LU601976B1 - A system for managing operational personnel on a construction site for a new energy project - Google Patents

Abstract

The present invention provides a system for controlling operating personnel on a construction site for a new energy project. This system relates to the technical field of personnel control and comprises a personnel positioning module for acquiring real-time position data of the operating personnel; an electronic fence generation module for creating an electronic perimeter within the site based on information about the operating personnel, wherein the information about the operating personnel includes real-time position data; a module for monitoring unsafe behavior for detecting unsafe behavior based on the real-time position data and the electronic fence; and a safety awareness module for raising awareness based on the results of identifying unsafe behavior. The present invention has the advantage of enabling intelligent and reliable control of the operating personnel.

Description

A system for managing operational personnel on a construction site for a new LU601976

Energy project

Technical area

The present invention relates to the technical field of workforce control and in particular to a system for controlling the operating personnel on a construction site for a new energy project.

Technology in the background

When operating new energy projects on site, precise control of the operating personnel is essential due to the complex operating environment, the numerous facilities involved, and the high...

The mobility of staff and other factors is associated with many challenges.

Traditional management methods often rely on manual inspections,

Paper records and other means make it difficult to determine the location, the

Accurately recording the behavioral status and operational safety of personnel in real time leads to frequent safety accidents and low operational efficiency. On large construction sites

In wind farms, for example, construction personnel are widely dispersed, and it is difficult for those in charge to recognize in time if someone is entering the dangerous area in violation of the regulations.

law enters or operates the equipment in accordance with standards; in the operation and

During the maintenance phase of photovoltaic power plants, it is difficult to determine the path of operation and

To effectively track maintenance personnel and the details of operations, which is important for the

Troubleshooting and determining responsibilities is unfavorable.

Therefore, there is an urgent need for an intelligent on-site control system to address this.

Solving problems.

Content of the invention

The purpose of the present invention is to provide a system for controlling the operating personnel on a construction site for a new energy project, enabling intelligent and reliable control of the operators.

The present invention is achieved by the following technical solution:

A system for managing operational personnel on a construction site for a new

Energy project, comprehensive:

A personnel positioning module for obtaining real-time position data of the

Operating personnel;

An electronic fence generation module for generating an electronic fence within a company premises based on information about the operating personnel, wherein the information about the operating personnel includes real-time position data;

A module for monitoring unsafe behavior to identify unsafe behavior based on real-time location data and the electronic fence;

A module to raise safety awareness by conducting a safety reminder based on the results of identifying unsafe behavior.

Preferably, the method for generating an electronic fence within a company premises consists of:

Distributing an electronic information card to each operator separately, the electronic information card storing information about the operator's working time, information about the type of work, and information about the tasks assigned daily;

Perform the following steps for each workplace category:

Obtaining all electronic information cards in a theoretical work area of the aforementioned occupational category and reading the information; LU601976

Setting up an electronic fence for an operator within the work area based on information from electronic information cards.

Preferably, the method for setting up an electronic fence for a

Workers within the work area based on the information from the electronic

Information card included:

Determining a theoretical work area SP* for the specified work type;

Determining a suitable personal work area based on the

Information about the daily tasks assigned to each worker;

Determining a hazard level L for the type of work, whereby a higher

The level of hazard represents a greater danger;

Determine the average daily operating hours T in hours of the operators in the operating area; and

Determine when the hazard class L of the work type is no greater than a predetermined value.

Danger threshold Len and when the average daily operating time 7° is not greater than a predetermined time threshold type; if both assessment results are "yes", extension of the theoretical working range

SPA based on hazard class L of the type of work and the average daily

Working time T to obtain an electronic fence for all operators within the work area;

If the result of both assessments is not "yes", expansion of the individual

Operating area based on hazard class L and the average daily

Operating hours T of the work type to obtain an electronic fence for each individual operator.

Preferably, the method for inflating the theoretical working area S ba on the basis of the hazard class L and the average daily operating hours T of the said type of work is as follows:

Determining the geometric center cP& of the theoretical operating range SP:

Determining a first expansion multiplier M:

Lep-L Tepn-T m= > + Ca + proc;

a>1b>1; LU601976 where @ and b are empirical constants, Lymin is the minimum of all hazard classes and Tj is the number of operating hours specified for the minimum day;

Fine M-fold expansion of the theoretical operating range S ba with geometric

Center c?* is being implemented to obtain an electronic fence for all operators.

Preferably, the individual operating areas are inflated to provide an electronic

Fence to be provided separately for each operator:

Determination of the geometric center C bar of the personal work area;

Determining a second expansion multiplier mM’: 1 Lmax—Lep Tmax- Ten m’ = + [a ben +p T-Tth |]; where Lynax is the maximum of all hazard classes and Tymax is the time span specified in the maximum daily operating hours;

The electronic fence corresponding to the operator is obtained by zooming M'-fold with the geometric center € ba' as the reference of the individual operating area.

Preferably, the method for identifying unsafe behavior on the

Based on real-time position data, an electronic fence, and an image of the

company premises

Detection of an operator's electronic fence;

Obtaining an array of operator positioning information over M consecutive time periods T, where the array of positioning information N is the

Real-time positioning data is included, which is sampled periodically;

Determining a parameter 0 to assess the operator's range deviation: gp = mas Enz1 If (EmnYmn)ESN,

M*N ' where (Xm,n» Ymn) represents the coordinates of the operator's real-time positioning for the nth sample in the mth time period T; , S' represents the electronic fence area of the corresponding operator, and if is a truth function;

Determine if the out-of-range evaluation parameter 0 is greater than a preset parameter threshold; if not greater, then determine a64601976

The presence of an unsafe act, or, failing that, the absence of an unsafe act.

Action.

Preferably, an image acquisition module for the periodic acquisition of images of the

The company premises are planned to be displayed in real time;

The module for monitoring unsafe behavior performs image recognition on the image of the company premises using deep learning to determine if a cigarette butt is present;

If it is present, it assesses whether unsafe behavior is present; otherwise, it assesses whether unsafe behavior is present.

Preferably, a biometric identification and

A security authentication module is provided to authenticate operational personnel entering the company premises, with authentication using facial recognition and/or a

Fingerprint recognition and/or iris recognition and/or voice recognition are included, and if authentication is successful, access permissions are granted; otherwise, access is denied.

Preferably, an intelligent monitoring and warning module for the condition of the

Personnel are provided who can monitor heart rate, blood pressure, body temperature, and other factors in real time.

Blood oxygen saturation, fatigue, and physiological posture of the body

Operating personnel using wearable physiological sensors and intelligent devices

Wristbands are monitored, and warning information is sent to on-site management and medical first aid personnel if the data is abnormal.

Operating personnel are provided with location information and a detailed status report.

Preferably, a module for positioning the equipment is also provided to enable real-time

To obtain location information about the equipment.

The technical solution of the present invention has at least the following advantages and beneficial effects:

The present invention can achieve accurate real-time positioning, identification, and precise recording of the work progress of operating personnel, which helps to improve the

to comprehensively capture the action path and real-time location distribution of operational personnel, and significantly improves the level of refinement of on-site personnel management;

The electronic fence generation module of the present invention can automatically generate the electronic fence based on the work ticket information and the geographical location.

It generates location information and can detect anomalies in the management of the

Identifying operational personnel, combined with identity authentication and other means, effectively prevents unauthorized personnel from leaving their posts or from unknown individuals.

People entering the work area and other safety hazards, and to ensure a solid

To establish security defenses for the workplace;

The present invention, according to the length of the operation and the website hazard level, targets different types of work by contracting the application range of the electronic

Zauns, taking into account the scope of the operation, monitoring and a humane and flexible range of activities, was set up to ensure safety while reducing unnecessary restrictions in order to achieve efficient and safe operations;

The present invention can be combined with facial recognition, fingerprint recognition,

Iris recognition and voice recognition are combined, enabling identity impersonation and other forms of fraud.

It can effectively prevent security problems and ensure that only authorized personnel can enter the critical area.

Description of the attached drawings 5 Figure 1 shows a schematic diagram of the structure of a system for controlling the

Operating personnel at a construction site for a new energy project as provided for in embodiment 1 of the present invention;

Figure 2 is a schematic diagram of the process of a method for generating an electronic fence within a company premises according to embodiment 1 of the present invention.

Detailed description

To clarify the objects, technical solutions and advantages of the embodiments of the present invention, the technical solutions are described in the

Embodiments of the present invention are described below in conjunction with the attached illustrations.

The drawings in the embodiments of the present invention are clearly and completely described, and it is clear that the described embodiments are part of the

These are embodiments of the present invention, and not all embodiments.

Components of the embodiments of the present invention, which are described in the attached

Drawings, which are generally described and illustrated, can be arranged and executed in a variety of different configurations.

Design 1

This embodiment represents a system for controlling operating personnel on a

Construction site prepared for a new energy project, which refers to Figure 1 and includes the following:

A personnel positioning module for obtaining real-time location data of the

Operating personnel;

An electronic fence generation module for generating an electronic fence within a company's premises based on operational personnel information, wherein the

Operating personnel information includes real-time location data;

A module for monitoring unsafe behavior to identify unsafe behavior based on real-time location data and the electronic fence;

A module to raise security awareness by executing a reminder to the

Security based on the results of identifying unsafe behavior.

The present embodiment can create an electronic fence based on information from the operating personnel, and implement intelligent security management for the behavior of the

Operational staff conduct checks on the premises and issue instructions in case of unsafe behavior and

Issue warnings. The efficiency and reliability of incident site management can be improved by the technical solution of the present embodiment. In particular, the personnel tracking module can utilize BeiDou satellites, GPS, LBS, and electronic systems.

Work signs are used to perform the functions of personnel tracking, personnel identification,

To implement people counting and work tracking, thus providing fundamental data for precise

To provide personnel management at the deployment site. Specifically in the implementation of the

Positioning on time can be achieved with the BeiDou satellite navigation system, ultra-wideband-

Indoor positioning technology and inertial navigation sensors are fused to achieve highly precise three-dimensional positioning of operating personnel in the new energy project within a complex environment. Positioning accuracy can be achieved down to the

The submeter range is sufficient, and at the same time it has a path planning function. 601976

Navigation function that provides operators with optimal route guidance according to the

Operational task and the site environment, and it can change the positioning mode in

Automatically switch to areas of signal blockage or interference to ensure continuity and stability of positioning.

The Safety Awareness Wake-up module allows for safety reminders via intelligent voice output, which can automatically play the relevant safety instructions depending on the operating scenario and risk level, thus raising the user's safety awareness.

to improve the safety of operating personnel. In addition to warning against unsafe behavior, the system can also play voice instructions, such as "Please note that you must not enter the interior of the

“Having entered the wind turbine tower, the risk when working at height is high, please put on your safety belt and use standardized equipment,” the system displays as soon as it detects that personnel have entered the high-risk area, in order to raise safety awareness.

to improve operating personnel.

When collecting and processing various types of data, data processing and

An analysis module will be set up for the system to process and analyze the collected data, to implement real-time monitoring and statistical analysis of operating personnel, and to use big data analytics technology to identify potential security risk factors and

To determine staff behavior patterns in order to provide a scientific basis for the

To create decision-making processes in security management. After the background server

Having received data from the information acquisition and transmission module, it processes and analyzes the collected data using big data analytics technology and data-

Mining algorithms. On the one hand, it enables real-time control of operating personnel, such as...

For example, the real-time display of the distribution of personnel locations, work status, etc. On the other hand, it conducts a statistical analysis to identify potential security risk factors and

To determine staff behavior patterns. By analyzing operational data over a specific period, it can be determined that the accident rate for a particular type of...

Operation is higher over a specific period, which provides a scientific basis for

Security management decisions can offer, such as the adaptation of the

Operational arrangements or the strengthening of safety training.

In a preferred embodiment of the present embodiment, the

Method for creating an electronic fence within a company premises, including:

Distributing an electronic information card to each operator separately, the electronic information card storing information about the operator's working time, information about the type of work, and information about the tasks assigned daily;

Perform the following steps for each workplace category:

Recording all electronic information cards in a theoretical work area of the respective occupational category and reading the information;

Setting up an electronic fence for an operator within the work area based on information from electronic information cards.

In this embodiment, the method for setting up an electronic fence for a worker in the said work area based on information from the electronic information card consists of:

Determining a theoretical work area SP* for the specified work type;

Determining a suitable personal work area based on vd1}601976

Information about the daily tasks assigned to each operator;

Determining a hazard level L for the type of work, where a higher hazard level represents a greater hazard;

Determining the average daily operating hours of 7° of the operators in the

Work area in hours;

Determine when the hazard class L of the work type is no greater than a predetermined value.

Danger threshold Len and when the average daily operating time T is not greater than a predetermined time threshold type; if both assessment results are "yes", extension of the theoretical working range

SPA based on hazard class L of the type of work and the average daily

Working time T to obtain an electronic fence for all operators within the work area;

If the result of both assessments is not "yes", expansion of the individual

Operating area based on hazard class L and the average daily

Operating hours T of the work type to obtain an electronic fence for each individual operator.

Furthermore, the procedure for inflating the theoretical working area SP® on the

Basis for hazard class L of the aforementioned type of work and the average daily operating hours T':

Determining the geometric center cP& of the theoretical operating range SP:

Determining a first expansion multiplier M:

Lep-L Tepn-T m = > * Ca + proc; a>1,b>1; where à and D are empirical constants, Lyin is the minimum of all hazard classes, and Tj is the number of operating hours specified for the minimum day;

An M-fold expansion of the theoretical operating range S ba with geometric

Center cP? is being carried out to obtain an electronic fence for all operators.

On the other hand, an electronic fence is maintained separately for each operator by defining the thresholds of their individual work area:

Determining the geometric center C ba! of the personal workspace;

Determining a second expansion multiplier mM’: 1 Lmax—Lep Tmax- Ten m ==*[a len +p T Ten |: 2 where Lynax is the maximum of all hazard classes and Tymax is the time span specified in the maximum daily operating hours;

The electronic fence corresponding to the operator is obtained by zooming M'-fold with the geometric center C ba! as the reference of the individual operating area.

In a preferred embodiment, the method for detecting unsafe

Behavior based on real-time location data, electronic fences, and images of the

Company premises:

Detection of an operator's electronic fence;

Obtaining an array of operator positioning information over M consecutive time periods Tj, where the array of positioning information is N.

Real-time positioning data is included, which is sampled periodically;

Determining a parameter 0 to assess the operator's range deviation: _ pI Yh. (mn Ymn)ES') .

Q = Ama Anz U LmnYmn)e20),

M«N where (Xm,n» Ymn) represents the coordinates of the operator's real-time positioning for the nth sample in the mth time period 77, S’ represents the electronic fence area of the corresponding operator, and if is a truth function;

Determine whether the out-of-range evaluation parameter 0 is greater than a preset parameter threshold; if not greater, then determine the

The presence of an unsafe act, or, failing that, the absence of an unsafe act.

Action.

In summary, the present embodiment adjusts the perimeter of the electronic fence at the appropriate time according to changes in the hazard level and the operating time of the site. In an area with a high hazard level, the area of the electronic fence can be reduced accordingly to limit the flow of people into the area and prevent accidents. As the operating time increases, the

The risk of staff fatigue and impaired judgment can be mitigated by reducing the size of the electronic fence, ensuring that staff work in the safest area for a limited time and that protective measures are adjusted promptly to reduce workplace risks. This applies to various situations.

Types of work can be achieved by flexibly adjusting the scope of the electronic fence on the

Based on working hours and the level of risk, avoid unnecessary restrictions.

To arrange the work area more effectively, optimize the workspace, and the

Improve work efficiency. For example, if the hazard level of the workplace is low, the perimeter of the electronic fence can be appropriately extended to allow personnel to move around in a larger area. This avoids an overly compact work area, improves the degree of freedom of movement, and minimizes unnecessary disruption.

Personnel reduced. It is particularly noteworthy that the hazard level is based on...

It can be developed based on experience and historical data. On the construction site of a

In photovoltaic projects for generating new energy, the module for generating an electronic fence can adapt the extent of the electronic fence and the alarm rules in real time to the progress of the work and changes in the construction site environment, in order to

To ensure the effectiveness and adaptability of the electronic fence when the

The work area and the danger zone change in different phases.

In addition, an image acquisition module is provided to periodically capture images of the

to capture the company premises in real time;

The module for monitoring unsafe behavior performs image recognition on the image of the company premises using deep learning to determine if a cigarette butt is present;

If it is present, it is determined that an unsafe act has taken place; otherwise, it is determined that no unsafe act has taken place.

It is particularly emphasized that, in addition to the above, monitoring can also be carried out on request if an employee is not wearing their helmet correctly, if they fall, if the person responsible for the work leaves the construction site, if a non-employee enters the work area, if there is a fire on the construction site, etc. For example, it is also possible to monitor the work standards of the operating personnel in

The system monitors and evaluates in real time, including but not limited to whether the work process complies with standards and whether tools are being used correctly. For example, if operators' operating procedures are incorrect during the commissioning of a new energy storage system, the system automatically records the error, reminds the operators to correct them in a timely manner, and simultaneously forwards the information about the violation to the safety management personnel.

Furthermore, a biometric identification and

A security authentication module is provided to authenticate operational personnel entering the premises, with authentication using facial recognition and/or

Fingerprint recognition and/or iris recognition and/or voice recognition are included, and if authentication is successful, access permissions are granted; otherwise, the

Access prohibited. This module can be used in the application for authentication.

operational personnel and for granting authorizations, whereby the

Blockchain technology for storing personal identity information urkd/601976

Authentication records are combined to ensure that the

Identity information is secure and cannot be manipulated, and that only that

Personnel who have passed authentication, the corresponding operational privileges and

Device access rights can be obtained. In particular, the information collection and transmission module can be configured to collect personal information based on sensors, data interfaces, etc., including basic

Personal information (name, employee number, job type, etc.), work status information (working hours, time off, current operational tasks, etc.), and operational information (name of equipment, operating hours, operational results, etc.). The collected data is transmitted via encrypted transmission protocols (e.g., SSL/TLS) after prior verification and compilation.

The data is transmitted to the backend server using the SSL/TLS protocol. During data transmission, even when...

To prevent network fluctuations or interruptions, the module is equipped with a continuous transmission function at breakpoints to ensure the safety and integrity of the

To ensure data security and comprehensive data support for subsequent use

to offer data processing and analysis. In one case, facial recognition can first be performed, and if the degree of match between the facial features is sufficient, the process can be further refined.

If the standard is met, further double verification via fingerprint or

Iris recognition is performed, and after verification is passed, a

Identity verification can be carried out through the combination with voice recognition, and the entire process can be completed quickly to verify the identity of operational personnel and grant them permissions. At the same time, the blockchain-

Technology is used to process personal identity information and

to store authentication records, using the distributed ledger properties of the

Blockchain technology ensures the security and integrity of identity information, and grants the corresponding operational privileges only through personnel authentication.

Obtain device access rights.

To further optimize the monitoring of operational personnel's well-being, an intelligent personnel health monitoring and alert module is also available. This module uses wearable physiological sensors and smart wristbands to monitor personnel's heart rate, blood pressure, body temperature, oxygen saturation, fatigue, and posture in real time. Early warnings are sent to on-site managers and emergency medical personnel in the event of abnormal data, and location information and a detailed report are also provided.

Operator status report provided. By analyzing this data, for example, if it is determined that the staff's heart rate is consistently above the normal range and the

Fatigue reaches the warning threshold (e.g., different thresholds are set depending on the intensity of operation).

(Fatigue thresholds are set), and other anomalies, the system sends timely notifications.

Early warning information is provided to on-site management personnel and medical first responders, along with the location of personnel and a detailed status report; at the same time, personnel status data is automatically recorded for later analysis.

Operating an offshore wind power platform with new energy, the system can react quickly if the operating personnel are incapacitated due to long offshore operations, shocks, and other factors.

Factors such as fatigue or feeling unwell are taken to ensure the safety of staff.

To optimize equipment monitoring, a module for equipment positioning is also provided, which can determine information about the location of the Ausriisturtg’601976 in real time. By combining personnel positioning and on-site

Equipment positioning can enable precise coordination and cooperative management of

Personnel and equipment can be reached, and when the operator operates specific equipment, the system automatically records the operating time, the content of the operation, and the

Equipment status is recorded, which forms a basis for equipment maintenance and troubleshooting. For example, if in the workshop for manufacturing batteries for new

Energy vehicles of the operator operating a specific battery assembly equipment, the

The system automatically records operating time, operating content, and equipment status.

The equipment positioning system reports the real-time operating parameters of the equipment via the sensor, and the personnel positioning module assigns personnel to the information from the equipment, providing a basis for equipment maintenance and troubleshooting.

The above illustration is only one preferred embodiment of the present invention and is not intended to limit the present invention, which may be different for a person skilled in the art.

Subject to changes and variations. All changes, equivalent substitutions,

Improvements, etc., made within the framework of the spirit and principles of the present invention fall within the scope of protection of the present invention.

Claims (10)

Claims LU601976 1. A system for controlling operational personnel on a construction site for a new energy project, characterized in that it comprises: A personnel positioning module for obtaining real-time position data of the operational personnel; An electronic fence generation module for generating an electronic fence within an operational area based on operational personnel information, wherein the operational personnel information includes real-time position data; A module for monitoring unsafe behavior for identifying unsafe behavior according to the real-time position data and the electronic fence; A module for raising safety awareness in order to issue a safety reminder based on the result of identifying unsafe behavior. 2. A system for controlling operating personnel on a construction site for a new energy project according to claim 1, characterized in that the method for generating the electronic fence in the operating site comprises: distributing an electronic information card to each operator separately, wherein the electronic information card stores information about the operator's working time, information about the type of work, and information about the tasks assigned daily; performing the following steps for each workplace category: collecting all electronic information cards in a theoretical work area of said workplace category and reading the information; setting up an electronic fence for an operator within the work area based on the information from the electronic information cards. 3. A system for controlling operating personnel on a construction site for a new energy project according to claim 2, characterized in that the method for setting up an electronic fence for the workers within the work area according to the information in the electronic information card comprises: obtaining a theoretical work area S ≤ % of the work type; determining a corresponding personal work area based on the daily assigned task information of each operator; determining a hazard level L of the work type, wherein a higher hazard level represents a greater hazard; determining the average daily operating hours ≤ 7 of the operators in the operating area in hours; determining when the hazard class L of the work type is not greater than a predetermined hazard threshold L_n and when the average daily operating time T is not greater than a predetermined time threshold T_i. If both assessment results are “yes”, the theoretical work area is extended based on the hazard class L of the type of work and the average daily working time T to obtain an electronic fence for all operators within the work area; if the result of both assessments is not “yes”, the individual operating area is extended based on the hazard class L and the average daily operating hours T of the type of work to obtain an electronic fence for each individual operator. 4. A system for controlling operating personnel on a construction site for a new energy project according to claim 3, characterized in that the method for expanding the theoretical working area SP% based on the hazard class L of the work type and the average daily working time 7° consists of: Determining a geometric center cP& of the theoretical working area SP; Determining a first expansion multiplier M: 1 Len—L Ten-T m=-=-* Ca + proc; 2 a>1,b>1; where @ and D are empirical constants, Lyin is the minimum value for all hazard classes and Tyin is the time period set for operation on the lowest day; A M-fold enlargement of the theoretical operating area S ba with a geometric center cha is used to obtain an electronic fence for all said operators. 5. A system for controlling operating personnel on a construction site for a new energy project according to claim 4, characterized in that the individual work area is extended to obtain an electronic fence for each operator separately: Determining a geometric center point cP@' of the individual work area; Determining a second expansion multiplier mM’: 1 Lmax—Lep Tmax- Ten m = > *|a Len +p T-Ttn : Here, Lmax is the maximum value of all hazard classes and T,rax is the time span specified in the maximum daily operating hours; An M'-fold zoom is performed with the geometric center cP? as the reference of the personal work area to obtain the corresponding electronic fence for the operator. 6. A system for controlling operational personnel on a construction site for a new energy project according to claim 1, characterized in that the method for identifying unsafe behaviors based on real-time position data, an electronic fence, and an image of the construction site comprises: capturing an electronic fence of the work personnel; obtaining an array of positioning information of the work personnel in M successive time periods Tj, wherein the array of positioning information comprises N of the real-time positioning data that is sampled periodically; Determine an evaluation parameter 6 for the operator's exceedance of the area: 0 = Em=1 En=1 If (OmnYmn)ES") M+N ' Where (Xm,n Ymn) represents the coordinates of the operator's real-time positioning for the nth sample in the mth time period T; S' represents the electronic fence area of the corresponding operator and if is a truth function; Assess whether the out-of-range evaluation parameter 8 is greater than a preset parameter threshold; if not greater, then assess the presence of an unsafe action, otherwise the absence of an unsafe action. 7. A system for controlling operational personnel on a construction site for a new energy project according to claim 1, characterized in that an image acquisition module for periodically capturing images of the construction site in real time is also provided; The module for monitoring unsafe behavior performs image recognition on the construction site image using deep learning to determine whether a cigarette butt is present; If it is present, it is determined that unsafe behavior is present, otherwise that no unsafe behavior is present. 8. A system for controlling operating personnel on a construction site for a new energy project according to claim 1, characterized in that a module for biometric identification and security authentication is also provided to authenticate the operators who will enter the construction site. The identity authentication comprises facial recognition and/or fingerprint recognition and/or iris recognition and/or voice recognition, and if the identity authentication is successful, access authorizations are granted; otherwise, access is denied. 9. A system for controlling operating personnel on a construction site for a neuk$/601976 energy project according to claim 1, characterized in that it also includes an intelligent module for monitoring personnel condition and providing early warnings for the real-time monitoring of heart rate, blood pressure, body temperature, oxygen saturation, fatigue, and physiological posture of the operating personnel by means of wearable physiological sensors and a smart wristband. If the data are abnormal, warning information is sent to the on-site management personnel and to the emergency medical personnel, and the location information and a detailed status report of the operator are provided. 10. Fin system for controlling the operating personnel on a construction site for a new energy project according to claim 1, characterized in that a module for positioning the equipment is also provided in order to obtain real-time location information of the equipment.