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CN109631995A - One kind monitoring system based on Embedded subsurface environment - Google Patents

One kind monitoring system based on Embedded subsurface environment Download PDF

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Publication number
CN109631995A
CN109631995A CN201811555127.4A CN201811555127A CN109631995A CN 109631995 A CN109631995 A CN 109631995A CN 201811555127 A CN201811555127 A CN 201811555127A CN 109631995 A CN109631995 A CN 109631995A
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data
monitoring
server
underground
monitoring terminal
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武风波
赵盼
吕茜彤
范梦宁
杨思捷
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Xian University of Science and Technology
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Xian University of Science and Technology
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Priority to CN201811555127.4A priority Critical patent/CN109631995A/en
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    • 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

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  • General Physics & Mathematics (AREA)
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Abstract

The invention discloses one kind to monitor system based on Embedded subsurface environment, pass through application sensor technology, mobile communication technology and embedded technology, environmental data mobile monitoring terminal under planned well, data monitoring center in data processing centre and well, three parts form second level monitoring network.Mode realizes that data are transmitted by wireless communication between underground moving monitoring terminal and data processing, and data processing centre carries out data exchange, processing, analysis by wire transmission module and data monitoring center.The environmental parameter acquired to underground may be implemented in data monitoring system on well and image is analyzed and alarmed in real time, and performance is stablized, and realizes the long-range transmission of data.Test result shows that system design is reasonable, easy for installation, energy conservation and environmental protection, is with good expansibility, and can satisfy demand of the underground construction environment to safety, reliability, realizes monitoring, the alarm of subsurface environment situation.

Description

One kind monitoring system based on Embedded subsurface environment
Technical field
The invention belongs to subsurface environment monitoring technical fields, specifically, being related to a kind of based on Embedded subsurface environment Monitoring system.
Background technique
Coal in China, rich in mineral resources, coal account for total output of primary energy in the application of China's energy industry 76% and total quantity consumed 69%.But China generally uses underground mining for the exploitation of coal, mining environment is severe, underground A series of security risks such as the pollution caused by coal dust that exploitation gas density is excessively high, exploitation generates do not threaten underground work people all the time The personal safety of member.According to incompletely statistics, under Chinese large-sized coal mining environment, middle highly gassy mine accounts for about 44.4%, and big There are about 91.35% exploitation Minepit environments coal dust explosion hazard, and only national gas accident in 2017 has 219, therefore to coal It is extremely important that the workbench of mine operation carries out safety monitoring.
Most of traditional mine environmental monitoring system is wired connection type, and system wiring is more, power consumption is big, construction is multiple Miscellaneous and later maintenance is difficult etc..With the development of science and technology, Internet of Things is increasingly becoming the one of health control coal mine equipment in recent years Kind technological means is badly in need of a kind of based on Embedded subsurface environment monitoring system in the prior art.
Summary of the invention
The purpose of the present invention is to provide one kind to monitor system based on Embedded subsurface environment, by underground mine ring Border site inspection, the analysis to subsurface environment and toxic gas, in conjunction with embedded technology, technology of Internet of things, wireless communication skill Art and wireless sensor etc., design is a set of to be not only able to satisfy the shared Underground well environmental monitoring system of teledata simultaneously but also energy Take into account the demands such as energy conservation and environmental protection, easy to operate and performance stabilization.
Its technical solution is as follows:
One kind is based in Embedded subsurface environment monitoring system, including mobile monitoring terminal, data processing centre and well Data monitoring center three parts monitor the ZigBee module that terminal central processing unit includes, each mobile prison by underground moving MESH network is formed between the ZigBee module of survey terminal, a local area network is formed in the MESH network of composition, is formed herein Data wireless networks transmission is carried out in local area network, realizes that the data for monitoring terminal to downhole data processing center from underground moving pass Defeated, data processing centre is passed to data by cable-network transmission module in the data for receiving mobile monitoring center and transmitting Data monitoring center, data monitoring center swap data, analyze, handle.
Further, the mobile monitoring terminal is using tetra- core embeded processor of Exynos-4412Cortex-A9 as core, Zigbee module, sensor module, alarm module, intrinsic safety electric source module, GPRS module and expansion interface are expanded, is realized multiple Acquisition of the data acquisition node to data, and to the wireless reception of progress of the data of acquisition, summarize, show, and pass through Zigbee module is formed centrally MESH network in mobile monitoring terminal and Data processing, and the wireless hair of data is realized with MESH network It send, sends data to subsurface environment monitoring terminal server.
Further, the data processing centre is mainly used for receiving and storing the environment shape that each mobile monitoring terminal issues Condition information is also used to subsurface environment condition information being sent to data monitoring center on well.
Further, monitoring environmental data server is sent to after data processing centre is handled by receiving on the well The data of data server on well carry out the configuration of server first, complete to postpone matching for server, so that it may realize transmission Data it is visible in local scope.
Further, environmental data server including on subsurface environment monitoring terminal software, data processing centre's software and well Three parts of software;
The mobile monitoring terminal is mainly responsible for temperature, CO and the gas density of acquisition mine, and by collected data It is sent to data processing centre.Subsurface environment mobile monitoring terminal system operates in monitoring server, and entire mobile monitoring is whole Hardware frame is held to carry out Development of Module mainly in combination with database server.Environmental monitoring system is by monitoring management software and rear number of units It is formed according to library, the former includes the modules such as data transmission, processing and display.Wireless sensor network and monitoring system are realized in data transmission Between data interaction, data processing realizes the functions such as acquisition, analysis and conversion of data, and the display of data is to realize underground coal mine The window of environmental monitoring can show the real time data that downhole detection arrives;
Core of the data processing server as subsurface environment Data Analysis Services, it is main to complete from mobile monitoring end The reception of the data transmitted on end carries out analytical judgment and early warning to the data received after the reception for completing data, And the work such as database design are completed, co-ordination is carried out between each sub-function module of data processing server, realizes underground The basic function of environmental data processing server.Data processing server is by environmental monitoring terminal under received well by wirelessly sending out The normal data of the data received and the preparatory initializing set of program is compared, is analyzed, obtains data by the data sent As a result, if the data in the data analysis result and critical field of transmission are inconsistent, server can pass through warning device for analysis It alarms, and abnormal data can will be present by being packaged compression, be sent to underground moving environmental monitoring with wireless device Terminal, subsurface environment monitors terminal and shows its state of problems on liquid crystal display by marking red form, and passes through GPRS sends alarm message to care provider.
The present invention relates to one kind to monitor system based on Embedded subsurface environment, has the advantages that
1. the present invention monitors system run all right, can be realized underground in simulation subsurface environment test discovery, subsurface environment The acquisition and wireless transmission of environment parameters, data sharing and long-range monitoring.2. being based on embedded technology, wireless communication technique And the Underground well environmental monitoring system that technology of Internet of things is realized is good in real-time and performance in hommization monitoring, with wide General social use value.3. wireless transport module, the long-range transmission of subsurface environment data and shared may be implemented, while can be with It realizes remote alarms, the supervision cost of personnel is reduced for subsurface environment supervision, is played effectively simultaneously for subsurface environment Effect of contraction.4. system comparatively perfect, low in cost, pressure to subsurface environment may be implemented by efficiently using the system Property monitoring, improve subsurface environment monitoring automatization level, for coal mine operation have certain safety guarantee.
Detailed description of the invention
Fig. 1 is that subsurface environment monitors terminal main assembly block diagram;
Fig. 2 is that subsurface environment monitors the system composition block diagram;
Fig. 3 is monitoring terminal composition block diagram;
Fig. 4 is monitoring terminal software flow chart;
Fig. 5 is server data communication software flow pattern;
Fig. 6 is that C-terminal shows that each node acquires data.
Specific embodiment
Technical solution of the present invention is described in more detail with reference to the accompanying drawings and detailed description.
1 overall system design scheme
This mine environmental monitoring system is by data monitoring center on mobile monitoring terminal, data processing centre and well this three It is grouped as, the ZigBee module that terminal central processing unit includes is monitored by underground moving, each mobile monitoring terminal MESH network is formed between ZigBee module, a local area network is formed in the MESH network of composition, in the local area network formed herein Data wireless networks transmission is carried out, realizes that the data for monitoring terminal to downhole data processing center from underground moving are transmitted, data Data are passed to data monitoring by cable-network transmission module in the data for receiving mobile monitoring center and transmitting by processing center Center, data monitoring center swap data, analyze, handle.It is as shown in Figure 1 that system integrally forms frame.
2 hardware designs
This system hardware configuration is mainly the design of mobile monitoring terminal part.
The design of 2.1 mobile monitoring terminal hardwares
Mobile monitoring terminal expands Zigbee mould using tetra- core embeded processor of Exynos-4412Cortex-A9 as core The modules such as block, sensor module, alarm module, intrinsic safety electric source module, GPRS module and expansion interface realize that multiple data are adopted Collect acquisition of the node to data, and the wireless reception of the progress to the data of acquisition, summarize, show, and passes through Zigbee module It is formed centrally MESH network in mobile monitoring terminal and Data processing, the wireless transmission of data is realized with MESH network, by data It is sent to subsurface environment monitoring terminal server.Underground monitoring terminal composition block diagram is as shown in Figure 2:
The tetra- core embeded processor of Exynos-4412Cortex-A9 of Samsung is selected in Terminal Design, dominant frequency is up to 1.6GHz, the CPU use newest 32nm HKMG technique, and powerful supports 32k level cache, 1MB L2 cache, enhancing VFP floating point arithmetic structure memory controller be a new generation specification DDR3/LPDDR31600MHZ dual-port, it is possible to provide 12.8GB/S high bandwidth, high definition video decoding, 3D graphical display, high graphics signal etc. under high-resolution, is supported more Kind format video hard decoder, 1080P support MEPG-4/H.263/H.264 encoding and decoding, and 3D graphic core incorporates ARM a new generation Mali-400, support a large amount of API, support OpenG2.0, OpenVG1.1 and OpenCL 1.1Full Profile.
(1) Zigbee module: selecting the CC2530F256 chip of TI company, which is that collection Zigbee and RF4CE is one The chip of body, the enhanced 8051CPU with standard, 256kflash program storage, system carry programming flash memory and 8-KB RAM has 2.4GHz IEEE802.15.4RF transceiver, and has plurality of operating modes, and have between various operational modes There is shorter conversion time, compares the system for meeting the needs of super low-power consumption requirement;It supports 2v-3.6v power supply section, and has 3 kinds The management mode of power supply: awakening mode 0.2ma, sleep pattern 1ua, interrupt mode 0.4ua.And there is high receiving sensitivity And interference free performance, it can satisfy the demand of foundation and the environmental data transmission of underground coal mine network node.
(2) GPRS module: using the SIM900A of SIMCOM company, working frequency is GSM/GPRS 900/1800MHz, GPRS multi-slot class 10/8 and GPRS mobile station class B, GPRS class are supported simultaneously 10 transmission rate maximums can realize the transmission of voice, SMS, data and facsimile message up to 85.6kbps (downlink) with low-power consumption. Module size is 24*24*3mm, standby current 1.5mA.In addition, SIM900A supports serial line interface, SPI interface and SIM card to connect Mouthful.Voltage range 3.2-4.8v is supplied, operating temperature range: -40~+85 DEG C, while GPRS module passes through the mobile phone to binding Transmittable warning message, so that related personnel grasps subsurface environment situation in time.
(3) sensor module: sensing module is mainly made of various kinds of sensors, is used for dynamic acquisition subsurface environment data, Such as temperature and humidity, carbonomonoxide concentration and gas density, including Temperature Humidity Sensor, gas concentration sensor and carbon monoxide Concentration sensor.
Temperature Humidity Sensor: the digital temperature and humidity sensing based on digital module acquisition technique and temperature and humidity sensing technology is selected Device, model are DHT11, which has high reliability and stability;It uses one wire system serial line interface, data transmission Simply, reaction speed is fast, strong antijamming capability, small in size using the single pin package of 4 needles, low in energy consumption.Measurement range is 20- 90%RH0-50 DEG C, signal transmission distance is up on 20 meters.
Carbonomonoxide concentration sensor: selecting CO gas to detect sensor special MQ-7, which is a kind of Semiconductor gas sensor detects carbonomonoxide concentration, sensitivity using high/low temperature cycle detection mode low temperature (1.5V heating) Height, performance are stablized;Using resin-encapsulated, operating temperature: 20 DEG C ± 2 DEG C, 65% ± 5%RH of envionmental humidity, detectable concentration: 10-1000ppm, operating voltage: 5.0V ± 0.1V, VH (height) 5.0V ± 0.1V, VH (low) 1.5V ± 0.1V.
Gas concentration sensor: using semiconductor transducer MQ-4, which uses the lower gas sensitive of conductivity Stannic oxide has very high sensitivity, long service life to methane, and performance is stablized, and operating temperature: 20 DEG C ± 2 DEG C, environment is opposite 65% ± 5%RH of humidity, detectable concentration: 300-10000ppm, operating voltage: 5.0V ± 0.1V, VH (height) 5.0V ± 0.1V, VH (low) 1.5V ± 0.1V.
(4) alarm module: being made of BUZZER buzzer and LED light, and when subsurface environment is normal, buzzer is not rung and LED Lamp holding does not work, and when there is abnormal occur, buzzer issues alarm sound, while LED constantly flashes.
(5) intrinsic safety electric source module: predominantly mobile monitoring terminal provides energy, is mining intrinsic safety electro source, mainly By power supply system, DC/DC conversion circuit, charge-discharge protection circuit and intrinsically safe circuit composition, wherein power supply system uses 5 section lithiums Ion battery group provides 19.5V voltage input.
2.2 data processing centre
Data processing centre is mainly used for receiving and storing the circumstance state information that each mobile monitoring terminal issues, and also uses In subsurface environment condition information is sent to data monitoring center on well.
2.3 data monitoring service devices
Monitoring environmental data server is sent to data clothes on well by receiving after data processing centre is handled on well The data of business device, carry out the configuration of server first, complete to postpone matching for server, so that it may realize the data of transmission in office It is visible within the scope of domain.
3 software designs
Design of System Software mainly includes subsurface environment monitoring terminal software, environment number on data processing centre's software and well According to three parts of server software, the general frame between three is as shown in Figure 3.
The design of 3.1 mobile monitoring terminal softwares
The installation site of each underground moving monitoring terminal is not fixed, and some is mounted on the hazardous gases such as gas and is easier to gush Position out, some are mounted on the mine lamp that underground work personnel are worn, and some is mounted on the mechanical equipments such as booster On, the gas emission that is installed on also changes on faster danger position.
Underground moving monitoring terminal is mainly responsible for temperature, CO and the gas density of acquisition mine, and by collected data It is sent to data processing centre.Subsurface environment mobile monitoring terminal system operates in monitoring server, and entire mobile monitoring is whole Hardware frame is held to carry out Development of Module mainly in combination with database server.Environmental monitoring system is by monitoring management software and rear number of units It is formed according to library, the former includes the modules such as data transmission, processing and display.Wireless sensor network and monitoring system are realized in data transmission Between data interaction, data processing realizes the functions such as acquisition, analysis and conversion of data, and the display of data is to realize underground coal mine The window of environmental monitoring can show the real time data that downhole detection arrives.
3.2 data processing server software designs
Core of the data processing server as subsurface environment Data Analysis Services, it is main to complete from mobile monitoring terminal The reception of the data transmitted carries out analytical judgment and early warning to the data received after the reception for completing data, and complete At work such as database designs, co-ordination is carried out between each sub-function module of data processing server, realizes subsurface environment The basic function of data processing server.Data processing server by environmental monitoring terminal under received well by transmit wirelessly come Data, the normal data of the data received and the preparatory initializing set of program is compared, is analyzed, obtain data analyze As a result, server can be occurred by warning device if the data in the data analysis result and critical field of transmission are inconsistent Alarm, and abnormal data can will be present and compressed by being packaged, it is sent to underground moving environmental monitoring terminal with wireless device, Subsurface environment monitors terminal and shows its state of problems on liquid crystal display by marking red form, and is sent by GPRS Alarm message is to care provider.
The design is created by designing a QTcpServer class in subsurface environment data server software One example of QTcpServer class, by binding server address, monitor IP address and and monitoring terminal prot number, utilize QT Signal and mechanism slot, realize request and the data prediction of data connection.Data communication software flow chart such as Fig. 5 of this software It is shown.
Subsurface environment monitoring server main interface design mainly includes two homepages: the data letter of mobile monitoring terminal acquisition Breath, warning message.Wherein, the data information of each mobile monitoring terminal acquisition reflects the number of each sensor in each monitoring terminal The corresponding IP address of name and server of value or current state and the server.
4 performance tests
In laboratory simulation underground actual environment, subsurface environment mobile monitoring terminal, data processing centre and data service Three end joint test of device, in subsurface environment mobile terminal monitoring system, acquisition, analysis and reception for downhole data are The alarm of system and the display of data meet higher requirement of real-time.ZigBee module is as at mobile monitoring terminal and data The nucleus module at reason center, module overall operation is good, and the receiving and transmission for data have good effect.
Underground work personnel and the supervisor of mobile monitoring terminal, can by logging in oneself account and password, into Enter the server system unified to system, by being analyzed in underground moving monitoring terminal the parameters of subsurface environment, It compares, realizes the pre-alarm to system.In order to verify the practicability of system, in laboratory, closed environment carries out temperature, CO concentration With the test of gas density, monitoring server is entered by log-in interface and enters server system, well can be viewed herein Under every sensor values for being summarized by environment mobile monitoring terminal of each acquisition node, and be compared.Such as Fig. 6 institute Show, shows the collected data of each node.The foregoing is only a preferred embodiment of the present invention, protection of the invention Range is without being limited thereto, and anyone skilled in the art within the technical scope of the present disclosure, can be apparent The simple change or equivalence replacement for the technical solution that ground obtains are fallen within the protection scope of the present invention.

Claims (5)

1.一种基于嵌入式的井下环境监测系统,其特征在于,包括移动监测终端、数据处理中心和井上数据监控中心三部分,通过井下移动监测终端中央处理器包括的ZigBee模块,各个移动监测终端的ZigBee模块间组成MESH网络,在组成的MESH网络中形成一个局域网,在此形成的局域网中进行数据无线网络传输,实现从井下移动监测终端到井下数据处理中心的数据传输,数据处理中心在接收到移动监测中心传来的数据,通过有线网络传输模块将数据传到数据监控中心,数据监控中心对数据进行交换、分析、处理。1. a kind of downhole environment monitoring system based on embedded, it is characterized in that, comprise three parts of mobile monitoring terminal, data processing center and uphole data monitoring center, by the ZigBee module that downhole mobile monitoring terminal central processing unit comprises, each mobile monitoring terminal The ZigBee modules form a MESH network, and a local area network is formed in the formed MESH network, and data wireless network transmission is carried out in the formed local area network to realize the data transmission from the underground mobile monitoring terminal to the underground data processing center, and the data processing center is receiving The data transmitted to the mobile monitoring center is transmitted to the data monitoring center through the wired network transmission module, and the data monitoring center exchanges, analyzes and processes the data. 2.根据权利要求1所述的基于嵌入式的井下环境监测系统,其特征在于,所述移动监测终端以Exynos-4412 Cortex-A9四核嵌入式处理器为核心,拓展Zigbee模块、传感器模块、报警模块、本安电源模块、GPRS模块以及扩展接口,实现多个数据采集节点对数据的采,并对采集的数据的进行无线的接收、汇总、显示,并通过Zigbee模块在移动监测终端与数据处理中心形成MESH网络,用MESH网络实现数据的无线发送,将数据发送至井下环境监测终端服务器。2. The embedded downhole environment monitoring system according to claim 1, wherein the mobile monitoring terminal takes the Exynos-4412 Cortex-A9 quad-core embedded processor as the core, and expands the Zigbee module, sensor module, Alarm module, intrinsically safe power supply module, GPRS module and extension interface, realize the collection of data by multiple data collection nodes, and wirelessly receive, summarize and display the collected data, and use the Zigbee module to monitor the terminal and data on the mobile. The processing center forms a MESH network, and uses the MESH network to realize the wireless transmission of data, and sends the data to the underground environmental monitoring terminal server. 3.根据权利要求1所述的基于嵌入式的井下环境监测系统,其特征在于,所述数据处理中心主要用于接受并存储每个移动监测终端发出的环境状况信息,还用于将井下环境状况信息发送至井上数据监测中心。3. The embedded downhole environment monitoring system according to claim 1, wherein the data processing center is mainly used for accepting and storing the environmental condition information sent by each mobile monitoring terminal, and also for Status information is sent to the uphole data monitoring center. 4.根据权利要求1所述的基于嵌入式的井下环境监测系统,其特征在于,所述井上环境数据监测服务器通过接收经过数据处理中心处理后发送至井上数据服务器的数据,首先进行服务器的配置,在完成服务器的配置后,就能实现传输的数据在局域范围内可见。4 . The embedded downhole environment monitoring system according to claim 1 , wherein the above-hole environment data monitoring server firstly configures the server by receiving the data sent to the up-hole data server after being processed by the data processing center. 5 . , after completing the configuration of the server, the transmitted data can be seen in the local area. 5.根据权利要求1所述的基于嵌入式的井下环境监测系统,其特征在于,包括井下环境监测终端软件、数据处理中心软件和井上环境数据服务器软件三个部分;5. The embedded downhole environment monitoring system according to claim 1 is characterized in that, it comprises three parts: downhole environment monitoring terminal software, data processing center software and uphole environment data server software; 所述移动监测终端主要负责采集矿井的温度、CO和瓦斯浓度,并将采集到的数据发送给数据处理中心;井下环境移动监测终端系统运行在监测服务器上,整个移动监测终端硬件框架主要结合数据库服务器进行模块开发;环境监测系统由监测管理软件和后台数据库组成,前者包括数据传输、处理和显示、模块;数据传输实现无线传感网络与监测系统间的数据交互,数据处理实现数据的获取、分析和转换的功能,数据的显示是实现煤矿井下环境监控的窗口,能显示井下检测到的实时数据;The mobile monitoring terminal is mainly responsible for collecting the temperature, CO and gas concentration of the mine, and sending the collected data to the data processing center; the underground environment mobile monitoring terminal system runs on the monitoring server, and the entire mobile monitoring terminal hardware framework is mainly combined with the database. The server carries out module development; the environmental monitoring system consists of monitoring management software and background database, the former includes data transmission, processing and display, and modules; data transmission realizes data interaction between wireless sensor network and monitoring system, and data processing realizes data acquisition, The function of analysis and conversion, the display of data is the window to realize the monitoring of the underground environment of the coal mine, which can display the real-time data detected in the underground; 所述数据处理服务器作为井下环境数据分析处理的核心,主要完成从移动监测终端上传输过来的数据的接收,在完成数据的接收后对接收到的数据进行分析判断与预警,并完成数据库设计的工作,数据处理服务器的各子功能模块之间进行协调工作,实现井下环境数据处理服务器的基本功能;数据处理服务器通过接收井下环境监测终端通过无线发送来的数据,将接收到的数据与程序预先初始化设定的标准数据进行对比、分析,得出数据分析结果,如果传输的数据分析结果与标准范围内的数据不一致,服务器会通过报警装置发生报警,并且会将存在异常的数据通过打包压缩,用无线设备发送给井下移动环境监测终端,井下环境监测终端将其存在问题的状态通过标红的形式显示在液晶屏上,并通过GPRS发送报警短信给监护人员。As the core of underground environmental data analysis and processing, the data processing server mainly completes the reception of data transmitted from the mobile monitoring terminal, analyzes, judges and warns the received data after completing the data reception, and completes the database design. The sub-function modules of the data processing server coordinate work to realize the basic functions of the underground environmental data processing server; the data processing server receives the data sent by the underground environmental monitoring terminal wirelessly, and pre-registers the received data with the program. The initialized standard data is compared and analyzed, and the data analysis result is obtained. If the transmitted data analysis result is inconsistent with the data within the standard range, the server will issue an alarm through the alarm device, and the abnormal data will be packaged and compressed. It is sent to the underground mobile environmental monitoring terminal by wireless equipment, and the underground environmental monitoring terminal will display the status of the problem in the form of red on the LCD screen, and send an alarm short message to the guardian through GPRS.
CN201811555127.4A 2018-12-18 2018-12-18 One kind monitoring system based on Embedded subsurface environment Pending CN109631995A (en)

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CN110685750A (en) * 2019-10-23 2020-01-14 陕西煤业化工技术研究院有限责任公司 Mine disaster megaevent monitoring and early warning system and method
CN110984955A (en) * 2019-11-25 2020-04-10 江苏安能钻掘设备科技有限公司 Remote monitoring system for drilling machine
CN114299702A (en) * 2021-12-22 2022-04-08 晋能控股煤业集团有限公司 Safety risk intelligent real-time prediction and capacity linkage automatic optimization regulation and control system
CN114543876A (en) * 2022-01-14 2022-05-27 四川爱联科技股份有限公司 Environment monitoring system based on wireless transmission

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