unit time and then transmit the calculated data to the server 30. . That is, the control unit 44 of the biological information detection apparatus 40 may have the function of the biological index acquisition unit 33 c of the server 30.

 また、本実施形態では、生体指標として単位時間あたりのまばたき回数を用いたが、予め作業者Aの平静時における単位時間あたりのまばたき回数(以下、単位時間あたりのまばたき回数refとする)を測定しておき、作業者Aの作業中の単位時間あたりのまばたき回数(以下、単位時間あたりのまばたき回数workとする)と単位時間あたりのまばたき回数refとの比、すなわち、(単位時間あたりのまばたき回数work)/(単位時間あたりのまばたき回数ref)を生体指標としてもよい。 Further, in the present embodiment, the blink count per unit time is used as the biological index, but the blink count per unit time (hereinafter referred to as blink count ref per unit time) at the time of operator A's calmness is measured in advance. Besides, the ratio between the number of blinks per unit time during work of worker A (hereinafter referred to as the number of blinks work per unit time work) and the number of blinks per unit time ref, that is, (a blink per unit time The number of times work) / (the number of blinks per unit time ref) may be used as the biomarker.

 したがって、本実施形態のように、生体情報検出部41が眼電位センサ41aで構成される場合において、生体指標は、眼電位センサ41aによって検出される、単位時間あたりのまばたき回数、または単位時間あたりのまばたき回数と基準値との比((単位時間あたりのまばたき回数work)/(単位時間あたりのまばたき回数ref))であってもよいと言える。この場合、第三者は、上記いずれの生体指標を用いた場合でも、その生体指標に基づき、作業現場で行われる作業者Aの作業について、作業者Aの肉体的・精神的な負担を確実に把握することが可能となる。 Therefore, as in the present embodiment, in the case where the biological information detection unit 41 is configured by the electro-oculogram sensor 41a, the biological index is the number of blinks per unit time detected by the electro-oculogram sensor 41a, or per unit time It may be said that the ratio of the number of blinks to the reference value ((number of blinks per unit time work) / (number of blinks per unit time ref)) may be used. In this case, the third party ensures the physical and mental burden of the worker A on the work of the worker A performed at the work site on the basis of the biometric index regardless of using any of the above-mentioned biomarkers. It is possible to

 (映像表示部の構成)
 次に、上述した本実施形態のHMD50の映像表示部61の構成の詳細について説明する。図16は、映像表示部61の概略の構成を示す断面図である。映像表示部61は、外界からの光を観察者(作業者A)の瞳に導くことにより、観察者に外界を観察させるとともに、観察者の視野の一部に映像を虚像として表示して観察者に提供する表示光学系61aを含む。上記表示光学系61aは、例えば、照明光学系62と、偏光板63と、偏光ビームスプリッタ(PBS)64と、上記した表示素子51と、接眼光学系66とを有して構成されるが、この構成には限定されない。
(Configuration of video display unit)
Next, details of the configuration of the video display unit 61 of the HMD 50 of the present embodiment described above will be described. FIG. 16 is a cross-sectional view showing a schematic configuration of the video display unit 61. As shown in FIG. The image display unit 61 guides light from the outside world to the pupil of the observer (operator A), thereby making the observer observe the outside world, and displaying an image as a virtual image in a part of the observer's field of view Includes a display optical system 61a provided to the user. The display optical system 61a includes, for example, an illumination optical system 62, a polarizing plate 63, a polarization beam splitter (PBS) 64, the display element 51 described above, and an eyepiece optical system 66. It is not limited to this configuration.

 なお、説明の便宜上、方向を以下のように定義しておく。接眼光学系66によって形成される光学瞳Pの中心と表示素子51の表示面の中心とを光学的に結ぶ軸およびその軸の延長線を光軸とする。そして、接眼光学系66のHOE(Holographic Optical Element;ホログラフィック光学素子)83の光軸平面に垂直な方向をX方向とする。なお、HOE83の光軸平面とは、光軸と一致する光線がHOE83に入射するときの、入射光線と反射光線とを含む平面を指す。また、各光学部材の光軸との交点における、面法線と垂直な面内で、X方向に垂直な方向をY方向とする。そして、X方向およびY方向に垂直な方向をZ方向とする。このような定義を用いると、例えば、表示素子51の法線と接眼光学系66の後述する2つの平行な面81b・81cの法線とを含み、かつ、表示素子51の表示面の中心を含む断面は、YZ断面となる。 In addition, the direction is defined as follows for convenience of explanation. An axis optically connecting the center of the optical pupil P formed by the eyepiece optical system 66 and the center of the display surface of the display element 51 and an extension of the axis are taken as an optical axis. Then, a direction perpendicular to the optical axis plane of the HOE (holographic optical element; holographic optical element) 83 of the eyepiece optical system 66 is taken as an X direction. The optical axis plane of the HOE 83 refers to a plane including an incident ray and a reflected ray when a ray coincident with the optical axis enters the HOE 83. Further, in a plane perpendicular to the surface normal at the intersection point of each optical member with the optical axis, a direction perpendicular to the X direction is taken as the Y direction. Then, a direction perpendicular to the X direction and the Y direction is taken as the Z direction. Using such a definition, for example, it includes the normal line of the display element 51 and the normal lines of two parallel planes 81 b and 81 c of the eyepiece optical system 66 described later, and the center of the display plane of the display element 51 The cross section included is the YZ cross section.

 照明光学系62は、表示素子51を照明するものであり、光源71と、照明ミラー72と、拡散板73とを有している。 The illumination optical system 62 illuminates the display element 51, and includes a light source 71, an illumination mirror 72, and a diffusion plate 73.

 光源71は、R(赤)、G(緑)、B(青)の各色に対応する光を出射するRGB一体型のLEDで構成されている。複数の発光点(RGBの各発光点)は、水平方向(X方向)に略直線状に並んでいる。光源71から出射される光の波長は、例えば、光強度のピーク波長および光強度半値の波長幅で、462±12nm(B光)、525±17nm(G光)、635±11nm(R光)である。なお、光源71は、レーザ光源であってもよい。 The light source 71 is configured by an RGB integrated LED that emits light corresponding to each color of R (red), G (green), and B (blue). The plurality of light emitting points (each light emitting point of RGB) are arranged in a substantially straight line in the horizontal direction (X direction). The wavelength of light emitted from the light source 71 is, for example, the peak wavelength of light intensity and the wavelength width of half light intensity: 462 ± 12 nm (B light), 525 ± 17 nm (G light), 635 ± 11 nm (R light) It is. The light source 71 may be a laser light source.

 照明ミラー72は、光源71から出射された光(照明光)を拡散板73に向けて反射させるとともに、Y方向に関して、光学瞳Pと光源71とが略共役となるように、照明光を曲げる光学素子である。 The illumination mirror 72 reflects light (illumination light) emitted from the light source 71 toward the diffusion plate 73 and bends the illumination light so that the optical pupil P and the light source 71 become substantially conjugate in the Y direction. It is an optical element.

 拡散板73は、光源71の複数の発光点が並ぶX方向に入射光を例えば40°拡散し、Y方向には入射光を拡散しない一方向拡散板である。拡散板73は、偏光板63の表面に保持されている。 The diffusion plate 73 is a one-way diffusion plate that diffuses incident light, for example, 40 ° in the X direction in which a plurality of light emitting points of the light source 71 are arranged, and does not diffuse incident light in the Y direction. The diffusion plate 73 is held on the surface of the polarizing plate 63.

 偏光板63は、拡散板73を介して入射する光のうち、所定の偏光方向の光を透過させてPBS64に導く。 The polarizing plate 63 transmits light of a predetermined polarization direction out of light incident through the diffusion plate 73 and guides the light to the PBS 64.

 PBS64は、偏光板63を透過した光を反射型の表示素子51の方向に反射させる一方、表示素子51にて反射された光のうち、画像信号オンに対応する光(偏光板63を透過した光とは偏光方向が直交する光)を透過させる平板状の偏光分離素子であり、接眼光学系66の後述する接眼プリズム81の光入射面81aに貼り付けられている。 The PBS 64 reflects the light transmitted through the polarizing plate 63 in the direction of the reflective display element 51, and of the light reflected by the display element 51, light corresponding to the image signal ON (transmitted through the polarizing plate 63) Light is a flat plate-like polarization separation element that transmits light having orthogonal polarization directions), and is attached to a light incident surface 81 a of an eyepiece prism 81 described later of the eyepiece optical system 66.

 表示素子51は、照明光学系62からの光を変調して映像を表示する表示素子であり、例えば反射型のLCDで構成されている。なお、表示素子51はカラーフィルタを有する構成であってもよいし、光源71のRGBごとの時分割発光に同期して、発光色に対応するRGBの画像が表示されるように、時分割で駆動される構成であってもよい。表示素子51は、長方形の表示面の長手方向がX方向となり、短手方向がY方向となるように配置されている。 The display element 51 is a display element that modulates the light from the illumination optical system 62 to display an image, and is formed of, for example, a reflective LCD. The display element 51 may be configured to have a color filter, or may be time-division so that an RGB image corresponding to an emission color is displayed in synchronization with time-division light emission for each of RGB of the light source 71. It may be driven. The display element 51 is disposed such that the longitudinal direction of the rectangular display surface is the X direction and the short direction is the Y direction.

 接眼光学系66は、表示素子51からの映像光を観察者の瞳(光学瞳P)に導くための光学系であり、非軸対称(非回転対称)な正の光学パワーを有している。この接眼光学系66は、接眼プリズム81と、偏向プリズム82と、HOE83とを有している。 The eyepiece optical system 66 is an optical system for guiding image light from the display element 51 to the pupil (optical pupil P) of the observer, and has non-axially symmetric (non-rotationally symmetric) positive optical power. . The eyepiece optical system 66 includes an eyepiece prism 81, a deflection prism 82, and an HOE 83.

 接眼プリズム81は、表示素子51からPBS64を介して入射する映像光を内部で導光する一方、外界からの光(外光)を透過させるものであり、平行平板の上端部を上端に向かうほど厚くし、下端部を下端に向かうほど薄くした形状で構成されている。 The eyepiece prism 81 internally guides image light incident from the display element 51 via the PBS 64, and transmits light from the outside (external light), so that the upper end of the parallel plate is directed to the upper end It is configured to be thicker and thinner at its lower end toward the lower end.

 接眼プリズム81において、PBS64が貼り付けられる面は、表示素子51からの映像光が入射する光入射面81aであり、光学瞳Pとほぼ平行に位置して互いに対向する2つの面81b・81cは、映像光を全反射によって導光する全反射面となっている。そのうち、光学瞳P側の面81bは、HOE83で回折反射される映像光の出射面を兼ねている。 In the eyepiece prism 81, the surface to which the PBS 64 is attached is the light incident surface 81a on which the image light from the display element 51 is incident, and the two surfaces 81b and 81c located substantially parallel to the optical pupil P and facing each other It is a total reflection surface that guides image light by total reflection. Among them, the surface 81 b on the optical pupil P side also serves as an emission surface of image light diffracted and reflected by the HOE 83.

 接眼プリズム81は、その下端部に配置されるHOE83を挟むように偏向プリズム82と接着剤で接合されている。本実施形態では、接眼プリズム81を構成する面のうち、HOE83が接する面81d以外で映像光が透過する面(光入射面81a、面81b)は、平面となっているが、曲面であってもよいし、平面と曲面とを組み合わせた面であってもよい。 The eyepiece prism 81 is bonded to the deflection prism 82 with an adhesive so as to sandwich the HOE 83 disposed at the lower end thereof. In the present embodiment, among the surfaces constituting the eyepiece prism 81, the surfaces (light incident surfaces 81a and 81b) through which the image light passes other than the surface 81d in contact with the HOE 83 are flat surfaces, but are curved surfaces The surface may be a combination of a flat surface and a curved surface.

 偏向プリズム82は、接眼プリズム81とHOE83を介して貼り合わされて略平行平板を形成している。偏向プリズム82を接眼プリズム81と貼り合わせることで、外光が接眼プリズム81の楔状の下端部を透過するときの屈折を偏向プリズム82でキャンセルすることができ、外界として観察(視認)される像(外界像)に歪みが生じるのを防止することができる。 The deflection prism 82 is bonded to the eyepiece prism 81 via the HOE 83 to form a substantially parallel plate. By attaching the deflection prism 82 to the eyepiece prism 81, the refraction when external light passes through the lower end of the eyelid prism 81 can be canceled by the deflection prism 82, and an image observed (visually recognized) as the external world It is possible to prevent distortion from occurring (external image).

 HOE83は、接眼プリズム81に接して設けられ、接眼プリズム81内部で導光された映像光を回折反射する体積位相型で反射型のホログラフィック光学素子である。HOE83は、回折効率のピーク波長および回折効率半値の波長幅で、例えば465±5nm(B光)、521±5nm(G光)、634±5nm(R光)の3つの波長域の光を回折(反射)させる。すなわち、HOE83のRGBの回折波長は、RGBの映像光の波長(光源71の発光波長)とほぼ対応している。 The HOE 83 is a volume phase reflective type holographic optical element that is provided in contact with the eyepiece prism 81 and diffracts and reflects the image light guided inside the eyepiece prism 81. HOE 83 diffracts light in three wavelength ranges of, for example, 465 ± 5 nm (B light), 521 ± 5 nm (G light), and 634 ± 5 nm (R light) at the peak wavelength of diffraction efficiency and the half wavelength width of diffraction efficiency. (Reflect) That is, the RGB diffraction wavelengths of the HOE 83 substantially correspond to the wavelength of the RGB image light (the emission wavelength of the light source 71).

 上記の構成において、照明光学系62の光源71から出射された光は、照明ミラー72で反射され、拡散板73にてX方向にのみ拡散された後、所定の偏光方向の光のみが偏光板63を透過する。そして、偏光板63を透過した光は、PBS64で反射され、表示素子51に入射する。 In the above-described configuration, the light emitted from the light source 71 of the illumination optical system 62 is reflected by the illumination mirror 72 and diffused only in the X direction by the diffusion plate 73, and then only the light of a predetermined polarization direction is polarized 63 passes through. Then, the light transmitted through the polarizing plate 63 is reflected by the PBS 64 and is incident on the display element 51.

 表示素子51では、入射光が画像信号に応じて変調される。このとき、画像信号オンに対応する映像光は、表示素子51にて入射光とは偏光方向が直交する光に変換されて出射されるため、PBS64を透過して接眼プリズム81の内部に光入射面81aから入射する。一方、画像信号オフに対応する映像光は、表示素子51にて偏光方向が変換されずに出射されるため、PBS64で遮断され、接眼プリズム81の内部に入射しない。 In the display element 51, incident light is modulated according to the image signal. At this time, the image light corresponding to the image signal ON is converted into light whose polarization direction is orthogonal to that of the incident light by the display element 51 and emitted, so that it passes through the PBS 64 and enters the eyepiece prism 81. Incident from the surface 81a. On the other hand, since the image light corresponding to the image signal OFF is emitted without the polarization direction being converted by the display element 51, the image light is blocked by the PBS 64 and does not enter the eyepiece prism 81.

 接眼プリズム81では、入射した映像光が接眼プリズム81の対向する2つの面81c・81bでそれぞれ1回ずつ全反射された後、HOE83に入射し、そこで回折反射されて面81bから出射され、光学瞳Pに達する。したがって、この光学瞳Pの位置では、観察者は、表示素子51に表示された映像を虚像として観察することができる。つまり、観察者(作業者A)は、映像で提示される作業内容を視認しながら作業を行うことができる。 In the eyepiece prism 81, the incident image light is totally reflected once by each of the two opposing surfaces 81c and 81b of the eyepiece prism 81, and then enters the HOE 83 where it is diffracted and reflected and emitted from the surface 81b. The pupil P is reached. Therefore, at the position of the optical pupil P, the observer can observe the image displayed on the display element 51 as a virtual image. That is, the observer (worker A) can perform the work while visually recognizing the work content presented in the video.

 一方、接眼プリズム81、偏向プリズム82およびHOE83は、外光をほとんど全て透過させるので、観察者は外界をシースルーで観察することができる。したがって、表示素子51に表示された映像の虚像は、観察者の視野(視界)内で、外界の一部に重なって観察されることになる。したがって、観察者(作業者A)は、映像で提示される作業内容を確認しながら、シースルーで観察される手元の加工対象物に対して加工等の作業を行うことができる。 On the other hand, since the eyepiece prism 81, the deflecting prism 82 and the HOE 83 transmit almost all the external light, the observer can observe the external world by see-through. Therefore, the virtual image of the image displayed on the display element 51 is observed to be superimposed on a part of the outside world in the field of view (view) of the observer. Therefore, the observer (operator A) can perform work such as processing on the processing object at hand observed in the see-through while confirming the work content presented in the video.

 なお、本実施形態では、表示素子51として、反射型のLCDを用いているが、透過型のLCDを用い、それに応じて映像表示部61の光学的な設計を変更してもよい。 In the present embodiment, a reflective LCD is used as the display element 51. However, a transmissive LCD may be used, and the optical design of the image display unit 61 may be changed accordingly.

 〔実施の形態3〕
 図17は、本実施形態の状態監視システム1の概略の構成を示す説明図である。本実施形態の状態監視システム1は、実施の形態2の生体情報検出装置40を生体情報検出装置90に置き換えた以外は、実施の形態2と同様の構成である。生体情報検出装置90とサーバー30とは、無線LANなどの通信回線を介して、またはBluetooth(登録商標)規格に基づく無線通信によって通信可能である。生体情報検出装置90およびHMD50が作業者Aに対応して設けられる点は、実施の形態2と同様である。
Third Embodiment
FIG. 17 is an explanatory view showing a schematic configuration of the condition monitoring system 1 of the present embodiment. The condition monitoring system 1 of the present embodiment has the same configuration as that of the second embodiment except that the biological information detection device 40 of the second embodiment is replaced with a biological information detection device 90. The biometric information detection device 90 and the server 30 can communicate via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard. The point that the biological information detection device 90 and the HMD 50 are provided corresponding to the worker A is the same as that of the second embodiment.

 図18は、生体情報検出装置90およびHMD50を拡大して示す斜視図である。作業者Aは、生体情報検出装置90およびHMD50の両方を頭部に装着した状態で作業を行うことが可能である。このとき、生体情報検出装置90は、作業者Aの少なくとも後頭部を覆い、かつ、HMD50との干渉を避けるように作業者Aの頭部に装着される。 FIG. 18 is a perspective view showing the biological information detection apparatus 90 and the HMD 50 in an enlarged manner. The worker A can perform work in a state in which both the biological information detection apparatus 90 and the HMD 50 are attached to the head. At this time, the living body information detection device 90 is attached to the head of the worker A so as to cover at least the back of the worker A and to avoid interference with the HMD 50.

 (生体情報検出装置の構成)
 図19は、生体情報検出装置90の主要部の構成を示すブロック図である。生体情報検出装置90は、生体情報検出部91と、記憶部92と、通信部93と、制御部94とを有している。
(Configuration of biological information detection device)
FIG. 19 is a block diagram showing the configuration of the main part of the biological information detection apparatus 90. As shown in FIG. The biological information detection apparatus 90 includes a biological information detection unit 91, a storage unit 92, a communication unit 93, and a control unit 94.

 生体情報検出部91は、作業者Aの作業に伴って変化する生体情報として、脳電位を検出する脳電位センサ91aで構成されている。記憶部92は、制御部94の動作プログラムのほか、生体情報検出部91にて検出された生体情報を一時的に記憶するメモリであり、例えばRAM、ROM、不揮発性メモリなどを含んで構成されている。通信部93は、外部(例えばサーバー30)と通信するためのインターフェースであり、送信回路、受信回路およびアンテナなどを含んで構成されている。制御部94は、例えばCPUで構成されており、生体情報検出装置90の各部の動作を制御する。 The living body information detection unit 91 is configured of a brain potential sensor 91 a that detects a brain potential as living body information that changes with the work of the worker A. The storage unit 92 is a memory for temporarily storing the biological information detected by the biological information detection unit 91 in addition to the operation program of the control unit 94, and includes, for example, a RAM, a ROM, a non-volatile memory, etc. ing. The communication unit 93 is an interface for communicating with the outside (for example, the server 30), and includes a transmission circuit, a reception circuit, an antenna, and the like. The control unit 94 includes, for example, a CPU, and controls the operation of each unit of the biological information detection apparatus 90.

 上記構成の生体情報検出装置90としては、例えばニューロスカイ社製の「MindWave Mobile」を用いることができる。 For example, "Mind Wave Mobile" manufactured by Neurosky Inc. can be used as the biological information detection apparatus 90 configured as described above.

 (状態監視方法について)
 図20は、本実施形態の状態監視システム1における処理の大まかな流れを示す説明図である。以下、図20を参照して、本実施形態の状態監視方法について説明する。
(About the state monitoring method)
FIG. 20 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment. The state monitoring method of the present embodiment will be described below with reference to FIG.

 まず、HMD50では、制御部54の制御により、記憶部52に記憶されている作業内容を表示素子51に表示させる(#21)。これにより、作業者Aは、表示内容に従って作業を実施することが可能となる。そして、HMD50は、表示した作業内容に対応する作業名を作業情報としてサーバー30に送信する(#22)。 First, in the HMD 50, the work content stored in the storage unit 52 is displayed on the display element 51 under the control of the control unit 54 (# 21). As a result, the worker A can carry out the work according to the display content. Then, the HMD 50 transmits the work name corresponding to the displayed work content as work information to the server 30 (# 22).

 一方、作業者Aの作業中の脳電位は、生体情報検出装置90の脳電位センサ91aで検出され、取得されている(#23;生体情報検出工程)。作業者Aの脳電位のデータは、サーバー30に送信される(#24)。 On the other hand, the brain potential during the work of the worker A is detected and obtained by the brain potential sensor 91a of the biological information detection apparatus 90 (# 23; biological information detection step). The data of the brain potential of the worker A is transmitted to the server 30 (# 24).

 サーバー30は、生体情報検出装置90から送信された脳電位のデータを受信すると(#25)、生体指標取得部33cは、上記データに基づき、生体指標として、集中力に関連性があるα波値/β波値を算出し、取得する(#26;生体指標取得工程)。具体的には、生体指標取得部33cは、得られた脳電位の時系列データを周波数解析(高速フーリエ変換)し、8Hz~13Hzの値の積算値をα波値とし、13Hz~30Hzの値の積算値をβ波値として、α波値/β波値を算出する。そして、制御部33(例えば全体制御部33a)は、#22にてHMD50から送信された作業情報(作業名)と、#26で取得された生体指標(α波値/β波値)とを関連付けて作業情報/生体指標記憶部31bに記憶させる(#27;記憶工程)。例えば、作業者Aが、ネジを締める作業1のときに、α波値/β波値がc1であり、基板に穴を開ける作業2のときに、α波値/β波値がc2(例えばc2<c1とする)であり、部品の組み立て作業3のときに、α波値/β波値がc3(例えばc3>c1とする)である、などの情報が作業情報/生体指標記憶部31bに記憶される。 When the server 30 receives the brain potential data transmitted from the biological information detection device 90 (# 25), the biological index acquisition unit 33c determines that the concentration is related to the alpha wave, based on the above data. The value / β wave value is calculated and acquired (# 26; biomarker acquisition step). Specifically, the biological index acquisition unit 33c performs frequency analysis (fast Fourier transform) on time series data of the acquired brain potential, and takes an integrated value of values of 8 Hz to 13 Hz as an alpha wave value, and a value of 13 Hz to 30 Hz. The α wave value / β wave value is calculated, using the integrated value of as the β wave value. Then, the control unit 33 (for example, the overall control unit 33a) combines the work information (work name) transmitted from the HMD 50 in # 22 and the biological index (α wave value / β wave value) acquired in # 26. It associates and stores in the work information / biometric index storage unit 31b (# 27; storage step). For example, when worker A performs work 1 for tightening a screw, α wave value / β wave value is c1, and for work 2 when a hole is formed in a substrate, α wave value / β wave value is c2 (for example, c2 <c1), and information that the α wave value / β wave value is c3 (for example, c3> c1) at the assembly work 3 of the component is the work information / biometric index storage unit 31b Is stored in

 以上のように、本実施形態の状態監視システム1においても、作業情報(作業名)と生体指標(α波値/β波値)とを関連付けて作業情報/生体指標記憶部31bに記憶させているため、作業の管理者等の第三者は、例えば外部の端末装置100(図1参照)からのアクセスによって作業情報/生体指標記憶部31bに記憶された情報を把握し、作業者Aの作業についての肉体的・精神的な負担を容易に把握することが可能となる。つまり、上記の例では、作業2については、α波値/β波値が他の作業よりも小さいことから、作業者Aの集中力が低下しており、肉体的・精神的な負担が大きいと容易に判断することができる。 As described above, also in the state monitoring system 1 according to the present embodiment, the task information (task name) and the biometric index (α wave value / β wave value) are associated and stored in the task information / bioindex storage unit 31b. Therefore, the third party such as the manager of the work grasps the information stored in the work information / biometric index storage unit 31b by, for example, access from the external terminal device 100 (see FIG. 1). It becomes possible to easily grasp the physical and mental burden of work. That is, in the above example, for the work 2, since the alpha wave value / beta wave value is smaller than the other work, the concentration of the worker A is reduced, and the physical and mental burden is large. It can be easily judged.

 したがって、実施の形態1または2と同様に、第三者は、作業者Aが現に行っている作業についての「作業の快適さ」を容易に把握することができる。そして、必要に応じて作業の改善を図ることにより、作業者Aの作業中の事故や疾病を防ぐことができるなど、実施の形態1または2と同様の効果を得ることができる。また、第三者は、作業情報/生体指標記憶部31bに記憶された情報を適宜確認することによって、どの作業で作業者Aの集中力が低下することが多いかを確認することができるため、集中力が低下する作業に対して優先的に作業改善を図ることができる。 Therefore, as in the first or second embodiment, the third party can easily grasp the “comfort of work” for the work currently performed by the worker A. And, by aiming to improve the work as necessary, it is possible to prevent the accident and the disease during the work of the worker A, and the like, it is possible to obtain the same effect as the first embodiment or the second embodiment. In addition, since the third party can confirm by which work the concentration of the worker A is often reduced by appropriately checking the information stored in the work information / biometric index storage unit 31b. Work can be improved with priority to work with reduced concentration.

 また、生体情報検出部91は、脳電位センサ91aで構成されている。これにより、生体指標取得部33cは、脳電位センサ91aで取得される脳電位データに基づいて、生体指標としてのα波値/β波値を確実に算出し、取得することが可能となる。 Further, the biological information detection unit 91 is configured of a brain potential sensor 91a. As a result, the biological index acquisition unit 33 c can reliably calculate and acquire the α wave value / β wave value as the biological index based on the brain potential data acquired by the brain potential sensor 91 a.

 また、上述のように、α波値/β波値が小さいほど、作業者Aの集中力が低下すると考えられることから、α波値/β波値は、作業者Aの集中力を判断するための生体指標であると言える。このような生体指標が作業情報/生体指標記憶部31bに記憶されているため、第三者は、作業情報/生体指標記憶部31bに記憶された上記生体指標から、作業者Aの集中力を的確に判断して、作業者の肉体的・精神的な負担を的確に把握することができる。 Further, as described above, it is considered that the concentration of worker A decreases as the α wave value / β wave value decreases, so the α wave value / β wave value determines the concentration of worker A. It can be said that it is a vital indicator for Since such a biometric index is stored in the work information / biometric index storage unit 31b, the third party uses the above-mentioned biometric index stored in the work information / biometric index storage unit 31b to determine the concentration of the worker A. It is possible to accurately determine the physical and mental burden on the worker by making an accurate judgment.

 なお、本実施形態では、α波値/β波値の算出をサーバー30側で行う例について説明したが、サーバー30以外で行うようにしてもよい。例えば、生体情報検出装置90に演算機能を付加し、生体情報検出装置90にて、脳電位データに基づいてα波値/β波値の算出を行った上で、その算出データをサーバー30へ送信するようにしてもよい。つまり、サーバー30の生体指標取得部33cの機能を、生体情報検出装置90の制御部94に持たせてもよい。 In the present embodiment, an example in which the calculation of the α wave value / β wave value is performed on the side of the server 30 has been described. For example, an arithmetic function is added to the living body information detection device 90, and the living body information detection device 90 calculates the α wave value / β wave value based on the brain potential data, and then sends the calculation data to the server 30. You may make it transmit. That is, the control unit 94 of the biological information detection apparatus 90 may have the function of the biometric index acquisition unit 33 c of the server 30.

 また、本実施形態では、生体指標としてα波値/β波値を用いたが、予め作業者Aの平静時におけるα波値/β波値(以下、α波値/β波値refとする)を測定しておき、作業者Aの作業中のα波値/β波値(以下、α波値/β波値workとする)とα波値/β波値refとの比、すなわち、(α波値/β波値work)/(α波値/β波値ref)を生体指標としてもよい。 Further, in the present embodiment, the alpha wave value / beta wave value is used as the biological index, but it is assumed that alpha wave value / beta wave value (hereinafter, alpha wave value / beta wave value ref) when operator A is at rest The ratio of α wave value / β wave value (hereinafter referred to as α wave value / β wave value work) to α wave value / β wave value ref during the work of worker A, ie, (Α wave value / β wave value work) / (α wave value / β wave value ref) may be used as the biological index.

 したがって、本実施形態のように、生体情報検出部91が脳電位センサ91aで構成される場合において、生体指標は、脳電位センサ91aによって検出される脳電位に基づいて得られるα波値/β波値、またはα波値/β波値と基準値との比((α波値/β波値work)/(α波値/β波値ref))であってもよいと言える。この場合、第三者は、上記いずれの生体指標を用いた場合でも、その生体指標に基づき、作業現場で行われる作業者Aの作業について、作業者Aの肉体的・精神的な負担を確実に把握することが可能となる。 Therefore, as in the present embodiment, when the biological information detection unit 91 is configured of the brain potential sensor 91a, the biological index is an α wave value / β obtained based on the brain potential detected by the brain potential sensor 91a. It can be said that the wave value or the ratio of the α wave value / β wave value to the reference value ((α wave value / β wave value work) / (α wave value / β wave value ref)) may be used. In this case, the third party ensures the physical and mental burden of the worker A on the work of the worker A performed at the work site on the basis of the biometric index regardless of using any of the above-mentioned biomarkers. It is possible to

 (変形例)
 図21は、本実施形態の状態監視システム1の変形例の構成を示す説明図である。本変形例の状態監視システム1は、上述した図17の構成に、端末装置100を加えた構成に相当している。端末装置100とサーバー30、端末装置100とHMD50とは、無線LANなどの通信回線を介して、またはBluetooth(登録商標)規格に基づく無線通信によって通信可能である。
(Modification)
FIG. 21 is an explanatory view showing the configuration of a modification of the state monitoring system 1 of the present embodiment. The state monitoring system 1 of this modification corresponds to a configuration in which the terminal device 100 is added to the configuration of FIG. 17 described above. The terminal device 100 and the server 30, and the terminal device 100 and the HMD 50 can communicate via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard.

 (端末装置100の構成)
 図22は、端末装置100の構成を示すブロック図である。端末装置100は、表示部101と、入力部102と、記憶部103と、通信部104、制御部105とを有している。表示部101は、各種情報を表示するディスプレイで構成されている。入力部102は、第三者による入力(指示)を受け付けるキーボード、マウス、タッチパッドなどで構成されている。記憶部103は、制御部105の動作プログラムや各種情報を記憶するメモリであり、例えばRAM、ROM、不揮発性メモリ、ハードディスクなどで構成されている。通信部104は、外部と通信するためのインターフェースであり、送信回路、受信回路およびアンテナなどを含んで構成されている。
(Configuration of terminal device 100)
FIG. 22 is a block diagram showing the configuration of the terminal device 100. As shown in FIG. The terminal device 100 includes a display unit 101, an input unit 102, a storage unit 103, a communication unit 104, and a control unit 105. The display unit 101 is configured of a display that displays various information. The input unit 102 includes a keyboard, a mouse, a touch pad, and the like that receive an input (instruction) by a third party. The storage unit 103 is a memory that stores an operation program of the control unit 105 and various information, and is configured of, for example, a RAM, a ROM, a non-volatile memory, a hard disk, and the like. The communication unit 104 is an interface for communicating with the outside, and includes a transmission circuit, a reception circuit, an antenna, and the like.

 制御部105は、全体制御部105aと、比較処理部105bとを有している。全体制御部105aおよび比較処理部105bは、1つのCPUで一体的に構成されていてもよいし、別々のCPUで構成されていてもよい。全体制御部105aは、端末装置100の各部の動作を制御する。比較処理部105bは、サーバー30から送信される生体指標(例えばα波値/β波値)と、予め設定された作業ごとの閾値に基づいて決まる許容範囲とを比較し、生体指標が許容範囲外である場合に、作業者にリフレッシュを促す表示を指示する指示情報を生成し、出力する。 The control unit 105 includes an overall control unit 105 a and a comparison processing unit 105 b. The overall control unit 105a and the comparison processing unit 105b may be integrally configured by one CPU, or may be configured by separate CPUs. The overall control unit 105 a controls the operation of each unit of the terminal device 100. The comparison processing unit 105 b compares the biometric index (for example, α wave value / β wave value) transmitted from the server 30 with the tolerance range determined based on the preset threshold value for each operation, and the biometric index is the tolerance range If it is outside, it generates and outputs instruction information for instructing a worker to display a prompt for refreshing.

 このような端末装置100は、例えばパーソナルコンピュータで構成可能である。なお、端末装置100は、図21のようにサーバー30と別体で構成されてもよいし、図示はしないが、サーバー30と一体的に構成されてもよい。 Such a terminal device 100 can be configured by, for example, a personal computer. The terminal device 100 may be configured separately from the server 30 as shown in FIG. 21, or may be configured integrally with the server 30, although not shown.

 図23は、上記変形例の状態監視システム1における処理の大まかな流れを示す説明図である。本変形例では、図20で示した処理に加えて、さらに以下の処理が行われる。 FIG. 23 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the modified example. In this modification, in addition to the processing shown in FIG. 20, the following processing is further performed.

 サーバー30は、予め設定されている作業ごとのα波値/β波値の閾値(生体指標閾値)を記憶部31にて保持しているとする(#28)。上記閾値は、例えば、基準値として予め設定されたα波値/β波値refに対して、所定の比率を掛け合わせた値で設定することができる。上記所定の比率は、疲れの増加、または集中力の低下を示す比率である。例えば、α波値/β波値refが低下する方向は、集中力が低下する方向を示すことから、本変形例では、上記比率として、0.5~0.9程度を設定し、α波値/β波値refの0.5~0.9倍程度の値を、α波値/β波値の閾値とする。なお、生体指標して、(α波値/β波値work)/(α波値/β波値ref)を用いた場合、(α波値/β波値work)/(α波値/β波値ref)の0.5~0.9倍程度の値を生体指標閾値とし、この生体指標閾値に基づいて生体指標の許容範囲を設定してもよい。 It is assumed that the server 30 holds the threshold (biometric index threshold) of the alpha wave value / beta wave value for each operation set in advance in the storage unit 31 (# 28). The threshold value can be set, for example, as a value obtained by multiplying an α wave value / β wave value ref set in advance as a reference value by a predetermined ratio. The predetermined ratio is a ratio that indicates an increase in fatigue or a decrease in concentration. For example, since the direction in which the α wave value / β wave value ref decreases indicates the direction in which the concentration power decreases, in the present modification, the above ratio is set to about 0.5 to 0.9, and the α wave is set. A value approximately 0.5 to 0.9 times the value / β wave value ref is used as a threshold value of the α wave value / β wave value. When (α wave value / β wave value work) / (α wave value / β wave value ref) is used as a biological index, (α wave value / β wave value work) / (α wave value / β) A value about 0.5 to 0.9 times the wave value ref) may be used as a biomarker threshold, and the tolerance range of the biomarker may be set based on the biomarker threshold.

 #26で算出された生体指標(α波値/β波値)と、#28で保持されている生体指標閾値(α波値/β波値の閾値)とは、通信部32を介して端末装置100に送信される。すると、端末装置100の制御部105(特に比較処理部105b)は、上記生体指標閾値に基づいて、生体指標の許容範囲を算出し、送信された生体指標と、上記許容範囲とを比較する(#29)。例えば、生体指標としてのα波値/β波値が低下する方向が、集中力の低下を示すため、比較処理部105bは、生体指標閾値よりも大きい範囲を許容範囲とし、α波値/β波値が上記許容範囲外であるか否か(許容範囲を下回るか否か)を判断する(#30)。α波値/β波値が上記許容範囲内である場合は、#29に戻って処理を繰り返す(次の作業について取得される生体指標について、上記と同様に許容範囲と比較する)。 The biometric index (α wave value / β wave value) calculated in # 26 and the biometric index threshold value (α wave value / β wave value threshold) held in # 28 are terminals via the communication unit 32. It is sent to the device 100. Then, the control unit 105 (in particular, the comparison processing unit 105b) of the terminal device 100 calculates an allowable range of the biomarker based on the biomarker threshold, and compares the transmitted biomarker with the allowable range ((1) # 29). For example, since the direction in which the alpha wave value / beta wave value as the biometric index decreases indicates a decrease in concentration, the comparison processing unit 105b sets the range larger than the biomarker threshold as the allowable range, and the alpha wave value / beta It is determined whether the wave value is out of the above-mentioned allowable range (whether or not the value is below the allowable range) (# 30). If the α wave value / β wave value is within the allowable range, the process returns to # 29 to repeat the process (compare the allowable range with the above-described biometric index acquired for the next operation).

 α波値/β波値が上記許容範囲外である場合(許容範囲を下回る場合)、比較処理部105bは、作業者Aの集中力が低下していると判断して、作業者Aにリフレッシュ(集中力の回復)を促す表示を指示する指示情報を、HMD50に送信する(#31)。HMD50は、端末装置100からの上記指示情報を受信すると、制御部54の制御により、例えば「休憩をとってください。」、「ストレッチを行ってください。」などのリフレッシュを促す情報を表示素子51にて表示させる(#32)。 If the alpha wave value / beta wave value is out of the allowable range (if it falls below the allowable range), the comparison processing unit 105 b determines that the concentration of the worker A is lowered, and the operator A is refreshed. The instruction information for instructing to display (restoration of concentration) is transmitted to the HMD 50 (# 31). When the HMD 50 receives the above instruction information from the terminal device 100, the control unit 54 controls the display element 51 to prompt information such as "Please take a break." Or "Please perform stretching." Is displayed (# 32).

 以上のように、端末装置100の比較処理部105bが、サーバー30から送信される生体指標(α波値/β波値)と、作業ごとの許容範囲とを比較し、生体指標が許容範囲外である場合に、作業者Aにリフレッシュを促す表示を指示する指示情報をHMD50に出力する(#29~#31)。そして、HMD50は、上記の指示情報に基づいて、作業者Aにリフレッシュを促す表示を表示素子51によって行う(#32)。これにより、作業者Aは、HMD50で表示された映像(リフレッシュ指示情報)を見て、休憩をとるなどの適切な措置を講じることができ、集中力の回復を図ることができる。つまり、上記の処理によれば、疲れの増加や集中力の低下を監視し、それらが検知された場合にリアルタイムで作業者Aに情報をフィードバックすることで、疲労や集中力の回復を促すことができ、これによって作業性を高めることができる。 As described above, the comparison processing unit 105 b of the terminal device 100 compares the biometric index (α wave value / β wave value) transmitted from the server 30 with the allowable range for each operation, and the biometric index is out of the allowable range. If it is, the instruction information for instructing the worker A to display a request for refreshing is output to the HMD 50 (# 29 to # 31). Then, the HMD 50 performs a display for prompting the worker A to be refreshed by the display element 51 based on the above instruction information (# 32). As a result, the worker A can look at the image (refresh instruction information) displayed on the HMD 50, take appropriate measures such as taking a break, and can restore concentration. That is, according to the above-mentioned processing, the increase in fatigue and the decrease in concentration are monitored, and when they are detected, the information is fed back to the worker A in real time to promote the recovery of the fatigue and the concentration. This can improve the workability.

 特に、表示ユニットとしてのHMD50は、作業者Aの頭部に装着される頭部装着型映像表示装置であるため、作業者Aは、HMD50を頭部に装着して作業を行っている状態で、つまり、作業に支障を生じさせることなく、HMD50で表示される指示情報を容易に確認することができる。 In particular, since the HMD 50 as a display unit is a head mounted image display device mounted on the head of the worker A, the worker A wears the HMD 50 on the head and performs work That is, the instruction information displayed on the HMD 50 can be easily confirmed without causing any trouble in the operation.

 なお、以上のことから、本変形例の状態監視方法は、上記した生体指標と、予め設定された作業ごとの閾値に基づいて決まる許容範囲とを比較する比較処理工程(#29、#30)と、生体指標が許容範囲外である場合に、作業者にリフレッシュを促す表示を指示する指示情報を出力する出力工程(#31)と、上記指示情報に基づいて、作業者にリフレッシュを促す表示を行う表示工程(#32)とを含むと言うことができる。これにより、作業者は、(HMD50での)リフレッシュを促す表示を見て、休憩をとるなどの適切な措置を講じることができ、集中力の回復を図ることができる。 From the above, in the state monitoring method of the present modification, the comparison processing step (# 29, # 30) comparing the above-described biometric index with the allowable range determined based on the preset threshold value for each operation (# 29, # 30) And an output step (# 31) for outputting instruction information for instructing the operator to display a refresh when the biometric index is out of the allowable range, and a display for prompting the operator to refresh based on the instruction information. And displaying step (# 32). As a result, the worker can see an indication prompting the user to refresh (in the HMD 50), take appropriate measures such as taking a break, and can restore concentration.

 〔実施の形態4〕
 図24は、本実施形態の状態監視システム1の概略の構成を示す説明図である。本実施形態の状態監視システム1は、実施の形態2の生体情報検出装置40を、実施の形態1の生体情報検出装置20に置き換え、さらに、バーコードリーダー120を設けた以外は、実施の形態2と同様の構成である。なお、生体情報検出装置20とサーバー30、HMD50とサーバー30、バーコードリーダー120とサーバー30、バーコードリーダー120とHMD50とは、無線LANなどの通信回線を介して、またはBluetooth(登録商標)規格に基づく無線通信によって通信可能である。
Fourth Embodiment
FIG. 24 is an explanatory view showing a schematic configuration of the condition monitoring system 1 of the present embodiment. The condition monitoring system 1 of the present embodiment is an embodiment except that the biological information detection device 40 of the second embodiment is replaced with the biological information detection device 20 of the first embodiment, and a bar code reader 120 is further provided. The configuration is the same as that of No. 2. The biological information detection apparatus 20 and the server 30, the HMD 50 and the server 30, the barcode reader 120 and the server 30, and the barcode reader 120 and the HMD 50 communicate with each other via a communication line such as a wireless LAN or Bluetooth (registered trademark) standard. It can communicate by wireless communication based on.

 図25は、バーコードリーダー120の概略の構成を示すブロック図である。バーコードリーダー120は、作業者の識別情報(例えば個人ID;identification)を読み取ることによって、作業者を特定する作業者特定部である。特に、バーコードリーダー120は、作業者ごとに割り当てられた、識別情報としてのバーコード情報を読み取ることによって、作業者を特定する。このようなバーコードリーダー120は、読取部121と、記憶部122と、通信部123と、制御部124とを有している。 FIG. 25 is a block diagram showing a schematic configuration of the barcode reader 120. As shown in FIG. The barcode reader 120 is a worker identification unit that identifies a worker by reading a worker's identification information (for example, a personal ID; identification). In particular, the barcode reader 120 identifies a worker by reading barcode information as identification information assigned to each worker. Such a barcode reader 120 includes a reading unit 121, a storage unit 122, a communication unit 123, and a control unit 124.

 読取部121は、光源や受光素子等を有して構成され、バーコードに光を照射して、その反射光を受光することによってバーコードを読み取り、バーコードに付されている情報(バーコード情報)を取得する。記憶部122は、制御部124の動作プログラムのほか、読取部121にて取得されたバーコード情報を一時的に記憶するメモリであり、例えばRAM、ROM、不揮発性メモリなどを含んで構成されている。通信部123は、外部(例えばサーバー30およびHMD50)と通信するためのインターフェースであり、送信回路、受信回路およびアンテナなどを含んで構成されている。制御部124は、例えばCPUで構成されており、バーコードリーダー120の各部の動作を制御する。 The reading unit 121 is configured to have a light source, a light receiving element, and the like, irradiates light to the bar code, and reads the bar code by receiving the reflected light, and the information attached to the bar code (bar code Get information). The storage unit 122 is a memory for temporarily storing bar code information acquired by the reading unit 121 in addition to the operation program of the control unit 124, and includes, for example, a RAM, a ROM, a non-volatile memory, etc. There is. The communication unit 123 is an interface for communicating with the outside (for example, the server 30 and the HMD 50), and includes a transmission circuit, a reception circuit, an antenna, and the like. The control unit 124 includes, for example, a CPU, and controls the operation of each unit of the barcode reader 120.

 なお、本実施形態では、作業者特定部としてバーコードリーダー120を用いているが、例えば、作業者の個人IDが記録されたICチップやマトリクス型二次元コード(QRコード(登録商標))を読み取ることによって作業者を特定する装置や機器を作業者特定部として用いてもよい。また、作業者の指紋を検知することによって作業者を特定する生体認証が可能な装置を、作業者特定部として用いてもよい。 In the present embodiment, the barcode reader 120 is used as the worker identification unit, but for example, an IC chip or a matrix type two-dimensional code (QR code (registered trademark)) in which the worker personal ID is recorded is used. An apparatus or device for specifying a worker by reading may be used as the worker specifying unit. In addition, a device capable of performing biometric authentication for identifying a worker by detecting a fingerprint of the worker may be used as the worker identification unit.

 図26は、本実施形態の状態監視システム1における処理の大まかな流れを示す説明図である。以下、図26を参照して、本実施形態の状態監視方法について説明する。 FIG. 26 is an explanatory view showing a rough flow of processing in the condition monitoring system 1 of the present embodiment. Hereinafter, the state monitoring method of the present embodiment will be described with reference to FIG.

 まず、作業者Aは、作業開始前に、作業者Aの社員証などに付されている、作業者Aの識別情報(個人ID)が割り当てられたバーコードを、バーコードリーダー120にかざす。すると、バーコードリーダー120の読取部121は、上記バーコードを読み取って、作業者Aのバーコード情報を取得する(#41)。そして、制御部124は、読取部121にて取得されたバーコード情報から、作業者Aを特定する(#42)。つまり、#42では、制御部124は、作業者Aの作業者名を含む作業者情報を取得する。特定された作業者Aの作業者情報は、通信部123を介してサーバー30に送信される(#43)。 First, before the start of the operation, the worker A holds the bar code, to which the identification information (personal ID) of the worker A is attached, attached to the employee ID card of the worker A, to the barcode reader 120. Then, the reading unit 121 of the barcode reader 120 reads the barcode and acquires barcode information of the operator A (# 41). Then, the control unit 124 identifies the worker A from the barcode information acquired by the reading unit 121 (# 42). That is, at # 42, the control unit 124 acquires worker information including the worker name of the worker A. The worker information of the worker A identified is transmitted to the server 30 via the communication unit 123 (# 43).

 また、#41で取得されたバーコード情報は、通信部123を介してHMD50に送信される。HMD50では、制御部54の制御により、受信したバーコード情報に対応する作業者Aについての作業内容の情報を記憶部52から読み出して、上記作業内容を表示素子51に表示させる(#44)。これにより、作業者Aは、表示内容に従って作業を実施することが可能となる。また、HMD50は、表示した作業内容に対応する作業名を作業情報としてサーバー30に送信する(#45)。 The bar code information acquired in # 41 is transmitted to the HMD 50 via the communication unit 123. Under the control of the control unit 54, the HMD 50 reads out information on the work content of the worker A corresponding to the received barcode information from the storage unit 52, and causes the display element 51 to display the work content (# 44). As a result, the worker A can carry out the work according to the display content. Further, the HMD 50 transmits a work name corresponding to the displayed work content as work information to the server 30 (# 45).

 一方、作業者Aの作業中の心拍数は、生体情報検出装置20の心拍センサ21a(図4参照)にて検出され、取得されている(#46;生体情報検出工程)。作業者Aの心拍数のデータは、サーバー30に送信される(#47)。 On the other hand, the heart rate during the work of the worker A is detected and acquired by the heart rate sensor 21a (see FIG. 4) of the biological information detection apparatus 20 (# 46; biological information detection step). The heart rate data of the worker A is transmitted to the server 30 (# 47).

 サーバー30は、生体情報検出装置20から送信された心拍数のデータを受信すると(#48)、生体指標取得部33cは、上記データに基づき、生体指標として、集中力に関連性がある副交感神経活性度を算出し、取得する(#49;生体指標取得工程)。なお、副交感神経活性度の算出方法は、実施の形態1と同様である。そして、制御部33(例えば全体制御部33a)は、#43にてバーコードリーダー120から送信された作業者情報(作業者名)と、#45にてHMD50から送信された作業情報(作業名)と、#49で取得された生体指標(副交感神経活性度)とを関連付けて作業情報/生体指標記憶部31bに記憶させる(#50;記憶工程)。 When the server 30 receives the heart rate data transmitted from the living body information detection device 20 (# 48), the living body index acquisition unit 33c determines, as a living body index, the parasympathetic nerve related to concentration based on the above data. The degree of activity is calculated and acquired (# 49; biomarker acquisition step). The method of calculating the parasympathetic nervous activity is the same as that of the first embodiment. Then, the control unit 33 (for example, the overall control unit 33a) receives the worker information (worker name) transmitted from the bar code reader 120 at # 43 and the work information (work name) transmitted from the HMD 50 at # 45. And the biometric index (parasympathetic nerve activity degree) acquired in # 49 are stored in the work information / bioindex storage unit 31b (# 50; storage step).

 以上のように、本実施形態の状態監視システム1では、作業者情報(作業者名)と、作業情報(作業名)と、生体指標(副交感神経活性度)とを関連付けて作業情報/生体指標記憶部31bに記憶させているため、作業の管理者等の第三者は、例えば外部の端末装置からのアクセスによって作業情報/生体指標記憶部31bに記憶された情報を参照し、特定の作業者Aについての作業の肉体的・精神的な負担を容易に把握することが可能となる。したがって、第三者は、特定の作業者Aが現に行っている作業についての「作業の快適さ」を容易に把握でき、必要に応じて作業の改善を図ることによって、特定の作業者Aについて、作業中の事故や疾病を防ぐことができるなど、実施の形態1~3と同様の効果を得ることができる。 As described above, in the state monitoring system 1 according to the present embodiment, the worker information (worker name), the work information (work name), and the biometric index (parasympathetic nerve activity level) are associated with each other to create the work information / biometric index As stored in the storage unit 31b, a third party such as a work manager refers to the information stored in the work information / biometric index storage unit 31b by, for example, access from an external terminal device, and performs a specific work. It is possible to easily grasp the physical and mental burden of work on Person A. Therefore, the third party can easily grasp the "comfort of work" about the work currently performed by the specific worker A, and by improving the work as necessary, the specific person A can be identified. The same effects as in Embodiments 1 to 3 can be obtained, such as preventing accidents and diseases during work.

 また、本実施形態の状態監視方法は、作業者Aの識別情報(例えばバーコード情報)を読み取ることによって、作業者Aを特定する作業者特定工程(#41)を含み、#50の記憶工程では、作業者特定工程で特定された作業者Aの情報と、#45で送信された作業情報と、#47で送信された生体指標とを関連付けて記憶する。これにより、上記と同様に、必要に応じて作業の改善を図ることによって、特定の作業者Aについて作業中の事故や疾病を防ぐことができるなどの効果が得られる。 Further, the state monitoring method of the present embodiment includes a worker specifying step (# 41) for specifying the worker A by reading the identification information (for example, bar code information) of the worker A, and the storage step of # 50. Then, the information of the worker A specified in the worker specifying step, the work information transmitted in # 45, and the biometric index transmitted in # 47 are stored in association with each other. As a result, similar to the above, by improving the work as necessary, it is possible to obtain an effect such that an accident or a disease during the work can be prevented for the specific worker A.

 また、第三者は、作業情報/生体指標記憶部31bに記憶された情報を適宜確認することによって、どの作業で作業者Aの集中力が低下することが多いかを確認することができる。これにより、集中力が低下する作業に対して優先的に作業改善を図ることができる。また、例えば複数の作業者Aの間で作業分担を行う場合でも、各作業者Aが集中力を維持しやすい作業を受け持つことができるような分担が可能となり、複数の作業者Aによる作業全体の作業性を向上させることができる。 In addition, the third party can confirm which work the concentration of the worker A is often reduced by appropriately checking the information stored in the work information / biometric index storage unit 31 b. As a result, the work can be improved with priority over the work in which the concentration power is reduced. In addition, even when, for example, a plurality of workers A perform work sharing, it is possible to share work so that each worker A can handle work that is easy to maintain concentration, and the entire work performed by a plurality of workers A The work efficiency of can be improved.

 また、本実施形態では、バーコードリーダー120を作業者特定部として用いているため、簡易な構成で作業者特定部を実現して、本実施形態の状態監視システム1を容易に実現できる。 Further, in the present embodiment, since the barcode reader 120 is used as the worker identification unit, the worker identification unit is realized with a simple configuration, and the state monitoring system 1 of the present embodiment can be easily realized.

 (変形例)
 図27は、本実施形態の状態監視システム1の変形例の構成を示す説明図である、本変形例の状態監視システム1は、上述した図24の構成に、実施の形態3の端末装置100(図21、図22参照)を加えた構成に相当している。
(Modification)
FIG. 27 is an explanatory view showing a configuration of a modification of the status monitoring system 1 of the present embodiment. The status monitoring system 1 of the present modification has the terminal device 100 of the third embodiment in the configuration of FIG. It corresponds to the structure which added (refer FIG. 21, FIG. 22).

 図28は、上記変形例の状態監視システム1における処理の大まかな流れを示す説明図である。本変形例では、図26で示した処理に加えて、さらに以下の処理が行われる。なお、図28では、便宜的に、図26におけるバーコードリーダー120による処理の図示を省略している。 FIG. 28 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the modified example. In this modification, in addition to the process shown in FIG. 26, the following process is further performed. In FIG. 28, for convenience, illustration of the process by the barcode reader 120 in FIG. 26 is omitted.

 サーバー30は、予め設定されている作業者Aごとの副交感神経活性度の閾値(生体指標閾値)を記憶部31にて保持しているとする(#51)。上記閾値は、例えば、基準値として予め設定された副交感神経活性度refに対して、所定の比率を掛け合わせた値で設定することができる。上記所定の比率は、疲れの増加、または集中力の低下を示す比率である。例えば、副交感神経活性度refが低下する方向は、集中力が低下する方向を示すことから、本実施形態では、上記比率として、0.5~0.9程度を設定し、副交感神経活性度refの0.5~0.9倍程度の値を、副交感神経活性度の閾値とする。 It is assumed that the server 30 holds the threshold (biometric index threshold) of the parasympathetic nerve activity for each worker A set in advance in the storage unit 31 (# 51). The threshold value can be set, for example, as a value obtained by multiplying a predetermined ratio of the parasympathetic activity ref set in advance as a reference value. The predetermined ratio is a ratio that indicates an increase in fatigue or a decrease in concentration. For example, since the direction in which the parasympathetic activity ref decreases indicates the direction in which the concentration declines, in the present embodiment, the ratio is set to about 0.5 to 0.9, and the parasympathetic activity ref is set. A value of about 0.5 to 0.9 times the value of is taken as a threshold of the parasympathetic nervous activity.

 #50で記憶されている作業者Aについての生体指標(副交感神経活性度)と、#51で保持されている作業者Aごとの生体指標閾値(副交感神経活性度の閾値)とは、通信部32を介して端末装置100に送信される。すると、端末装置100の制御部105(特に比較処理部105b、図22参照)は、上記生体指標閾値に基づいて、生体指標の許容範囲を算出し、送信された生体指標と、上記許容範囲とを比較する(#52)。例えば、生体指標としての副交感神経活性度が低下する方向が、集中力の低下を示すため、比較処理部105bは、生体指標閾値よりも大きい範囲を許容範囲とし、副交感神経活性度が上記許容範囲外であるか否か(許容範囲を下回るか否か)を判断する(#53)。副交感神経活性度が上記許容範囲内である場合は、#52に戻って処理を繰り返す(次の作業について取得される生体指標について、上記と同様に許容範囲と比較する)。 The vital sign (parasympathetic nerve activity) for worker A stored in # 50 and the vital sign threshold for each worker A held in # 51 (threshold for parasympathetic nerve activity) are the communication units. 32 to the terminal device 100. Then, the control unit 105 of the terminal device 100 (in particular, the comparison processing unit 105b, refer to FIG. 22) calculates an allowable range of the biomarker based on the biomarker threshold, and transmits the transmitted biomarker and the allowable range. Compare (# 52). For example, since the direction in which the parasympathetic nerve activity as the biomarker decreases shows a decrease in concentration, the comparison processing unit 105b sets the range larger than the biomarker threshold as the allowable range, and the parasympathetic nerve activity is in the allowable range. It is determined whether it is outside (whether or not it is below the allowable range) (# 53). If the parasympathetic nerve activity is within the allowable range, the process returns to # 52 to repeat the processing (compare the allowable range with the above-described biometric index acquired for the next task).

 副交感神経活性度が上記許容範囲外である場合(許容範囲を下回る場合)、比較処理部105bは、作業者Aの集中力が低下していると判断して、作業者Aにリフレッシュ(集中力の回復)を促す表示を指示する指示情報を、HMD50に送信する(#54)。HMD50は、端末装置100からの上記指示情報を受信すると、制御部54の制御により、例えば「休憩をとってください。」、「ストレッチを行ってください。」などのリフレッシュを促す情報を表示素子51にて表示させる(#55)。 If the parasympathetic nerve activity is out of the allowable range (if it falls below the allowable range), the comparison processing unit 105 b determines that the concentration of the worker A is reduced, and refreshes the worker A (the concentration The instruction information for instructing the display prompting the recovery) is transmitted to the HMD 50 (# 54). When the HMD 50 receives the above instruction information from the terminal device 100, the control unit 54 controls the display element 51 to prompt information such as "Please take a break." Or "Please perform stretching." Is displayed (# 55).

 以上のように、本変形例では、端末装置100の比較処理部105bが、サーバー30から送信される作業者Aの生体指標(副交感神経活性度)と、作業者Aごとの生体指標閾値に基づいて決まる許容範囲とを比較し、作業者Aについての生体指標が許容範囲外である場合に、作業者Aにリフレッシュを促す表示を指示する指示情報をHMD50に出力する(#52~#54)。そして、HMD50は、上記の指示情報に基づいて、作業者Aにリフレッシュを促す表示を表示素子51にて行う(#55)。これにより、実施の形態3の変形例と同様に、作業者Aは、HMD50を装着して作業を行っている状態で、表示映像(リフレッシュ指示情報)を確認して、休憩をとるなどの適切な措置を講じることができ、作業者Aごとに適切に集中力の回復を図ることができる。 As described above, in the present modification, the comparison processing unit 105 b of the terminal device 100 is based on the biometrics index (parasympathetic nerve activity level) of the worker A transmitted from the server 30 and the biometrics threshold for each worker A. Compare the tolerance with the tolerance determined, and when the biomarker for worker A is out of tolerance, output instruction information to instruct worker A to display a prompt for refreshing to HMD 50 (# 52 to # 54) . Then, the HMD 50 performs a display for prompting the worker A to refresh on the display element 51 based on the above instruction information (# 55). Thus, as in the modification of the third embodiment, in a state in which the worker A wears the HMD 50 and performs work, the worker A checks the displayed image (refresh instruction information) and takes a break, etc. It is possible to take appropriate measures and restore the concentration appropriately for each worker A.

 なお、生体指標としての副交感神経活性度の算出をサーバー30以外で行ってもよい点や、生体指標として、作業者Aの作業中の副交感神経活性度workと副交感神経活性度refとの比を用いてもよい点は、実施の形態1と同様である。また、(副交感神経活性度work)/(副交感神経活性度ref)の0.5~0.9倍程度の値を生体指標閾値として作業者Aごとに設定し、この生体指標閾値に基づいて、作業者Aごとに生体指標の許容範囲を設定してもよい。 It should be noted that the calculation of the parasympathetic nerve activity as a biological index may be performed by other than the server 30, and the ratio of the parasympathetic activity work during work of worker A to the parasympathetic activity ref as a biological index The point which may be used is the same as that of the first embodiment. Also, a value of about 0.5 to 0.9 times the value of (parasympathetic nerve activity work) / (parasympathetic nerve activity ref) is set as a biomarker threshold for each worker A, and based on the biomarker threshold, The allowable range of the biomarker may be set for each worker A.

 なお、以上のことから、本変形例の状態監視方法は、上記した生体指標と、予め設定された作業者ごとの閾値に基づいて決まる許容範囲とを比較する比較処理工程(#52、#53)と、生体指標が許容範囲外である場合に、作業者にリフレッシュを促す表示を指示する指示情報を出力する出力工程(#54)と、上記指示情報に基づいて、作業者にリフレッシュを促す表示を行う表示工程(#55)とを含むと言うことができる。これにより、作業者は、(HMD50での)リフレッシュを促す表示を見て、休憩をとるなどの適切な措置を講じることができ、集中力の回復を図ることができる。 From the above, in the state monitoring method of the present modification, the comparison processing step (# 52, # 53) comparing the above-mentioned biometric index with the allowable range determined based on the preset threshold value for each worker (# 52, # 53 And, an output step (# 54) for outputting instruction information for instructing the operator to display a refresh when the biometric index is out of the allowable range, and urging the worker to refresh based on the instruction information. It can be said that the display process (# 55) which displays is included. As a result, the worker can see an indication prompting the user to refresh (in the HMD 50), take appropriate measures such as taking a break, and can restore concentration.

 〔実施の形態5〕
 図29は、本実施形態の状態監視システム1の概略の構成を示す説明図である。本実施形態の状態監視システム1は、実施の形態2の状態監視システム1に対して、さらに、端末装置100aおよびプリンタ130を加えて構成されている。プリンタ130は、無線LANなどの通信回線を介して、またはBluetooth(登録商標)規格に基づく無線通信によって、端末装置100aと通信可能であり、端末装置100aの後述する集計処理部105c(図30参照)によって集計された結果を出力する出力部を構成している。
Fifth Embodiment
FIG. 29 is an explanatory view showing a schematic configuration of the condition monitoring system 1 of the present embodiment. The state monitoring system 1 of the present embodiment is configured by further adding a terminal device 100 a and a printer 130 to the state monitoring system 1 of the second embodiment. The printer 130 can communicate with the terminal device 100a through a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard, and an aggregation processing unit 105c described later of the terminal device 100a (see FIG. 30). The output part which outputs the result totaled by) is comprised.

 図30は、端末装置100aの概略の構成を示すブロック図である。端末装置100aは、制御部105が集計処理部105cをさらに有している以外は、図22で示した端末装置100と全く同様の構成である。端末装置100aは、無線LANなどの通信回線を介して、またはBluetooth(登録商標)規格に基づく無線通信によって、サーバー30と通信可能である。なお、端末装置100aは、サーバー30と一体化されていてもよい。 FIG. 30 is a block diagram showing a schematic configuration of the terminal device 100a. The terminal device 100a has the same configuration as the terminal device 100 shown in FIG. 22 except that the control unit 105 further includes a tabulation processing unit 105c. The terminal device 100a can communicate with the server 30 via a communication line such as a wireless LAN or by wireless communication based on the Bluetooth (registered trademark) standard. The terminal device 100 a may be integrated with the server 30.

 集計処理部105cは、サーバー30の作業情報/生体指標記憶部31bに記憶された情報(端末装置100aがサーバー30と別体の場合は、サーバー30から送信される情報)を定期的に、または設定された期間で集計し、レポートを作成する処理を行う。このような集計処理部105cは、全体制御部105aおよび比較処理部105bと同一のCPUで構成されてもよいし、これらとは別々のCPUで構成されてもよい。 The tabulation processing unit 105 c periodically or information stored in the work information / biometric index storage unit 31 b of the server 30 (information transmitted from the server 30 when the terminal device 100 a is separate from the server 30) or Summarize at the set period and perform processing to create a report. Such an aggregation processing unit 105c may be configured by the same CPU as the overall control unit 105a and the comparison processing unit 105b, or may be configured by a CPU different from these.

 ここで、集計処理部105cが上記情報を定期的に集計するとは、例えば1か月や四半期などの一定期間ごとに情報を集計することを意味する。また、設定された期間で集計するとは、例えばキーボードなどの入力手段を用いて、必要に応じて集計期間が設定入力されたときの該集計期間で情報を集計することを意味する。また、集計とは、例えば作業ごとに生体指標を数値化してまとめたり、グラフ化したレポートを作成することを意味する。 Here, that the tabulation processing unit 105c periodically tabulates the above information means that the information is tabulated at predetermined intervals such as one month or quarter. In addition, tabulating in the set period means tabulating information in the tabulation period when the tabulation period is set and input as necessary using an input unit such as a keyboard. Further, aggregation means, for example, digitizing and summarizing a biomarker for each operation, or creating a graphed report.

 図31は、本実施形態の状態監視システム1における処理の大まかな流れを示す説明図である。本実施形態では、#17までの処理は、図15で示した実施の形態2での処理と同様である。#17にて作業情報/生体指標記憶部31bに記憶された情報が、サーバー30から端末装置100aに送信されると(#18)、端末装置100aの集計処理部105cは、上記情報を定期的に集計し、レポートを作成する(#19)。例えば、図32は、集計処理部105cが、生体指標としての単位時間あたりのまばたき回数を作業ごとに定期的に(例えば2017年4月1日から2017年4月30日までの1か月間で)集計した結果(レポート)を示している。集計処理部105cが集計した結果は、プリンタ130に出力され、そこで記録媒体(例えば用紙)上に印刷される(#20)。 FIG. 31 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment. In the present embodiment, the processing up to # 17 is the same as the processing in the second embodiment shown in FIG. When the information stored in the work information / biometric index storage unit 31b in # 17 is transmitted from the server 30 to the terminal device 100a (# 18), the tabulation processing unit 105c of the terminal device 100a periodically performs the above information. Tabulate and create a report (# 19). For example, FIG. 32 shows that the tabulation processing unit 105c periodically blinks per unit time as a biometric index for each operation (for example, in one month from April 1, 2017 to April 30, 2017). ) Shows the tabulated results (reports). The result tabulated by the tabulation processing unit 105c is output to the printer 130, where it is printed on a recording medium (for example, paper) (# 20).

 上記のように、サーバー30の作業情報/生体指標記憶部31bの記憶情報をプリンタ130にて定期的に出力する場合、作業の管理者等は、プリンタ130にて出力された内容を見て、即座に、日常管理としてどこかの作業で異常が起こっていないか等の確認を簡便に行うことができる。また、例えば作業改善前後の一定期間を入力手段(図示せず)によって設定し、端末装置100aの集計処理部105cが、上記記憶情報を、設定された各期間で集計し、その集計結果をプリンタ130にて出力するようにすれば、管理者等は、両期間での出力結果を比較して、作業の改善効果の定量評価を簡便に行うことができる。 As described above, when the storage information of the work information / biometric index storage unit 31b of the server 30 is periodically output by the printer 130, the work manager or the like looks at the contents output by the printer 130, As a daily management, it is possible to easily check whether an abnormality has occurred in some work. Further, for example, a predetermined period before and after the work improvement is set by an input unit (not shown), and the tabulation processing unit 105c of the terminal device 100a tabulates the stored information in each set period, and the tabulated result is a printer If the output is performed at 130, the administrator or the like can simply perform the quantitative evaluation of the improvement effect of the work by comparing the output results in both periods.

 なお、本実施形態では、集計処理部105cが、作業ごとに生体指標(単位時間あたりのまばたき回数を)を集計する例について説明したが、例えば実施の形態4と同様に、バーコードリーダー120(図24参照)などの作業者特定部を用いて作業者を特定し、作業情報/生体指標記憶部31bに、作業者名と作業名と生体指標とを関連付けて記憶させる場合は、作業者名ごとに生体指標の集計を行い、その集計結果をプリンタ130にて出力してもよい。 In the present embodiment, an example has been described in which the counting processing unit 105 c counts the biometric index (the number of blinks per unit time) for each operation, but, for example, the barcode reader 120 (see FIG. When specifying the worker using the worker specifying unit such as FIG. 24) and associating the worker name, the work name, and the biometric index in the work information / biometric index storage unit 31b, the worker name is stored. The biometric index may be totaled for each time, and the total result may be output by the printer 130.

 なお、本実施形態では、集計結果を出力する出力部として、プリンタ130を用いているが、ディスプレイなどの表示部を用い、集計結果を表示部にて出力するようにしてもよい。このとき、上記の表示部は、端末装置100aが有する表示部101で構成されてもよいし、端末装置100aに対して外付けの表示部で構成されてもよい。 In the present embodiment, the printer 130 is used as an output unit for outputting the aggregation result. However, the aggregation result may be output by the display unit using a display unit such as a display. At this time, the display unit described above may be configured by the display unit 101 of the terminal device 100a, or may be configured by an external display unit attached to the terminal device 100a.

 〔実施の形態6〕
 図33は、本実施形態の状態監視システム1の概略の構成を示す説明図である。本実施形態の状態監視システム1は、サーバー30、HMD50、生体情報検出装置90および端末装置100を含んでいる点で、図21で示した実施の形態3(変形例)の状態監視システム1と共通しているが、HMD50および端末装置100が遠隔作業支援システムとして機能している点で、実施の形態3の状態監視システム1とは異なっている。
Sixth Embodiment
FIG. 33 is an explanatory view showing a schematic configuration of the state monitoring system 1 of the present embodiment. The state monitoring system 1 according to the present embodiment includes the server 30, the HMD 50, the biological information detecting device 90, and the terminal device 100, and the state monitoring system 1 according to the third embodiment (modified example) shown in FIG. Although it is common, it differs from the condition monitoring system 1 of the third embodiment in that the HMD 50 and the terminal device 100 function as a remote work support system.

 遠隔作業支援システムとは、遠隔地からの指示情報をHMD50にて表示して作業者Aに提示することが可能なシステムである。つまり、遠隔作業支援システムでは、遠隔の端末装置100にて作業者Aの作業内容に関する指示(作業情報)を入力してHMD50に送信し、HMD50が上記指示を受信して指示内容を映像で表示する。これにより、表示された指示内容を作業者Aに視認させて、作業の支援を図ることができる。したがって、作業者Aの作業情報が入力される端末装置100、およびその端末装置100から上記作業情報を受信するHMD50は、作業者Aの作業を特定する作業情報を取得する作業情報取得部200を構成していると言える。 The remote work support system is a system capable of displaying instruction information from a remote place on the HMD 50 and presenting it to the worker A. That is, in the remote work support system, an instruction (work information) on the work content of the worker A is input from the remote terminal device 100 and transmitted to the HMD 50, and the HMD 50 receives the instruction and displays the instruction contents as a video Do. As a result, it is possible to make the worker A visually recognize the displayed instruction content and support the work. Therefore, the terminal device 100 to which the work information of the worker A is input and the HMD 50 for receiving the work information from the terminal device 100 can obtain the work information acquisition unit 200 for acquiring the work information specifying the work of the worker A. It can be said that it is composed.

 ここで、図34は、本実施形態のHMD50の主要部の構成を示すブロック図である。本実施形態のHMD50は、図14の構成に加えて、撮像部55をさらに有している。撮像部55は、作業者Aの前方の視界を撮影して画像を取得するブロックであり、撮像レンズ、撮像素子(例えばCCD、CMOS)、フォーカス機構、絞り機構、駆動回路およびA/D変換回路などを含んで構成されている。撮像部55で取得された画像のデータは、通信部53および通信回線を介して端末装置100に送信可能であり、その結果、端末装置100では、表示部101により、上記画像を表示させることが可能である。したがって、本実施形態では、HMD50および端末装置100が双方向に通信可能となっている。 Here, FIG. 34 is a block diagram showing the configuration of the main part of the HMD 50 of the present embodiment. The HMD 50 of the present embodiment further includes an imaging unit 55 in addition to the configuration of FIG. 14. The imaging unit 55 is a block that captures the front view of the worker A to obtain an image, and includes an imaging lens, an imaging device (for example, CCD, CMOS), a focusing mechanism, an aperture mechanism, a drive circuit, and an A / D conversion circuit. And so on. Data of an image acquired by the imaging unit 55 can be transmitted to the terminal device 100 via the communication unit 53 and the communication line, and as a result, in the terminal device 100, the display unit 101 can display the image. It is possible. Therefore, in the present embodiment, the HMD 50 and the terminal device 100 can communicate in both directions.

 このように、HMD50および端末装置100が双方向に通信可能であると、HMD50の撮像部55で取得した画像を、HMD50と端末装置100とで共有することが可能となる。これにより、例えば、作業の管理者等は、端末装置100の表示部101(図22参照)に表示された画像を見ながら、当該画像に対して指示(例えばコネクタAとコネクタBとを接続するなど)を入力し、その指示をHMD50に送信し、上記指示を反映させた画像をHMD50にて表示させて意思疎通を図ることが可能となる。 As described above, when the HMD 50 and the terminal device 100 can communicate bi-directionally, the image acquired by the imaging unit 55 of the HMD 50 can be shared by the HMD 50 and the terminal device 100. Thereby, for example, the manager of the work or the like connects an instruction (for example, connector A and connector B) to the image while viewing the image displayed on the display unit 101 (see FIG. 22) of the terminal device 100. Etc., and transmits the instruction to the HMD 50, and an image reflecting the above instruction can be displayed on the HMD 50 to enable communication.

 なお、本実施形態では、端末装置100としてパーソナルコンピュータを用いるが、スマートフォンやタブレットなどの他の携帯情報端末を用いても構わない。 In the present embodiment, a personal computer is used as the terminal device 100, but another portable information terminal such as a smartphone or a tablet may be used.

 図35は、本実施形態の状態監視システム1における処理の大まかな流れを示す説明図である。まず、遠隔地にある端末装置100の入力部102(図22参照)にて、作業指示を入力し、HMD50に送信する(#61)。HMD50では、上記作業指示を受信すると(#62)、表示素子51に上記作業指示の内容を表示させ(#63)、作業者Aに映像で提示するとともに、その指示内容をサーバー30に送信する(#64)。なお、上記の#61~#62の処理は、作業者Aの作業を特定する情報(指示内容)を作業情報として取得する作業情報取得工程に対応する。 FIG. 35 is an explanatory view showing a rough flow of processing in the state monitoring system 1 of the present embodiment. First, a work instruction is input at the input unit 102 (see FIG. 22) of the terminal device 100 located at a remote place, and transmitted to the HMD 50 (# 61). In the HMD 50, when the work instruction is received (# 62), the content of the work instruction is displayed on the display element 51 (# 63), and it is presented to the worker A as a video, and the instruction content is transmitted to the server 30. (# 64). The above-described processes of # 61 to # 62 correspond to a work information acquisition step of acquiring information (instruction content) specifying the work of the worker A as the work information.

 一方、作業者Aの作業中の脳電位は、生体情報検出装置90の脳電位センサ91aで検出され、取得されている(#65;生体情報検出工程)。作業者Aの脳電位のデータは、サーバー30に送信され(#66)、サーバー30にて実施の形態3と同様の処理が行われる。すなわち、生体情報検出装置90から送信された脳電位のデータをサーバー30が受信すると(#67)、生体指標取得部33cは、上記データに基づき、生体指標としてα波値/β波値を算出し、取得する(#68;生体指標取得工程)。そして、制御部33(例えば全体制御部33a)は、#64にてHMD50から送信された作業の指示内容と、#68で取得された生体指標(α波値/β波値)とを関連付けて作業情報/生体指標記憶部31bに記憶させる(#69;記憶工程)。 On the other hand, the brain potential during the work of the worker A is detected and obtained by the brain potential sensor 91a of the biological information detecting device 90 (# 65; biological information detecting step). The data of the brain potential of the worker A is transmitted to the server 30 (# 66), and the server 30 performs the same process as in the third embodiment. That is, when the server 30 receives data of brain potentials transmitted from the biological information detection apparatus 90 (# 67), the biological index acquisition unit 33c calculates α wave value / β wave value as a biological index based on the above data And acquire (# 68; biomarker acquisition step). Then, the control unit 33 (for example, the overall control unit 33a) associates the instruction content of the work transmitted from the HMD 50 in # 64 with the biological index (α wave value / β wave value) acquired in # 68. The task information / biometric index storage unit 31b is stored (# 69; storage step).

 以上のように、本実施形態の状態監視システム1では、HMD50は、端末装置100によって入力された指示内容を作業情報として取得し、作業者Aに映像で提示することによって作業支援を行う。これにより、作業者Aは、遠隔地からの指示に基づいて作業を適切に行うことができる。また、作業情報取得工程は、端末装置100によって入力された指示内容を作業情報としてHMD50にて取得する指示内容取得工程(#62)を含む。そして、本実施形態の状態監視システム1は、指示内容取得工程によって取得した指示内容を、HMD50によって作業者Aに映像で提示する指示内容表示工程(#63)をさらに含む。これにより、上記と同様の効果を得ることができる。 As described above, in the state monitoring system 1 according to the present embodiment, the HMD 50 performs the work support by acquiring the instruction content input by the terminal device 100 as the work information and presenting the same to the worker A as a video. Thereby, the worker A can appropriately perform the operation based on the instruction from the remote place. In addition, the work information acquisition process includes an instruction content acquisition process (# 62) of acquiring the instruction content input by the terminal device 100 as operation information by the HMD 50. Then, the state monitoring system 1 of the present embodiment further includes an instruction content display step (# 63) for presenting the instruction content acquired in the instruction content acquisition step to the worker A in the form of a video by the HMD 50. Thereby, the same effect as the above can be obtained.

 また、遠隔地からの指示に基づいて作業を行う場合、遠隔地から指示される内容は、その場の状況などに応じて変わる非定常な作業であることが多い。例えば、開発段階にある製品の製造など、試行錯誤を繰り返しながら製品を製造する作業は、上記の非定常的な作業に相当する。開発段階から本格的に製品を大量生産する段階に移る場合、上記の非定常的であった作業をマニュアル化して、誰でもできるような定常的な作業に落とし込むことが必要となる。そのような場合でも、本実施形態では、上述の処理により、非定常的であった作業の快適さを「見える化」できるため、必要に応じて作業の快適さを改善した上で、非定常的であった作業を定常的な作業に落とし込むことができる。 In addition, when performing work based on an instruction from a remote place, the contents instructed from the remote place are often non-stationary work that changes according to the situation of the place. For example, the operation of manufacturing a product while repeating trial and error, such as the manufacture of a product in a development stage, corresponds to the above-mentioned unsteady operation. When moving from the development stage to the stage of mass-producing products in full scale, it is necessary to make the above unsteady work into a manual and drop it into a steady work that anyone can do. Even in such a case, in the present embodiment, since the above-mentioned processing can “visualize” the comfort of work that was non-stationary, it improves the comfort of work as needed, and Work that was targeted can be dropped into routine work.

 〔その他〕
 以上で説明した各実施の形態の構成を適宜組み合わせて状態監視システムを構成することも可能である。例えば、いずれかの実施の形態で用いた生体情報検出装置と、いずれかの実施の形態で用いた作業情報取得部とを組み合わせて状態監視システムを構成することも可能である。
[Others]
It is also possible to configure the state monitoring system by appropriately combining the configurations of the embodiments described above. For example, it is also possible to configure a state monitoring system by combining the biological information detection device used in any of the embodiments and the work information acquisition unit used in any of the embodiments.

 また、実施の形態3で示したように、端末装置100からHMD50に対してリフレッシュ指示を行う構成を他の実施の形態に適用したり、実施の形態4のバーコードリーダー120を用いて作業者を特定する構成を他の実施の形態に適用したり、実施の形態5で示した生体指標の集計および出力に関する構成を他の実施の形態に適用することも勿論可能である。 Further, as described in the third embodiment, the configuration in which the terminal device 100 issues a refresh instruction to the HMD 50 is applied to another embodiment, or the worker using the barcode reader 120 of the fourth embodiment. It is of course possible to apply the configuration to specify the above to the other embodiments, or to apply the configuration concerning aggregation and output of the biomarkers shown in the fifth embodiment to the other embodiments.

 また、生体情報検出部は、上述した心拍センサ、眼電位センサ、脳電位センサには限定されず、疲れや集中力を判断するための生体指標を取得できるような生体情報を検出するセンサを用いればよい。 In addition, the biological information detection unit is not limited to the heartbeat sensor, the electro-oculography sensor, or the brain potential sensor described above, and a sensor for detecting the bio-information that can acquire a bio-indicator for determining fatigue or concentration is used. Just do it.

 以上で説明した各実施の形態の状態監視システムおよび状態監視方法は、以下のように表現されてもよい。 The state monitoring system and the state monitoring method of each embodiment described above may be expressed as follows.

 すなわち、以上で説明した状態監視システムは、作業現場で作業を行う作業者の状態を監視する状態監視システムであって、前記作業者が前記作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得部と、前記作業者の前記作業に伴って変化する生体情報を検出する生体情報検出部と、前記生体情報に基づいて、前記作業者の状態を判断するための指標となる生体指標を取得する生体指標取得部と、前記作業情報と前記生体指標とを関連付けて記憶する作業情報/生体指標記憶部とを備えている。 That is, the state monitoring system described above is a state monitoring system that monitors the state of a worker who works at a work site, and uses information specifying the work performed by the worker at the work site as work information It becomes an index for judging the state of the worker based on the work information acquisition unit to be acquired, the living body information detection unit for detecting the living body information which changes along with the work of the worker, and the living body information A biometric index acquiring unit that acquires a biometric index, and a work information / bioindex storage unit that associates and stores the work information and the biometric index.

 前記生体情報検出部は、心拍センサ、眼電位センサ、脳電位センサのいずれかであってもよい。 The biological information detection unit may be any of a heart rate sensor, an electro-oculogram sensor, and a brain-potential sensor.

 前記生体指標は、前記作業者の疲労または集中力を判断するための指標であってもよい。 The biometric index may be an index for determining fatigue or concentration of the worker.

 前記生体情報検出部は、心拍センサであり、前記生体指標は、前記心拍センサによって検出される心拍数に基づいて得られる副交感神経活性度、または前記副交感神経活性度と基準値との比であってもよい。 The biological information detection unit is a heart rate sensor, and the biological index is a parasympathetic nerve activity obtained based on a heart rate detected by the heart rate sensor, or a ratio of the parasympathetic nerve activity to a reference value May be

 前記生体情報検出部は、眼電位センサであり、前記生体指標は、前記眼電位センサによって検出される、単位時間あたりのまばたき回数、または前記まばたき回数と基準値との比であってもよい。 The biological information detection unit may be an electro-oculogram sensor, and the bio-index may be the number of blinks per unit time detected by the electro-oculogram sensor or a ratio of the number of blinks to a reference value.

 前記生体情報検出部は、脳電位センサであり、前記生体指標は、前記脳電位センサによって検出される脳電位に基づいて得られるα波値とβ波値との比、または前記比の値と基準値との比であってもよい。 The biological information detection unit is a brain potential sensor, and the biological index is a ratio of an alpha wave value to a beta wave value obtained based on a brain potential detected by the brain potential sensor, or a value of the ratio It may be a ratio to a reference value.

 前記作業情報取得部は、前記作業者の前記作業を撮影して画像を取得する撮像部と、前記画像と、前記作業の手順を示す電子データとに基づいて、前記作業の作業名を特定し、前記作業名を前記作業情報として取得する特定処理部とを有していてもよい。 The work information acquisition unit identifies a work name of the work based on an imaging unit that captures the work of the worker and acquires an image, the image, and electronic data indicating a procedure of the work. The information processing apparatus may further include a specific processing unit that acquires the work name as the work information.

 前記作業情報取得部は、前記作業者に提示する作業内容および前記作業内容に対応する作業名を前記作業情報として予め取得しているとともに、前記作業内容を前記作業者に映像で順次提示する頭部装着型映像表示装置で構成されていてもよい。 The work information acquisition unit previously acquires, as the work information, the work content to be presented to the worker and the work name corresponding to the work content, and the head sequentially presents the work content to the worker by video. It may be configured of a part-mounted image display device.

 前記作業情報取得部は、頭部装着型映像表示装置と、前記頭部装着型映像表示装置と通信可能な外部端末装置とを含み、前記頭部装着型映像表示装置は、前記外部端末装置によって入力された指示内容を前記作業情報として取得し、前記作業者に映像で提示してもよい。 The work information acquisition unit includes a head-mounted image display device and an external terminal device capable of communicating with the head-mounted image display device, and the head-mounted image display device includes the external terminal device. The input instruction content may be acquired as the work information, and may be presented as a video to the worker.

 上記の状態監視システムは、前記作業者の識別情報を読み取ることによって、前記作業者を特定する作業者特定部をさらに備え、前記作業情報/生体指標記憶部は、前記作業者特定部によって特定された前記作業者の情報と、前記作業情報と、前記生体指標とを関連付けて記憶してもよい。 The above-mentioned state monitoring system further includes a worker specifying unit for specifying the worker by reading the worker identification information, and the work information / biometric index storage unit is specified by the worker specifying unit. The information on the worker, the work information, and the biometric index may be stored in association with each other.

 前記作業者特定部は、前記作業者ごとに割り当てられた、前記識別情報としてのバーコード情報を読み取ることによって、前記作業者を特定してもよい。 The worker identification unit may identify the worker by reading bar code information as the identification information assigned to each worker.

 上記の状態監視システムは、前記作業情報/生体指標記憶部に記憶された情報を定期的に、または設定された期間で集計する集計処理部と、前記集計処理部によって集計された結果を出力する出力部とをさらに備えていてもよい。 The state monitoring system described above outputs an aggregation processing unit that aggregates information stored in the work information / biometric index storage unit periodically or in a set period, and the result of aggregation by the aggregation processing unit. And an output unit.

 上記の状態監視システムは、前記生体指標と、予め設定された前記作業ごとの閾値に基づいて決まる許容範囲とを比較し、前記生体指標が前記許容範囲外である場合に、前記作業者にリフレッシュを促す表示を指示する指示情報を出力する比較処理部と、前記指示情報に基づいて、前記作業者にリフレッシュを促す表示を行う表示ユニットとを備えていてもよい。 The condition monitoring system described above compares the biometric index with an allowable range determined based on a preset threshold value for each operation, and refreshes the worker when the biometric index is out of the allowable range. And a display unit for performing a display for prompting the worker to refresh based on the instruction information.

 上記の状態監視システムは、前記生体指標と、予め設定された前記作業者ごとの閾値に基づいて決まる許容範囲とを比較し、前記生体指標が前記許容範囲外である場合に、前記作業者にリフレッシュを促す表示を指示する指示情報を出力する比較処理部と、前記指示情報に基づいて、前記作業者にリフレッシュを促す表示を行う表示ユニットとを備えていてもよい。 The condition monitoring system described above compares the biometric indicator with a tolerance determined based on a preset threshold value for each worker, and when the biometric indicator is out of the tolerance, the operator The display device may include a comparison processing unit that outputs instruction information for instructing a display prompting for refreshing, and a display unit for performing a display for prompting the worker to refresh based on the instruction information.

 前記表示ユニットは、前記作業者の頭部に装着される頭部装着型映像表示装置であってもよい。 The display unit may be a head mounted image display device mounted on the head of the worker.

 また、以上で説明した状態監視方法は、作業現場で作業を行う作業者の状態を監視する状態監視方法であって、前記作業者が前記作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得工程と、前記作業者の前記作業に伴って変化する生体情報を検出する生体情報検出工程と、前記生体情報に基づいて、前記作業者の状態を判断するための指標となる生体指標を取得する生体指標取得工程と、前記作業情報と前記生体指標とを関連付けて記憶する記憶工程とを含む。 The state monitoring method described above is a state monitoring method for monitoring the state of a worker who performs work at a work site, and information specifying the work performed by the worker at the work site is used as the work information. It becomes an index for judging the state of the worker based on the work information acquisition process to acquire, the living body information detection process of detecting the living body information which changes along with the work of the worker, and the living body information It includes a biometric index acquisition step of acquiring a biomarker, and a storage step of associating and storing the work information and the biometric index.

 上記の状態監視方法は、前記作業者の前記作業を撮影して画像を取得する撮像工程をさらに含み、前記作業情報取得工程では、前記画像と、前記作業の手順を示す電子データとに基づいて、前記作業の作業名を特定し、前記作業名を前記作業情報として取得してもよい。 The above state monitoring method further includes an imaging step of capturing the work of the worker and acquiring an image, and in the work information acquisition step, based on the image and electronic data indicating a procedure of the work. The work name of the work may be specified, and the work name may be acquired as the work information.

 上記の状態監視方法は、前記作業者に提示する作業内容および前記作業内容に対応する作業名を前記作業情報として予め取得している頭部装着型映像表示装置によって、前記作業内容を前記作業者に映像で順次提示する作業内容表示工程と、前記作業情報を前記頭部装着型映像表示装置から出力する出力工程とをさらに含み、前記記憶工程では、前記頭部装着型映像表示装置から出力される前記作業情報を、前記生体指標と関連付けて記憶してもよい。 The state monitoring method described above includes the task contents shown by the head-mounted type video display device which acquires in advance the task content to be presented to the worker and the task name corresponding to the task content as the task information. And the output step of outputting the work information from the head-mounted image display device, and the storage step outputs the information from the head-mounted image display device. The task information may be stored in association with the biometric index.

 前記作業情報取得工程は、外部端末装置によって入力された指示内容を前記作業情報として頭部装着型映像表示装置にて取得する指示内容取得工程をさらに含み、該状態監視方法は、前記指示内容取得工程によって取得した前記指示内容を、前記頭部装着型映像表示装置によって前記作業者に映像で提示する指示内容表示工程をさらに含んでいてもよい。 The work information acquisition process further includes an instruction contents acquisition process of acquiring, as the work information, the instruction content input by the external terminal apparatus by the head mounted video display apparatus, the state monitoring method includes the instruction content acquisition The method may further include an instruction content display step of presenting the instruction content acquired in a step to the operator in the form of a video by the head mounted video display device.

 上記の状態監視方法は、前記作業者の識別情報を読み取ることによって、前記作業者を特定する作業者特定工程をさらに含み、前記記憶工程では、前記作業者特定工程で特定された前記作業者の情報と、前記作業情報と、前記生体指標とを関連付けて記憶してもよい。 The above state monitoring method further includes a worker identification step of identifying the worker by reading the identification information of the worker, and in the storage step, the worker identification process identified in the worker identification step Information, the work information, and the biometric index may be associated and stored.

 以上、本発明の実施形態について説明したが、本発明の範囲はこれに限定されるものではなく、発明の主旨を逸脱しない範囲で拡張または変更して実施することができる。 As mentioned above, although embodiment of this invention was described, the scope of the present invention is not limited to this, and it can extend or change and carry out within the range which does not deviate from the main point of invention.

 本発明は、例えば作業現場で作業を行う作業者の状態を監視する状態監視システムおよび状態監視方法に利用可能である。 The present invention can be used, for example, in a state monitoring system and a state monitoring method for monitoring the state of a worker who works at a work site.

   1   状態監視システム
  11   撮像部(作業情報取得部)
  21   生体情報検出部
  21a  心拍センサ
  31b  作業情報/生体指標記憶部
  33b  特定処理部(作業情報取得部)
  33c  生体指標取得部
  34   作業情報取得部
  41   生体情報検出部
  41a  眼電位センサ
  50   HMD(頭部搭載型映像表示装置、表示ユニット)
  50a  作業情報取得部
  91   生体情報検出部
  91a  脳電位センサ
 100   端末装置(外部端末装置)
 105b  比較処理部
 105c  集計処理部
 120   バーコードリーダー(作業者特定部)
 130   プリンタ(出力部)
 200   作業情報取得部
1 Condition Monitoring System 11 Imaging Unit (Work Information Acquisition Unit)
21 biometric information detection unit 21a heart rate sensor 31b work information / biometric index storage unit 33b specific processing unit (work information acquisition unit)
33c biometric index acquisition unit 34 work information acquisition unit 41 biometric information detection unit 41a electrooculogram sensor 50 HMD (head mounted image display device, display unit)
50a Work Information Acquisition Unit 91 Biological Information Detection Unit 91a Brain Potential Sensor 100 Terminal Device (External Terminal Device)
105b comparison processing unit 105c tabulation processing unit 120 bar code reader (worker identification unit)
130 Printer (output unit)
200 Work Information Acquisition Department

Claims (20)

 作業現場で作業を行う作業者の状態を監視する状態監視システムであって、
 前記作業者が前記作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得部と、
 前記作業者の前記作業に伴って変化する生体情報を検出する生体情報検出部と、
 前記生体情報に基づいて、前記作業者の状態を判断するための指標となる生体指標を取得する生体指標取得部と、
 前記作業情報と前記生体指標とを関連付けて記憶する作業情報/生体指標記憶部とを備えている、状態監視システム。
A condition monitoring system for monitoring the condition of a worker who works at a work site, comprising:
A work information acquisition unit which acquires, as work information, information specifying the work performed by the worker at the work site;
A biological information detection unit that detects biological information that changes as the worker performs the work;
A biometric index acquisition unit that acquires a biometric index that is an index for determining the state of the worker based on the biological information;
A state monitoring system, comprising: work information / biometric index storage unit that associates and stores the work information and the biometric index.
 前記生体情報検出部は、心拍センサ、眼電位センサ、脳電位センサのいずれかである、請求項1に記載の状態監視システム。 The state monitoring system according to claim 1, wherein the biological information detection unit is any one of a heart rate sensor, an electro-oculography sensor, and a brain-potential sensor.  前記生体指標は、前記作業者の疲労または集中力を判断するための指標である、請求項1または2に記載の状態監視システム。 The condition monitoring system according to claim 1, wherein the biological index is an index for determining fatigue or concentration of the worker.  前記生体情報検出部は、心拍センサであり、
 前記生体指標は、前記心拍センサによって検出される心拍数に基づいて得られる副交感神経活性度、または前記副交感神経活性度と基準値との比である、請求項1に記載の状態監視システム。
The biological information detection unit is a heart rate sensor,
The condition monitoring system according to claim 1, wherein the vital sign is a parasympathetic nerve activity obtained based on a heart rate detected by the heart rate sensor, or a ratio of the parasympathetic nerve activity to a reference value.
 前記生体情報検出部は、眼電位センサであり、
 前記生体指標は、前記眼電位センサによって検出される、単位時間あたりのまばたき回数、または前記まばたき回数と基準値との比である、請求項1に記載の状態監視システム。
The biological information detection unit is an electro-oculogram sensor,
The condition monitoring system according to claim 1, wherein the biological index is the number of blinks per unit time or the ratio of the number of blinks to a reference value detected by the electro-oculography sensor.
 前記生体情報検出部は、脳電位センサであり、
 前記生体指標は、前記脳電位センサによって検出される脳電位に基づいて得られるα波値とβ波値との比、または前記比の値と基準値との比である、請求項1に記載の状態監視システム。
The biological information detection unit is a brain potential sensor,
The said biological index is a ratio of an alpha wave value to a beta wave value obtained based on a brain potential detected by the brain potential sensor, or a ratio of the value of the ratio to a reference value. Condition monitoring system.
 前記作業情報取得部は、
 前記作業者の前記作業を撮影して画像を取得する撮像部と、
 前記画像と、前記作業の手順を示す電子データとに基づいて、前記作業の作業名を特定し、前記作業名を前記作業情報として取得する特定処理部とを有している、請求項1から6のいずれかに記載の状態監視システム。
The work information acquisition unit
An imaging unit that captures the work of the worker and acquires an image;
The image processing system according to claim 1, further comprising: an identification processing unit that identifies an operation name of the operation based on the image and electronic data indicating the procedure of the operation, and acquires the operation name as the operation information. The condition monitoring system according to any one of 6.
 前記作業情報取得部は、前記作業者に提示する作業内容および前記作業内容に対応する作業名を前記作業情報として予め取得しているとともに、前記作業内容を前記作業者に映像で順次提示する頭部装着型映像表示装置で構成されている、請求項1から6のいずれかに記載の状態監視システム。 The work information acquisition unit previously acquires, as the work information, the work content to be presented to the worker and the work name corresponding to the work content, and the head sequentially presents the work content to the worker by video. The state monitoring system according to any one of claims 1 to 6, wherein the state monitoring system comprises a part-mounted type video display device.  前記作業情報取得部は、
 頭部装着型映像表示装置と、
 前記頭部装着型映像表示装置と通信可能な外部端末装置とを含み、
 前記頭部装着型映像表示装置は、前記外部端末装置によって入力された指示内容を前記作業情報として取得し、前記作業者に映像で提示する、請求項1から6のいずれかに記載の状態監視システム。
The work information acquisition unit
A head-mounted image display device,
An external terminal device capable of communicating with the head mounted image display device;
The state monitoring according to any one of claims 1 to 6, wherein the head-mounted image display device acquires an instruction content input by the external terminal device as the work information, and presents the content as an image to the worker. system.
 前記作業者の識別情報を読み取ることによって、前記作業者を特定する作業者特定部をさらに備え、
 前記作業情報/生体指標記憶部は、前記作業者特定部によって特定された前記作業者の情報と、前記作業情報と、前記生体指標とを関連付けて記憶する、請求項1から9のいずれかに記載の状態監視システム。
The system further includes a worker identification unit that identifies the worker by reading the worker identification information.
The work information / biometric index storage unit associates and stores the information of the worker specified by the worker identification unit, the work information, and the biometric index. State monitoring system as described.
 前記作業者特定部は、前記作業者ごとに割り当てられた、前記識別情報としてのバーコード情報を読み取ることによって、前記作業者を特定する、請求項10に記載の状態監視システム。 The condition monitoring system according to claim 10, wherein the worker specifying unit specifies the worker by reading bar code information as the identification information assigned to each worker.  前記作業情報/生体指標記憶部に記憶された情報を定期的に、または設定された期間で集計する集計処理部と、
 前記集計処理部によって集計された結果を出力する出力部とをさらに備えている、請求項1から11のいずれかに記載の状態監視システム。
An aggregation processing unit that aggregates information stored in the work information / biometric index storage unit periodically or in a set period;
The state monitoring system according to any one of claims 1 to 11, further comprising: an output unit configured to output the results aggregated by the aggregation processing unit.
 前記生体指標と、予め設定された前記作業ごとの閾値に基づいて決まる許容範囲とを比較し、前記生体指標が前記許容範囲外である場合に、前記作業者にリフレッシュを促す表示を指示する指示情報を出力する比較処理部と、
 前記指示情報に基づいて、前記作業者にリフレッシュを促す表示を行う表示ユニットとを備えている、請求項1から12のいずれかに記載の状態監視システム。
An instruction to compare the biometric index with an allowable range determined based on a preset threshold value for each operation, and to instruct a display prompting the operator to refresh when the biometric index is out of the allowable range A comparison processing unit that outputs information;
The state monitoring system according to any one of claims 1 to 12, further comprising: a display unit that performs a display for prompting the worker to refresh based on the instruction information.
 前記生体指標と、予め設定された前記作業者ごとの閾値に基づいて決まる許容範囲とを比較し、前記生体指標が前記許容範囲外である場合に、前記作業者にリフレッシュを促す表示を指示する指示情報を出力する比較処理部と、
 前記指示情報に基づいて、前記作業者にリフレッシュを促す表示を行う表示ユニットとを備えている、請求項10または11に記載の状態監視システム。
The biometric index is compared with an allowable range determined based on a preset threshold value for each worker, and when the biometric index is out of the allowable range, a display prompting the worker to refresh is instructed. A comparison processing unit that outputs instruction information;
12. The state monitoring system according to claim 10, further comprising: a display unit that performs a display for prompting the worker to refresh based on the instruction information.
 前記表示ユニットは、前記作業者の頭部に装着される頭部装着型映像表示装置である、請求項13または14に記載の状態監視システム。 The condition monitoring system according to claim 13, wherein the display unit is a head mounted image display device mounted on a head of the worker.  作業現場で作業を行う作業者の状態を監視する状態監視方法であって、
 前記作業者が前記作業現場で行う作業を特定する情報を、作業情報として取得する作業情報取得工程と、
 前記作業者の前記作業に伴って変化する生体情報を検出する生体情報検出工程と、
 前記生体情報に基づいて、前記作業者の状態を判断するための指標となる生体指標を取得する生体指標取得工程と、
 前記作業情報と前記生体指標とを関連付けて記憶する記憶工程とを含む、状態監視方法。
A state monitoring method for monitoring the state of a worker who works at a work site, comprising:
A work information acquisition step of acquiring, as work information, information specifying the work performed by the worker at the work site;
A biological information detection step of detecting biological information that changes along with the work of the worker;
A biometric index acquisition step of acquiring a biometric index that is an index for determining the state of the worker based on the biological information;
A state monitoring method, including a storage step of associating and storing the work information and the biometric index.
 前記作業者の前記作業を撮影して画像を取得する撮像工程をさらに含み、
 前記作業情報取得工程では、前記画像と、前記作業の手順を示す電子データとに基づいて、前記作業の作業名を特定し、前記作業名を前記作業情報として取得する、請求項16に記載の状態監視方法。
The method further includes an imaging step of capturing the work of the worker and acquiring an image;
The work information acquisition step specifies a work name of the work based on the image and electronic data indicating the procedure of the work, and acquires the work name as the work information. State monitoring method.
 前記作業者に提示する作業内容および前記作業内容に対応する作業名を前記作業情報として予め取得している頭部装着型映像表示装置によって、前記作業内容を前記作業者に映像で順次提示する作業内容表示工程と、
 前記作業情報を前記頭部装着型映像表示装置から出力する出力工程とをさらに含み、
 前記記憶工程では、前記頭部装着型映像表示装置から出力される前記作業情報を、前記生体指標と関連付けて記憶する、請求項16に記載の状態監視方法。
An operation of sequentially presenting the work content to the worker in the form of a video by the head-mounted image display device which acquires in advance the task content to be presented to the worker and a task name corresponding to the task content as the task information Content display process,
Further including an output step of outputting the work information from the head mounted image display device;
The state monitoring method according to claim 16, wherein, in the storage step, the work information output from the head-mounted image display device is stored in association with the biometric index.
 前記作業情報取得工程は、外部端末装置によって入力された指示内容を前記作業情報として頭部装着型映像表示装置にて取得する指示内容取得工程をさらに含み、
 該状態監視方法は、前記指示内容取得工程によって取得した前記指示内容を、前記頭部装着型映像表示装置によって前記作業者に映像で提示する指示内容表示工程をさらに含む、請求項16に記載の状態監視方法。
The work information acquisition step further includes an instruction content acquisition step of acquiring the instruction content input by the external terminal device as the operation information by the head mounted video display device.
17. The method according to claim 16, wherein the state monitoring method further includes an instruction content display step of presenting the instruction content acquired in the instruction content acquisition step to the operator as a video by the head mounted video display device. State monitoring method.
 前記作業者の識別情報を読み取ることによって、前記作業者を特定する作業者特定工程をさらに含み、
 前記記憶工程では、前記作業者特定工程で特定された前記作業者の情報と、前記作業情報と、前記生体指標とを関連付けて記憶する、請求項16から19のいずれかに記載の状態監視方法。
The method further includes a worker specifying step of specifying the worker by reading the worker identification information.
The state monitoring method according to any one of claims 16 to 19, wherein, in the storing step, the information of the worker specified in the worker specifying step, the work information, and the biometric index are stored in association with each other. .
PCT/JP2018/027451 2017-09-05 2018-07-23 Condition monitoring system and method Ceased WO2019049529A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
JP2017170319 2017-09-05
JP2017-170319 2017-09-05

Publications (1)

Publication Number Publication Date
WO2019049529A1 true WO2019049529A1 (en) 2019-03-14

Family

ID=65633983

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/JP2018/027451 Ceased WO2019049529A1 (en) 2017-09-05 2018-07-23 Condition monitoring system and method

Country Status (1)

Country Link
WO (1) WO2019049529A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020261613A1 (en) * 2019-06-25 2020-12-30 株式会社疲労科学研究所 Information processing device, information processing method, and program

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006201866A (en) * 2005-01-18 2006-08-03 Ricoh Co Ltd Work instruction system
WO2010052899A1 (en) * 2008-11-05 2010-05-14 本田技研工業株式会社 Work load-leveling method and work load-leveling support device
JP2014106888A (en) * 2012-11-29 2014-06-09 Brother Ind Ltd Work assistance system, and program
JP2017068428A (en) * 2015-09-29 2017-04-06 富士重工業株式会社 Work load evaluation device, work load evaluation method
JP2017151890A (en) * 2016-02-26 2017-08-31 ニチユ三菱フォークリフト株式会社 Cargo handling vehicle calling device, cargo handling vehicle system, cargo handling vehicle calling method, and control program for cargo handling vehicle calling device

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006201866A (en) * 2005-01-18 2006-08-03 Ricoh Co Ltd Work instruction system
WO2010052899A1 (en) * 2008-11-05 2010-05-14 本田技研工業株式会社 Work load-leveling method and work load-leveling support device
JP2014106888A (en) * 2012-11-29 2014-06-09 Brother Ind Ltd Work assistance system, and program
JP2017068428A (en) * 2015-09-29 2017-04-06 富士重工業株式会社 Work load evaluation device, work load evaluation method
JP2017151890A (en) * 2016-02-26 2017-08-31 ニチユ三菱フォークリフト株式会社 Cargo handling vehicle calling device, cargo handling vehicle system, cargo handling vehicle calling method, and control program for cargo handling vehicle calling device

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2020261613A1 (en) * 2019-06-25 2020-12-30 株式会社疲労科学研究所 Information processing device, information processing method, and program
CN113438926A (en) * 2019-06-25 2021-09-24 疲劳科学研究(广州)有限公司 Information processing device, information processing method and system

Similar Documents

Publication Publication Date Title
US9507974B1 (en) Indicia-reading systems having an interface with a user&#39;s nervous system
US11000221B2 (en) Program and system for early detection and prevention of mild dementia
US20230404471A1 (en) Eeg recording and analysis
US20200297206A1 (en) System for assessing a health condition of a user
US11179093B2 (en) Apparatus and method for evaluating cognitive function
CN109715046A (en) Ophthalmic measurement device and ophthalmic measurement system
CN107847130A (en) Eyeball observation device, glasses type terminal, method for detecting sight line and program
WO2022159628A1 (en) Headset integrated into healthcare platform
CN105579884A (en) Method and glasses for determining the middle point of the pupils of two human eyes
US20100270372A1 (en) Work-condition management system for preventing industrial accidents
Kowalczyk et al. Blink and wink detection as a control tool in multimodal interaction
US9924861B2 (en) System and methods for assessing vision using a computing device
KR20130061573A (en) System and method for administering a visual acuity test using display of vehicle
WO2019049529A1 (en) Condition monitoring system and method
JP6451434B2 (en) Monitoring system
RU2729713C1 (en) Measuring terminal for remote monitoring of railway transport workers
WO2010115870A1 (en) Optometric testing system
US11375828B2 (en) Display device for a decorative object
CN117295995A (en) Fit detection system for head-worn devices
JP2019215631A (en) Work identification system, machine learning method in work identification system, program, recording medium, and work identification method
JP5555073B2 (en) Beauty support device and beauty counseling method
JP2007050144A (en) Autonomic nerve activity evaluation device
WO2024227576A1 (en) Calculation module configured to evaluate visual and postural ergonomics
CN118975773A (en) Vision detection image display method, vision detection device and storage medium
Oehme et al. Comparison between the strain indicator HRV of a head-based virtual retinal display and LC-head mounted displays for augmented reality

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 18854632

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 18854632

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: JP