[go: up one dir, main page]

WO2018137121A1 - Environment monitoring system - Google Patents

Environment monitoring system Download PDF

Info

Publication number
WO2018137121A1
WO2018137121A1 PCT/CN2017/072392 CN2017072392W WO2018137121A1 WO 2018137121 A1 WO2018137121 A1 WO 2018137121A1 CN 2017072392 W CN2017072392 W CN 2017072392W WO 2018137121 A1 WO2018137121 A1 WO 2018137121A1
Authority
WO
WIPO (PCT)
Prior art keywords
data
sensing unit
monitoring
environment sensing
unit
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/CN2017/072392
Other languages
French (fr)
Chinese (zh)
Inventor
熊益冲
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.)
Shenzhen Corporate Management & Service Co Ltd
Original Assignee
Shenzhen Corporate Management & Service Co Ltd
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 Shenzhen Corporate Management & Service Co Ltd filed Critical Shenzhen Corporate Management & Service Co Ltd
Priority to PCT/CN2017/072392 priority Critical patent/WO2018137121A1/en
Publication of WO2018137121A1 publication Critical patent/WO2018137121A1/en
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass
    • GPHYSICS
    • G08SIGNALLING
    • G08CTRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
    • G08C17/00Arrangements for transmitting signals characterised by the use of a wireless electrical link
    • G08C17/02Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link

Definitions

  • the present invention relates to the field of Internet of Things technologies, and in particular, to an environmental monitoring system.
  • sampling method a method of extracting a representative dust-containing gas sample from the area to be tested and feeding it to a subsequent analytical measurement system to measure the concentration of dust
  • the sampling method has a simple measuring principle and can obtain relatively reliable results when used well. However, it has high operation requirements and long time consumption, and cannot provide long-term, continuous, systematic test data.
  • Non-sampling method It does not need to sample when measuring, but uses the physical and optical characteristics of dust to directly measure the dust emission concentration.
  • the non-sampling method can measure the dust emission concentration online, some of which can automatically and continuously monitor the dust emission, and simultaneously Give the concentration and particle size of the dust.
  • Common non-sampling methods are: blackness method, light scattering method and light projection method.
  • the embodiment of the invention provides an environment monitoring system.
  • the embodiment of the invention can collect accurate environmental information of the target area, and provide key information such as management and decision-making for the decision maker by processing the collected environmental information, thereby improving the environment. Monitoring accuracy.
  • An embodiment of the present invention provides an environment monitoring system, where the system includes: an environment sensing unit, a data management unit connected to the environment sensing unit, and an application control unit connected to the data management unit, where
  • the environment sensing unit is configured to collect data of the monitored object
  • the data management unit is configured to manage data collected by the environment sensing unit, and perform data handover Change management
  • the application control unit is configured to monitor and analyze information collected by the environment sensing unit in real time, and take countermeasures according to the analysis result.
  • the environment sensing unit includes: a water quality monitoring module, an air monitoring module, and a formaldehyde detecting module, where
  • the water quality monitoring module is configured to collect and transmit water body data
  • the atmospheric monitoring module is configured to collect and transmit atmospheric data
  • the formaldehyde monitoring module is configured to collect formaldehyde data in the monitoring area.
  • the water body data includes:
  • the atmospheric data includes:
  • the formaldehyde data includes:
  • the concentration of formaldehyde in the monitored area is the concentration of formaldehyde in the monitored area.
  • the data management unit is further configured to:
  • the working process of the data management unit includes:
  • the data management unit uploads monitoring data through a data interface standard rule, and simultaneously sends control information to the environment sensing unit.
  • the application control unit is further configured to:
  • the search engine includes: a data search engine and a geographic information engine.
  • the application control unit is further configured to provide real-time dynamic monitoring function, report environmental quality status and change trend in real time, track changes in pollution sources, accurately alert, and timely handle various environmental emergencies.
  • the embodiment of the present invention can collect accurate environmental information of the target area through the environment sensing unit, process the collected environmental information through the data management unit, and provide key information such as management and decision-making for the decision maker through the application control unit to improve environmental monitoring. Accuracy.
  • FIG. 1 is a schematic structural diagram of an environmental monitoring system according to an embodiment of the present invention.
  • references to "an embodiment” herein mean that a particular feature, structure, or characteristic described in connection with the embodiments can be included in at least one embodiment of the invention.
  • the appearances of the phrases in various places in the specification are not necessarily referring to the same embodiments, and are not exclusive or alternative embodiments that are mutually exclusive. Those skilled in the art will understand and implicitly understand that the embodiments described herein can be combined with other embodiments.
  • FIG. 1 is a schematic structural diagram of an environment monitoring system according to an embodiment of the present invention.
  • the environment monitoring system 10 in the embodiment of the present invention includes the following parts:
  • the environment sensing unit 100 the data management unit 200 connected to the environment sensing unit 100, and the application control unit 300 connected to the data management unit 200, wherein
  • the environment sensing unit 100 is configured to collect data of the monitored object.
  • the environment sensing unit 100 includes: a water quality monitoring module 101, an air monitoring module 102, and a formaldehyde detecting module 103, wherein
  • the water quality monitoring module 101 is configured to collect and transmit water body data. It is to be understood that the system described in the embodiment of the present invention needs to deploy 36 wireless sensor nodes, and all the nodes self-organize to form a network, and each node is respectively equipped with water temperature. Five sensors, pH, dissolved oxygen (DO), conductivity, and turbidity, are used to monitor the five parameters of the water quality in the target monitoring area.
  • the atmospheric monitoring module 102 is configured to collect and transmit atmospheric data. It should be understood that the collection of atmospheric data such as illumination, air pressure, temperature, air humidity, etc. of the monitoring area can be automatically transmitted to the central network by using a series of sensor nodes, and then automatically transmitted to the central network.
  • the data management unit 200 processing module analyzes and processes the data, and finally displays the monitoring analysis result visually on the computer terminal, and issues information to the air condition.
  • the formaldehyde monitoring module 103 is configured to collect formaldehyde data in the monitoring area. It should be understood that the formaldehyde monitoring module 103 adopts a wireless sensor network, and is composed of a self-organizing sensor node (including a formaldehyde sensor node and a sink node) deployed in the information collection area. composition. Realize the collection and transmission of formaldehyde concentration information in the monitoring area environment.
  • water body data described in the embodiments of the present invention includes, but is not limited to, water temperature value, pH value, dissolved oxygen (DO) value, conductivity value, and turbidity value.
  • DO dissolved oxygen
  • the atmospheric data described in the embodiments of the present invention includes: an illumination intensity value, a barometric pressure value, a temperature value, and an air humidity value.
  • formaldehyde data described in the embodiments of the present invention includes a formaldehyde concentration value of the monitoring area.
  • a data management unit 200 configured to manage data collected by the environment sensing unit 100, and perform data exchange management
  • the data management unit 200 is further configured to: provide a report design tool, and provide a search engine.
  • the report management function can be set in the report design tool.
  • the report management function is flexible and convenient to use. They are a combination of data collected by the data management unit 200, and realize data integration of the sensing data and the early warning model. Comprehensive use of a variety of data, information, knowledge and model technology to assist decision makers to comprehensively analyze and monitor environmental conditions from different dimensions.
  • the search engine described in the embodiments of the present invention includes: a data search engine and a geographic information system (GIS) engine. It should be understood that the search engine includes: a meta search engine, a vertical search index The engine and the collective search engine collect information from the environment aware unit 100, and after the data management unit 200 organizes and processes the information, provide a search service for the user, and display the information related to the user search to the user's system.
  • GIS geographic information system
  • the system described in the embodiment of the present invention adopts leading GIS technology, based on the geospatial database, and with the support of computer software and hardware, uses the theory of system engineering and information science to scientifically manage and comprehensively analyze geographic data with spatial connotation. To provide the information needed for management, decision making, etc.
  • the working process of the data management unit 200 includes: the data management unit uploads monitoring data through a data interface standard rule, and simultaneously sends control information to the environment sensing unit.
  • the data management unit 200 can implement bidirectional delivery of the sensing data and the control information, and the collected information is accurately transmitted to the application layer in real time through the transmission network.
  • the data management unit 200 uploads the monitoring data according to the standard rules of the exchange interface, and sends the control information to the environment sensing unit 100 to realize the two-way transmission of the sensing data and the control information.
  • the collected information is accurately transmitted in real time through the transmission network.
  • the application control unit 300 facilitates the application control unit 300 to monitor and analyze the above data in real time, and take countermeasures, suggestions, and the like.
  • the application control unit 300 is configured to monitor and analyze the information collected by the environment sensing unit 100 in real time, and take countermeasures according to the analysis result.
  • the application control unit 300 can implement the Internet of Things data analysis application, and has the “one map” type information release and presentation, environmental warning and decision support functions, and realizes the intelligent monitoring feature of the Internet of Things.
  • the collected information can be monitored at any time and any place, real-time tracking and analysis of environmental conditions, and corresponding measures based on environmental changes to achieve real-time monitoring requirements.
  • Applications include data modeling, search engine, dynamic monitoring, environmental warning, decision support, and report management.
  • the application control unit 300 is further configured to provide real-time dynamic monitoring functions, report environmental quality status and change trends in real time, track changes in pollution sources, accurately alert, and timely handle various environmental emergencies.
  • the environment monitoring system 10 uses a combination of wireless sensor network technology, data mining technology, database technology, GIS technology, mathematical statistics, and water pollution model to monitor District water quality gas environment for safety warning.
  • Application control unit 300 also used,
  • the system 10 comprehensively utilizes various data, information, knowledge, and model technologies to assist a decision maker in solving a human-computer interaction system for decision-making problems, and establishes a model according to a spatial combination relationship of the ecological environment of the research area.
  • the environmental monitoring and management technology and the decision support system are combined to establish an environmental resource decision support system, and the Eco-Environmental Monitoring and Management Intelligent Decision Support System (EMIDSS) is designed and developed, and a plan for rational resource utilization and environmental remediation is proposed.
  • EMIDSS Eco-Environmental Monitoring and Management Intelligent Decision Support System
  • the system 10 described in the embodiments of the present invention can provide real-time dynamic monitoring functions, comprehensively reflect environmental quality conditions and changing trends, track changes in pollution sources, accurately alert, and timely handle various environmental emergencies.
  • the embodiment of the present invention can collect accurate environmental information of the target area through the environment sensing unit, process the collected environmental information through the data management unit, and provide key information such as management and decision-making for the decision maker through the application control unit to improve environmental monitoring. Accuracy.
  • the embodiment of the present invention further provides a computer storage medium, wherein the computer storage medium may store a program, and the program includes some or all of the steps of the monitoring method of any one of the service processes described in the foregoing method embodiments.
  • the disclosed apparatus may be implemented in other ways.
  • the device embodiments described above are only illustrative.
  • the division of the unit is only a logical function division.
  • there may be another division manner for example, multiple units or components may be combined or may be Integrate into another system, or some features can be ignored or not executed.
  • the mutual coupling or direct coupling or communication connection shown or discussed may be an indirect coupling or communication connection through some interface, device or unit, and may be electrical or otherwise.
  • the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of the embodiment.
  • each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit.
  • the above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.
  • the integrated unit if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable storage medium.
  • the technical solution of the present invention which is essential or contributes to the prior art, or all or part of the technical solution, may be embodied in the form of a software product stored in a storage medium.
  • a number of instructions are included to cause a computer device (which may be a personal computer, server or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention.
  • the foregoing storage medium includes: a U disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk, and the like, which can store program codes.
  • the program may be stored in a computer readable storage medium, and the storage medium may include: Flash disk, read-only memory (English: Read-Only Memory, referred to as: ROM), random accessor (English: Random Access Memory, referred to as: RAM), disk or optical disk.
  • ROM Read-Only Memory
  • RAM Random Access Memory

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)

Abstract

An environment monitoring system (10). The system (10) comprises an environment sensing unit (100), a data management unit (200) connected to the environment sensing unit (100), and an application control unit (300) connected to the data management unit (200). The environment sensing unit (100) is used for collecting data of a monitored object. The data management unit (200) is used for managing the data collected by the environment sensing unit (100) and performing data exchange management. The application control unit (300) is used for monitoring in real time and analyzing the information collected by the environment sensing unit (100), and taking a response measure according to the analysis result. The system (10) can collect precise environment information of a target region, and can provide a decision maker with crucial information for the management, decision-making and the like by processing the collected environment information, thereby improving the accuracy of environment monitoring.

Description

环境监测系统Environmental monitoring system 技术领域Technical field

本发明涉及物联网技术领域,具体涉及一种环境监测系统。The present invention relates to the field of Internet of Things technologies, and in particular, to an environmental monitoring system.

背景技术Background technique

随着时代的发展,人们的生活水平大大提高,但环境问题却成为摆在人们眼前最棘手的问题,环境问题也成为全球性的问题,目前,环境污染物监测方法包含两种方式:取样法和非取样法,这两种方式都存在缺陷,具体地:取样法:从待测区域中抽出部分具有代表性的含尘气样并送入随后的分析测量系统来测量粉尘的浓度的方法,取样法测量原理简单,在使用良好的情况下可以取得比较可靠的结果,但它对采用操作要求高,消耗时间长,不能提供长期的、连续的、系统的测试数据。非取样法:测量时不用取样,而是利用粉尘的物理、光学等特性直接测量粉尘排放浓度的方法,非取样法能在线测量粉尘排放浓度,其中一些可以自动、连续监测粉尘排放,并能同时给出粉尘的浓度与粒径。常见的非取样法有:黑度法、光散射法和光投射法。With the development of the times, people's living standards have greatly improved, but environmental problems have become the most difficult problems in front of people's eyes. Environmental problems have also become global problems. At present, environmental pollutant monitoring methods include two methods: sampling method. And non-sampling methods, both of which have defects, specifically: sampling method: a method of extracting a representative dust-containing gas sample from the area to be tested and feeding it to a subsequent analytical measurement system to measure the concentration of dust, The sampling method has a simple measuring principle and can obtain relatively reliable results when used well. However, it has high operation requirements and long time consumption, and cannot provide long-term, continuous, systematic test data. Non-sampling method: It does not need to sample when measuring, but uses the physical and optical characteristics of dust to directly measure the dust emission concentration. The non-sampling method can measure the dust emission concentration online, some of which can automatically and continuously monitor the dust emission, and simultaneously Give the concentration and particle size of the dust. Common non-sampling methods are: blackness method, light scattering method and light projection method.

如何通过科学的方法,采集到精确的环境数据并进行处理,为决策者提供科学决策的关键信息,如何提高环境监测准确度,成为亟待解决的技术问题。How to collect accurate environmental data and process it through scientific methods, provide decision makers with key information for scientific decision-making, and how to improve the accuracy of environmental monitoring has become a technical problem to be solved urgently.

发明内容Summary of the invention

本发明实施例提供了一种环境监测系统,本发明实施例可采集到目标区域的精确环境信息,通过对上述采集到的环境信息的处理,为决策者提供管理、决策等关键信息,提高环境监测准确度。The embodiment of the invention provides an environment monitoring system. The embodiment of the invention can collect accurate environmental information of the target area, and provide key information such as management and decision-making for the decision maker by processing the collected environmental information, thereby improving the environment. Monitoring accuracy.

本发明实施例提供一种环境监测系统,所述系统包括:环境感知单元、与所述环境感知单元连接的数据管理单元及与所述数据管理单元连接的应用控制单元,其中,An embodiment of the present invention provides an environment monitoring system, where the system includes: an environment sensing unit, a data management unit connected to the environment sensing unit, and an application control unit connected to the data management unit, where

所述环境感知单元,用于采集监控对象的数据;The environment sensing unit is configured to collect data of the monitored object;

所述数据管理单元,用于管理所述环境感知单元采集的数据,进行数据交 换管理;The data management unit is configured to manage data collected by the environment sensing unit, and perform data handover Change management

所述应用控制单元,用于实时监测并分析所述环境感知单元采集到的信息,根据所述分析结果,采取应对措施。The application control unit is configured to monitor and analyze information collected by the environment sensing unit in real time, and take countermeasures according to the analysis result.

可选的,所述环境感知单元,包括:水质监测模块、大气监测模块及甲醛检测模块,其中,Optionally, the environment sensing unit includes: a water quality monitoring module, an air monitoring module, and a formaldehyde detecting module, where

所述水质监测模块,用于采集并传输水体数据;The water quality monitoring module is configured to collect and transmit water body data;

所述大气监测模块,用于采集并传输大气数据;The atmospheric monitoring module is configured to collect and transmit atmospheric data;

所述甲醛监测模块,用于采集监测区域中的甲醛数据。The formaldehyde monitoring module is configured to collect formaldehyde data in the monitoring area.

可选的,所述水体数据包括:Optionally, the water body data includes:

水温值、pH值、溶解氧(DO)值、电导率值、浊度值。Water temperature value, pH value, dissolved oxygen (DO) value, conductivity value, turbidity value.

可选的,所述大气数据包括:Optionally, the atmospheric data includes:

光照强度值、气压值、温度值、空气湿度值。Light intensity value, air pressure value, temperature value, air humidity value.

可选的,所述甲醛数据包括:Optionally, the formaldehyde data includes:

监测区域的甲醛浓度值。The concentration of formaldehyde in the monitored area.

可选的,所述数据管理单元还用于:Optionally, the data management unit is further configured to:

提供报表设计工具、提供搜索引擎。Provide report design tools and provide search engines.

可选的,所述数据管理单元的工作过程包括:Optionally, the working process of the data management unit includes:

所述数据管理单元通过数据接口标准规则上传监测数据,同时向所述环境感知单元发送控制信息。The data management unit uploads monitoring data through a data interface standard rule, and simultaneously sends control information to the environment sensing unit.

可选的,所述应用控制单元,还用于,Optionally, the application control unit is further configured to:

通过采集到的数据、信息、现有知识和建模技术,辅助决策者从不同维度综合分析和监测环境状态。Through the collected data, information, existing knowledge and modeling techniques, assist decision makers to comprehensively analyze and monitor environmental conditions from different dimensions.

可选的,所述搜索引擎包括:数据搜索引擎及地理信息引擎。Optionally, the search engine includes: a data search engine and a geographic information engine.

可选的,所述应用控制单元,还用于,提供实时动态监控功能,实时上报环境质量状况和变化趋势、跟踪污染源变化情况、准确预警并及时处置各类环境突发事件。Optionally, the application control unit is further configured to provide real-time dynamic monitoring function, report environmental quality status and change trend in real time, track changes in pollution sources, accurately alert, and timely handle various environmental emergencies.

本发明实施例可通过环境感知单元采集到目标区域的精确环境信息,通过数据管理单元对上述采集到的环境信息的处理,通过应用控制单元为决策者提供管理、决策等关键信息,提高环境监测准确度。 The embodiment of the present invention can collect accurate environmental information of the target area through the environment sensing unit, process the collected environmental information through the data management unit, and provide key information such as management and decision-making for the decision maker through the application control unit to improve environmental monitoring. Accuracy.

附图说明DRAWINGS

为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的一些实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其他的附图。In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the embodiments or the description of the prior art will be briefly described below. Obviously, the drawings in the following description are only It is a certain embodiment of the present invention, and other drawings can be obtained from those skilled in the art without any creative work.

图1是本发明实施例提供的环境监测系统结构示意图。FIG. 1 is a schematic structural diagram of an environmental monitoring system according to an embodiment of the present invention.

具体实施方式detailed description

为了使本技术领域的人员更好地理解本发明方案,下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The technical solutions in the embodiments of the present invention are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is a partial embodiment of the invention, and not all of the embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts are within the scope of the present invention.

本发明的说明书和权利要求书及上述附图中的术语“第一”、“第二”等是用于区别不同对象,而不是用于描述特定顺序。此外,术语“包括”和“具有”以及它们任何变形,意图在于覆盖不排他的包含。例如包含了一系列步骤或单元的过程、方法、系统、产品或设备没有限定于已列出的步骤或单元,而是可选地还包括没有列出的步骤或单元,或可选地还包括对于这些过程、方法、产品或设备固有的其他步骤或单元。The terms "first", "second" and the like in the specification and claims of the present invention and the above drawings are used to distinguish different objects, and are not intended to describe a specific order. Furthermore, the terms "comprises" and "comprising" and "comprising" are intended to cover a non-exclusive inclusion. For example, a process, method, system, product, or device that comprises a series of steps or units is not limited to the listed steps or units, but optionally also includes steps or units not listed, or alternatively Other steps or units inherent to these processes, methods, products, or equipment.

在本文中提及“实施例”意味着,结合实施例描述的特定特征、结构或特性可以包含在本发明的至少一个实施例中。在说明书中的各个位置出现该短语并不一定均是指相同的实施例,也不是与其它实施例互斥的独立的或备选的实施例。本领域技术人员显式地和隐式地理解的是,本文所描述的实施例可以与其它实施例相结合。References to "an embodiment" herein mean that a particular feature, structure, or characteristic described in connection with the embodiments can be included in at least one embodiment of the invention. The appearances of the phrases in various places in the specification are not necessarily referring to the same embodiments, and are not exclusive or alternative embodiments that are mutually exclusive. Those skilled in the art will understand and implicitly understand that the embodiments described herein can be combined with other embodiments.

请参阅图1,图1是本发明实施例提供的环境监测系统结构示意图,本发明实施例中的环境监测系统10包括以下部分:Please refer to FIG. 1. FIG. 1 is a schematic structural diagram of an environment monitoring system according to an embodiment of the present invention. The environment monitoring system 10 in the embodiment of the present invention includes the following parts:

环境感知单元100、与环境感知单元100连接的数据管理单元200及与数据管理单元200连接的应用控制单元300,其中, The environment sensing unit 100, the data management unit 200 connected to the environment sensing unit 100, and the application control unit 300 connected to the data management unit 200, wherein

环境感知单元100,用于采集监控对象的数据。The environment sensing unit 100 is configured to collect data of the monitored object.

环境感知单元100,包括:水质监测模块101、大气监测模块102及甲醛检测模块103,其中,The environment sensing unit 100 includes: a water quality monitoring module 101, an air monitoring module 102, and a formaldehyde detecting module 103, wherein

水质监测模块101,用于采集并传输水体数据,需要知道的是,本发明实施例所述的系统共需部署36个无线传感器节点,所有节点自组织形成一个网络,每个节点分别配备水温、pH值、溶解氧(DO)、电导率、浊度5个传感器,以实现对目标监测区域的水质常规五参数进行监测。The water quality monitoring module 101 is configured to collect and transmit water body data. It is to be understood that the system described in the embodiment of the present invention needs to deploy 36 wireless sensor nodes, and all the nodes self-organize to form a network, and each node is respectively equipped with water temperature. Five sensors, pH, dissolved oxygen (DO), conductivity, and turbidity, are used to monitor the five parameters of the water quality in the target monitoring area.

大气监测模块102,用于采集并传输大气数据,应当理解,可通过采用一系列传感器节点对监测区域的光照、气压、温度、空湿度等大气数据的采集,并自动传送至中心网络,再由数据管理单元200处理模块对数据进行分析处理,最后在电脑终端直观地显示监测分析结果,并对空气状况发布信息。The atmospheric monitoring module 102 is configured to collect and transmit atmospheric data. It should be understood that the collection of atmospheric data such as illumination, air pressure, temperature, air humidity, etc. of the monitoring area can be automatically transmitted to the central network by using a series of sensor nodes, and then automatically transmitted to the central network. The data management unit 200 processing module analyzes and processes the data, and finally displays the monitoring analysis result visually on the computer terminal, and issues information to the air condition.

甲醛监测模块103,用于采集监测区域中的甲醛数据,应当理解,甲醛监测模块103采用无线传感器网络的方式,由部署在信息采集区域的自组织传感节点(包含甲醛传感器节点、sink节点)组成。实现监测区域环境中甲醛浓度信息的采集和传输。The formaldehyde monitoring module 103 is configured to collect formaldehyde data in the monitoring area. It should be understood that the formaldehyde monitoring module 103 adopts a wireless sensor network, and is composed of a self-organizing sensor node (including a formaldehyde sensor node and a sink node) deployed in the information collection area. composition. Realize the collection and transmission of formaldehyde concentration information in the monitoring area environment.

应当理解,本发明实施例所述的水体数据包括但不限于,水温值、pH值、溶解氧(DO)值、电导率值、浊度值中。It should be understood that the water body data described in the embodiments of the present invention includes, but is not limited to, water temperature value, pH value, dissolved oxygen (DO) value, conductivity value, and turbidity value.

需要知道的是,本发明实施例所述的大气数据包括:光照强度值、气压值、温度值、空气湿度值。It should be noted that the atmospheric data described in the embodiments of the present invention includes: an illumination intensity value, a barometric pressure value, a temperature value, and an air humidity value.

应当理解,本发明实施例所述的甲醛数据包括:监测区域的甲醛浓度值。It should be understood that the formaldehyde data described in the embodiments of the present invention includes a formaldehyde concentration value of the monitoring area.

数据管理单元200,用于管理所述环境感知单元100采集的数据,进行数据交换管理;a data management unit 200, configured to manage data collected by the environment sensing unit 100, and perform data exchange management;

数据管理单元200还用于:提供报表设计工具、提供搜索引擎。The data management unit 200 is further configured to: provide a report design tool, and provide a search engine.

需要知道的是,报表设计工具中可设置报表管理功能,所述报表管理功能定制灵活、使用便捷,它们是数据管理单元200采集数据的组合,实现了感知数据及预警模型的数据集成。综合利用各种数据、信息、知识和模型技术,辅助决策者从不同维度综合分析和监测环境状态。It should be noted that the report management function can be set in the report design tool. The report management function is flexible and convenient to use. They are a combination of data collected by the data management unit 200, and realize data integration of the sensing data and the early warning model. Comprehensive use of a variety of data, information, knowledge and model technology to assist decision makers to comprehensively analyze and monitor environmental conditions from different dimensions.

应当理解,本发明实施例所述的搜索引擎包括:数据搜索引擎及地理信息系统(GIS)引擎。应当理解,所述搜索引擎包括:元搜索引擎、垂直搜索引 擎、集合式搜索引擎从环境感知单元100搜集信息,在数据管理单元200对信息进行组织和处理后,为用户提供检索服务,将用户检索相关的信息展示给用户的系统。It should be understood that the search engine described in the embodiments of the present invention includes: a data search engine and a geographic information system (GIS) engine. It should be understood that the search engine includes: a meta search engine, a vertical search index The engine and the collective search engine collect information from the environment aware unit 100, and after the data management unit 200 organizes and processes the information, provide a search service for the user, and display the information related to the user search to the user's system.

本发明实施例所述的系统采用领先的GIS技术,以地理空间数据库为基础,在计算机软硬件的支持下,运用系统工程和信息科学的理论,科学管理和综合分析具有空间内涵的地理数据,以提供管理、决策等所需信息。The system described in the embodiment of the present invention adopts leading GIS technology, based on the geospatial database, and with the support of computer software and hardware, uses the theory of system engineering and information science to scientifically manage and comprehensively analyze geographic data with spatial connotation. To provide the information needed for management, decision making, etc.

需要知道的是,数据管理单元200的工作过程包括:所述数据管理单元通过数据接口标准规则上传监测数据,同时向所述环境感知单元发送控制信息。数据管理单元200可实现感知数据和控制信息的双向传递,通过传输网将采集的信息实时准确地传递到应用层。数据管理单元200数据交换管理统一按照制定的交换接口标准规则上传监测数据,同时向环境感知单元100发送控制信息,实现感知数据和控制信息的双向传递,通过传输网将采集的信息实时准确地传递到应用控制单元300,便于应用控制单元300实时监测并分析上述数据,采取应对措施、建议等。It should be noted that the working process of the data management unit 200 includes: the data management unit uploads monitoring data through a data interface standard rule, and simultaneously sends control information to the environment sensing unit. The data management unit 200 can implement bidirectional delivery of the sensing data and the control information, and the collected information is accurately transmitted to the application layer in real time through the transmission network. The data management unit 200 uploads the monitoring data according to the standard rules of the exchange interface, and sends the control information to the environment sensing unit 100 to realize the two-way transmission of the sensing data and the control information. The collected information is accurately transmitted in real time through the transmission network. The application control unit 300 facilitates the application control unit 300 to monitor and analyze the above data in real time, and take countermeasures, suggestions, and the like.

应用控制单元300,用于实时监测并分析所述环境感知单元100采集到的信息,根据所述分析结果,采取应对措施。The application control unit 300 is configured to monitor and analyze the information collected by the environment sensing unit 100 in real time, and take countermeasures according to the analysis result.

应用控制单元300可实现物联网数据分析应用,同时具有“一张图”式的信息发布与展现、环境预警及决策支持功能,实现物联网的智能监控特性。可以在任何时候、任何地点监测所采集的信息,对环境状况进行实时跟踪和分析,以及根据环境变化采取相应措施,实现了实时监测的要求。应用主要包括数据建模、搜索引擎、动态监控、环境预警、决策支持、报表管理功能。The application control unit 300 can implement the Internet of Things data analysis application, and has the “one map” type information release and presentation, environmental warning and decision support functions, and realizes the intelligent monitoring feature of the Internet of Things. The collected information can be monitored at any time and any place, real-time tracking and analysis of environmental conditions, and corresponding measures based on environmental changes to achieve real-time monitoring requirements. Applications include data modeling, search engine, dynamic monitoring, environmental warning, decision support, and report management.

应用控制单元300,还用于,提供实时动态监控功能,实时上报环境质量状况和变化趋势、跟踪污染源变化情况、准确预警并及时处置各类环境突发事件。The application control unit 300 is further configured to provide real-time dynamic monitoring functions, report environmental quality status and change trends in real time, track changes in pollution sources, accurately alert, and timely handle various environmental emergencies.

可选的,本发明实施例所述的环境监测系统10采用无线传感网络技术、数据挖掘技术、数据库技术、GIS技术、数理统计学以及水质污染模型等相关信息技术相结合的方法,针对监测区水质气环境进行安全预警。Optionally, the environment monitoring system 10 according to the embodiment of the present invention uses a combination of wireless sensor network technology, data mining technology, database technology, GIS technology, mathematical statistics, and water pollution model to monitor District water quality gas environment for safety warning.

应用控制单元300,还用于,Application control unit 300, also used,

通过采集到的数据、信息、现有知识和建模技术,辅助决策者从不同维度 综合分析和监测环境状态。Help decision makers from different dimensions through collected data, information, existing knowledge and modeling techniques Comprehensive analysis and monitoring of environmental conditions.

可选的,本发明实施例所述的系统10综合利用各种数据、信息、知识和模型技术,辅助决策者解决决策问题的人机交互系统,根据研究区生态环境的空间组合关系建立模型,将环境监测与管理技术与决策支持系统的思想相结合建立环境资源决策支持系统,并设计开发生态环境监测与管理智能决策支持系统(EMIDSS),提出资源合理利用及环境整治的方案。Optionally, the system 10 according to the embodiment of the present invention comprehensively utilizes various data, information, knowledge, and model technologies to assist a decision maker in solving a human-computer interaction system for decision-making problems, and establishes a model according to a spatial combination relationship of the ecological environment of the research area. The environmental monitoring and management technology and the decision support system are combined to establish an environmental resource decision support system, and the Eco-Environmental Monitoring and Management Intelligent Decision Support System (EMIDSS) is designed and developed, and a plan for rational resource utilization and environmental remediation is proposed.

本发明实施例所述的系统10可提供实时动态监控功能,全面反映环境质量状况和变化趋势、跟踪污染源变化情况、准确预警并及时处置各类环境突发事件。The system 10 described in the embodiments of the present invention can provide real-time dynamic monitoring functions, comprehensively reflect environmental quality conditions and changing trends, track changes in pollution sources, accurately alert, and timely handle various environmental emergencies.

本发明实施例可通过环境感知单元采集到目标区域的精确环境信息,通过数据管理单元对上述采集到的环境信息的处理,通过应用控制单元为决策者提供管理、决策等关键信息,提高环境监测准确度。The embodiment of the present invention can collect accurate environmental information of the target area through the environment sensing unit, process the collected environmental information through the data management unit, and provide key information such as management and decision-making for the decision maker through the application control unit to improve environmental monitoring. Accuracy.

本发明实施例还提供一种计算机存储介质,其中,该计算机存储介质可存储有程序,该程序执行时包括上述方法实施例中记载的任何一种服务进程的监控方法的部分或全部步骤。The embodiment of the present invention further provides a computer storage medium, wherein the computer storage medium may store a program, and the program includes some or all of the steps of the monitoring method of any one of the service processes described in the foregoing method embodiments.

需要说明的是,对于前述的各方法实施例,为了简单描述,故将其都表述为一系列的动作组合,但是本领域技术人员应该知悉,本发明并不受所描述的动作顺序的限制,因为依据本发明,某些步骤可以采用其他顺序或者同时进行。其次,本领域技术人员也应该知悉,说明书中所描述的实施例均属于优选实施例,所涉及的动作和模块并不一定是本发明所必须的。It should be noted that, for the foregoing method embodiments, for the sake of simple description, they are all expressed as a series of action combinations, but those skilled in the art should understand that the present invention is not limited by the described action sequence. Because certain steps may be performed in other sequences or concurrently in accordance with the present invention. In addition, those skilled in the art should also understand that the embodiments described in the specification are all preferred embodiments, and the actions and modules involved are not necessarily required by the present invention.

在上述实施例中,对各个实施例的描述都各有侧重,某个实施例中没有详述的部分,可以参见其他实施例的相关描述。In the above embodiments, the descriptions of the various embodiments are different, and the details that are not detailed in a certain embodiment can be referred to the related descriptions of other embodiments.

在本申请所提供的几个实施例中,应该理解到,所揭露的装置,可通过其它的方式实现。例如,以上所描述的装置实施例仅是示意性的,例如所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式,例如多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些接口,装置或单元的间接耦合或通信连接,可以是电性或其它的形式。 In the several embodiments provided herein, it should be understood that the disclosed apparatus may be implemented in other ways. For example, the device embodiments described above are only illustrative. For example, the division of the unit is only a logical function division. In actual implementation, there may be another division manner, for example, multiple units or components may be combined or may be Integrate into another system, or some features can be ignored or not executed. In addition, the mutual coupling or direct coupling or communication connection shown or discussed may be an indirect coupling or communication connection through some interface, device or unit, and may be electrical or otherwise.

所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本实施例方案的目的。The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of the embodiment.

另外,在本发明各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。上述集成的单元既可以采用硬件的形式实现,也可以采用软件功能单元的形式实现。In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.

所述集成的单元如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个计算机可读取存储介质中。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分或者该技术方案的全部或部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备(可为个人计算机、服务器或者网络设备等)执行本发明各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、只读存储器(ROM,Read-Only Memory)、随机存取存储器(RAM,RandomAccess Memory)、移动硬盘、磁碟或者光盘等各种可以存储程序代码的介质。The integrated unit, if implemented in the form of a software functional unit and sold or used as a standalone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention, which is essential or contributes to the prior art, or all or part of the technical solution, may be embodied in the form of a software product stored in a storage medium. A number of instructions are included to cause a computer device (which may be a personal computer, server or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention. The foregoing storage medium includes: a U disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic disk, or an optical disk, and the like, which can store program codes.

本领域普通技术人员可以理解上述实施例的各种方法中的全部或部分步骤是可以通过程序来指令相关的硬件来完成,该程序可以存储于一计算机可读存储介质中,存储介质可以包括:闪存盘、只读存储器(英文:Read-Only Memory,简称:ROM)、随机存取器(英文:RandomAccess Memory,简称:RAM)、磁盘或光盘等。A person skilled in the art may understand that all or part of the various steps of the foregoing embodiments may be performed by a program to instruct related hardware. The program may be stored in a computer readable storage medium, and the storage medium may include: Flash disk, read-only memory (English: Read-Only Memory, referred to as: ROM), random accessor (English: Random Access Memory, referred to as: RAM), disk or optical disk.

以上对本发明实施例所提供的一种环境监测系统进行了详细介绍,本文中应用了具体个例对本发明的原理及实施方式进行了阐述,以上实施例的说明只是用于帮助理解本发明的方法及其核心思想;同时,对于本领域的一般技术人员,依据本发明的思想,在具体实施方式及应用范围上均会有改变之处,综上所述,本说明书内容不应理解为对本发明的限制。 The environment monitoring system provided by the embodiment of the present invention is described in detail. The principles and embodiments of the present invention are described in the following. The description of the above embodiments is only for helping to understand the method of the present invention. And the core idea of the present invention; at the same time, those skilled in the art, according to the idea of the present invention, there will be changes in the specific embodiments and application scope. In summary, the content of the present specification should not be construed as the present invention. limits.

Claims (10)

一种环境监测系统,其特征在于,所述系统包括:环境感知单元、与所述环境感知单元连接的数据管理单元及与所述数据管理单元连接的应用控制单元,其中,An environment monitoring system, comprising: an environment sensing unit, a data management unit connected to the environment sensing unit, and an application control unit connected to the data management unit, wherein 所述环境感知单元,用于采集监控对象的数据;The environment sensing unit is configured to collect data of the monitored object; 所述数据管理单元,用于管理所述环境感知单元采集的数据,进行数据交换管理;The data management unit is configured to manage data collected by the environment sensing unit, and perform data exchange management; 所述应用控制单元,用于实时监测并分析所述环境感知单元采集到的信息,根据所述分析结果,采取应对措施。The application control unit is configured to monitor and analyze information collected by the environment sensing unit in real time, and take countermeasures according to the analysis result. 如权利要求1所述的系统,其特征在于,所述环境感知单元,包括:水质监测模块、大气监测模块及甲醛检测模块,其中,The system of claim 1, wherein the environment sensing unit comprises: a water quality monitoring module, an air monitoring module, and a formaldehyde detecting module, wherein 所述水质监测模块,用于采集并传输水体数据;The water quality monitoring module is configured to collect and transmit water body data; 所述大气监测模块,用于采集并传输大气数据;The atmospheric monitoring module is configured to collect and transmit atmospheric data; 所述甲醛监测模块,用于采集监测区域中的甲醛数据。The formaldehyde monitoring module is configured to collect formaldehyde data in the monitoring area. 如权利要求2所述的系统,其特征在于,所述水体数据包括:The system of claim 2 wherein said water body data comprises: 水温值、pH值、溶解氧(DO)值、电导率值、浊度值。Water temperature value, pH value, dissolved oxygen (DO) value, conductivity value, turbidity value. 如权利要求2所述的系统,其特征在于,所述大气数据包括:The system of claim 2 wherein said atmospheric data comprises: 光照强度值、气压值、温度值、空气湿度值。Light intensity value, air pressure value, temperature value, air humidity value. 如权利要求2所述的系统,其特征在于,所述甲醛数据包括:The system of claim 2 wherein said formaldehyde data comprises: 监测区域的甲醛浓度值。The concentration of formaldehyde in the monitored area. 如权利要求1所述的系统,其特征在于,所述数据管理单元还用于:The system of claim 1 wherein said data management unit is further configured to: 提供报表设计工具、提供搜索引擎。 Provide report design tools and provide search engines. 如权利要求1所述的系统,其特征在于,所述数据管理单元的工作过程包括:The system of claim 1 wherein the working process of the data management unit comprises: 所述数据管理单元通过数据接口标准规则上传监测数据,同时向所述环境感知单元发送控制信息。The data management unit uploads monitoring data through a data interface standard rule, and simultaneously sends control information to the environment sensing unit. 如权利要求1所述的系统,其特征在于,所述应用控制单元,还用于,The system of claim 1 wherein said application control unit is further 通过采集到的数据、信息、现有知识和建模技术,辅助决策者从不同维度综合分析和监测环境状态。Through the collected data, information, existing knowledge and modeling techniques, assist decision makers to comprehensively analyze and monitor environmental conditions from different dimensions. 如权利要求6所述的系统,其特征在于,所述搜索引擎包括:数据搜索引擎及地理信息引擎。The system of claim 6 wherein said search engine comprises: a data search engine and a geographic information engine. 如权利要求1所述的系统,其特征在于,所述应用控制单元,还用于,提供实时动态监控功能,实时上报环境质量状况和变化趋势、跟踪污染源变化情况、准确预警并及时处置各类环境突发事件。 The system according to claim 1, wherein the application control unit is further configured to provide real-time dynamic monitoring function, report environmental quality status and change trend in real time, track changes in pollution sources, accurately alert, and timely dispose of various types. Environmental emergencies.
PCT/CN2017/072392 2017-01-24 2017-01-24 Environment monitoring system Ceased WO2018137121A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
PCT/CN2017/072392 WO2018137121A1 (en) 2017-01-24 2017-01-24 Environment monitoring system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2017/072392 WO2018137121A1 (en) 2017-01-24 2017-01-24 Environment monitoring system

Publications (1)

Publication Number Publication Date
WO2018137121A1 true WO2018137121A1 (en) 2018-08-02

Family

ID=62977869

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2017/072392 Ceased WO2018137121A1 (en) 2017-01-24 2017-01-24 Environment monitoring system

Country Status (1)

Country Link
WO (1) WO2018137121A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113819954A (en) * 2021-10-19 2021-12-21 西安东方宏业科技股份有限公司 An environmental monitoring system for a smart city

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130328697A1 (en) * 2012-05-24 2013-12-12 Douglas H. Lundy Threat detection system and method
CN203909600U (en) * 2014-06-20 2014-10-29 浙江天工自信科技工程有限公司 Movable module-assembled-type real-time remote transmission environmental monitoring system
CN104699016A (en) * 2013-12-06 2015-06-10 大连灵动科技发展有限公司 Environmental Monitoring and Management System Based on Internet of Things
CN105046454A (en) * 2015-09-01 2015-11-11 东北农业大学 River basin water-based environment management decision support system
CN105306601A (en) * 2015-11-25 2016-02-03 上海市水务规划设计研究院 Distributed meteorological and hydrological information processing method
CN105651336A (en) * 2016-01-25 2016-06-08 无锡点创科技有限公司 Pollution source dynamic data monitoring system and method
CN106840259A (en) * 2017-01-24 2017-06-13 深圳企管加企业服务有限公司 Environmental monitoring system

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20130328697A1 (en) * 2012-05-24 2013-12-12 Douglas H. Lundy Threat detection system and method
CN104699016A (en) * 2013-12-06 2015-06-10 大连灵动科技发展有限公司 Environmental Monitoring and Management System Based on Internet of Things
CN203909600U (en) * 2014-06-20 2014-10-29 浙江天工自信科技工程有限公司 Movable module-assembled-type real-time remote transmission environmental monitoring system
CN105046454A (en) * 2015-09-01 2015-11-11 东北农业大学 River basin water-based environment management decision support system
CN105306601A (en) * 2015-11-25 2016-02-03 上海市水务规划设计研究院 Distributed meteorological and hydrological information processing method
CN105651336A (en) * 2016-01-25 2016-06-08 无锡点创科技有限公司 Pollution source dynamic data monitoring system and method
CN106840259A (en) * 2017-01-24 2017-06-13 深圳企管加企业服务有限公司 Environmental monitoring system

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113819954A (en) * 2021-10-19 2021-12-21 西安东方宏业科技股份有限公司 An environmental monitoring system for a smart city

Similar Documents

Publication Publication Date Title
Bo et al. Particle pollution estimation from images using convolutional neural network and weather features
CN201594088U (en) Novel indoor wireless air quality monitor
CN115876655B (en) System and method for monitoring whole process of explosion-related dust in limited space
CN104715129A (en) Mental health state assessment system and method based on mobile equipment using behavior
CN106021613A (en) Bridge health monitoring system based on Hadoop
CN110473598A (en) A kind of psychological test plateform system of knowledge based map
CN118378050A (en) Logistics service monitoring system based on big data
CN116359285A (en) Oil gas concentration intelligent detection system and method based on big data
CN119339456A (en) A long-tail scene recognition method, device, medium and product based on vehicle supervision data
CN118710072A (en) Regional marine ecological quality assessment method based on machine learning
CN1806501B (en) Marine phytoplankton automatic distinguishing method and apparatus
Shi et al. Research on Air Quality Monitoring System Based on STM32 Single Chip Microcomputer
CN106774054A (en) GIS device analysis system and method based on the identification of complicated unstructured data
WO2018137121A1 (en) Environment monitoring system
CN107480630A (en) A kind of method that Ecological Function zoning is carried out using remote sensing technology
CN113624279B (en) Biological diversity real-time monitoring and analyzing system based on sound scene big data
CN105784937B (en) The data visualization method and system of gas benzene homologues detection
CN106840259A (en) Environmental monitoring system
CN109945913A (en) A kind of environmental quality on-line monitoring management system and its implementation
CN205449948U (en) Visual system of data that gaseous benzene series physical prospecting was surveyed
CN105054950A (en) Method for measuring insecurity psychology under interaction effect of construction site multiple information factors by means of behavior data platform
CN104510482B (en) A digital performance sensory data acquisition system
TW201610903A (en) Online learning style automated diagnostic system, online learning style automated diagnostic method and computer readable recording medium
CN211477413U (en) Body temperature detection device that can fix a position and body temperature detection monitored control system based on thing networking
CN202049114U (en) Portable beef quality graded detection instrument based on embedded machine visual sense technology

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: 17893880

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: 17893880

Country of ref document: EP

Kind code of ref document: A1