CN104165698A - Substation power transformer overheating fault monitoring system based on thermal infrared imager - Google Patents

Substation power transformer overheating fault monitoring system based on thermal infrared imager Download PDF

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Publication number
CN104165698A
CN104165698A CN201410414478.9A CN201410414478A CN104165698A CN 104165698 A CN104165698 A CN 104165698A CN 201410414478 A CN201410414478 A CN 201410414478A CN 104165698 A CN104165698 A CN 104165698A
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China
Prior art keywords
temperature
infrared
thermal infrared
infrared imager
power transformer
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Pending
Application number
CN201410414478.9A
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Chinese (zh)
Inventor
张春雨
刘伟
周彬
崔雅平
吕永喜
王春丽
刘永涛
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.)
State Grid Corp of China SGCC
State Grid Shandong Ling County Power Supply Co Ltd
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State Grid Corp of China SGCC
State Grid Shandong Ling County Power Supply Co Ltd
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Application filed by State Grid Corp of China SGCC, State Grid Shandong Ling County Power Supply Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN201410414478.9A priority Critical patent/CN104165698A/en
Publication of CN104165698A publication Critical patent/CN104165698A/en
Pending legal-status Critical Current

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    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04SSYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S40/00Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
    • Y04S40/12Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
    • Y04S40/126Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment using wireless data transmission

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  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)

Abstract

本发明涉及基于红外热像仪的变电站电力变压器过热故障监测系统,数据采集模块接收红外热像仪输出的数据,数据采集模块将红外热像仪摄取的红外图像采集到计算机监测软件系统中供红外图像处理模块进行处理和摄取的温度数据信息传输给温度测量显示模块,对红外图像处理模块采集到的红外图像进行图片格式变换后传输给图像显示器,温度测量显示模块的输出端连接有温度显示报警器。本发明的基于红外热像仪的变电站电力变压器过热故障监测系统,利用在线监测软件系统可以实现对变压器的在线定时全自动温度监测、智能化故障报警,做到无人值守变电站电力变压器的远程温度监控,节省了大量人力物力,实现电力设备从传统的计划检修向预知状态检修的转变。

The invention relates to a substation power transformer overheating fault monitoring system based on an infrared thermal imager. The data acquisition module receives the data output by the infrared thermal imager, and the data acquisition module collects the infrared image captured by the infrared thermal imager into a computer monitoring software system for infrared monitoring. The temperature data information processed and captured by the image processing module is transmitted to the temperature measurement display module, and the infrared image collected by the infrared image processing module is converted to the image format and then transmitted to the image display. The output terminal of the temperature measurement display module is connected to a temperature display alarm device. The substation power transformer overheating fault monitoring system based on the infrared thermal imager of the present invention can realize the online timing automatic temperature monitoring and intelligent fault alarm of the transformer by using the online monitoring software system, and realize the remote temperature monitoring of the unattended substation power transformer Monitoring saves a lot of manpower and material resources, and realizes the transformation of power equipment from traditional planned maintenance to predictive condition maintenance.

Description

Converting station electric power transformer overheating fault monitoring system based on thermal infrared imager
Technical field
The present invention relates to the field of power technology, especially the converting station electric power transformer overheating fault monitoring system based on thermal infrared imager.
Background technology
Converting station electric power transformer overheating fault on-line monitoring system based on thermal infrared imager is realized converting station electric power transformer is carried out to overheating fault on-line monitoring and auto-alarm function.Converting station electric power transformer, as the visual plant of Operation of Electric Systems, causes occurring various faults because long-time running adds the impact of environmental factor, thereby affects the operation of whole electric power system, and cause economic loss.Along with the fast development of modern electric industry, electric power system is more and more higher to the dispensing quality requirements of electric energy, and in electric system, any one link generation problem of electrical energy production, conveying, distribution all can have influence on the normal operation of whole system.Transformer station, as the key link of Operation of Electric Systems, ensures its safe operation and ensures that the power equipment moment, in stablizing good running status, is the important process of managing in shop.Therefore, the power equipment of transformer station is carried out to real time on-line monitoring, be conducive to ensure power system safety and stability operation, reduce electric equipment maintenance cost, ensure the quality of power supply and power supply reliability, be also extremely important for the aspect such as sustainable growth and the normal electricity consumption of people's lives that ensures national economy.
The trouble location of converting station electric power transformer and reason have varied, can be divided into substantially internal fault and external fault.The long-term experiment data that provide according to kiowatt and a large amount of comprehensive statistics of observing, most transformer faults position is all with fever phenomenon, by experimental data, break down Shi Douyou obvious thermal source position with thermal phenomenon of more than 90% power equipment, therefore, whether monitoring transformer generates heat can be judged most transformer fault types extremely, for further equipment inspection provides important evidence, as can be seen here, temperature to power equipment is monitored closely, is the indispensable means that ensure power equipment reliability service.Electric system at present all adopts Handheld infrared thermal imager to detect to the fault detect of power transformer conventionally, and Handheld infrared thermal imager has certain limitation: need manual operation; Can not monitor power transformer continuously; Cannot initiative alarming etc.
Summary of the invention
The technical problem to be solved in the present invention is: in order to overcome the problem of above-mentioned middle existence, provide a kind of converting station electric power transformer overheating fault monitoring system based on thermal infrared imager.
The technical solution adopted for the present invention to solve the technical problems is: a kind of converting station electric power transformer overheating fault monitoring system based on thermal infrared imager, comprise the thermal infrared imager for monitoring power electric transformer, industrial computer and control computing machine, described thermal infrared imager sends to industrial computer by the transmission medium carrying by temperature data, industrial computer is transferred to control computing machine by power private network by signal, described industrial computer comprises data acquisition module, infrared image processing module, the temperature survey display module joining with infrared image processing module and the remote monitoring module being connected with temperature survey display module, described data acquisition module receives the data of thermal infrared imager output, data acquisition module by the infrared image acquisition of thermal infrared imager picked-up to the temperature data communication of processing and absorbing for infrared image processing module in computer monitoring software systems to temperature survey display module, the infrared image that infrared image processing module is collected carries out being transferred to image display after picture format conversion, the output terminal of temperature survey display module is connected with temperature display alarm.
Described thermal infrared imager comprises optical system, infrared eye and signal conditioning equipment and signal stage process handling equipment, optical system receives the infrared radiation of testee, convert by infrared eye the infrared radiation receiving to electric signal, electric signal after conversion utilizes signal preprocessor equipment to carry out pre-service, pretreated signal is transferred to signal stage process handling equipment, on signal stage process handling equipment, is connected with input equipment, output device, the network port and memory device.
Described industrial computer also comprises the storage server for storing transformer thermograph, and storage server is connected with image display.
Carry in order to realize far-end, described temperature display alarm output terminal is connected with SMS (Short Messaging Service) receiving terminal.
Described industrial computer also comprise for detection of the load detection device of transformer load, for detection of the temperature-detecting device of environment temperature, for detection of in the humidity detector of ambient humidity any one or multiple, load detection device, temperature-detecting device or humidity detector are connected with infrared image processing module respectively.
The invention has the beneficial effects as follows that the converting station electric power transformer overheating fault monitoring system based on thermal infrared imager of the present invention utilizes thermal infrared imager to gather infrared picture data and temperature data that thermal infrared imager generates; Utilize on-line monitoring software systems can realize the online timing Full-automatic temperature monitoring of transformer, intelligent overtemperature fault alarm, accomplish the remote temperature monitoring of unattended operation transformer station power transformer, save a large amount of manpower and materials, finally realized the transformation of power equipment from traditional scheduled overhaul to precognition repair based on condition of component.
Brief description of the drawings
Below in conjunction with drawings and Examples, the present invention is further described.
Fig. 1 is structural representation of the present invention;
Fig. 2 is the structured flowchart of thermal infrared imager in Fig. 1;
Fig. 3 is the structured flowchart of industrial computer in Fig. 1;
Fig. 4 is the process flow diagram of thermal infrared imager operation.
1. thermal infrared imagers in figure, 11. optical systems, 12. infrared eyes, 13. signal conditioning equipments, 14. signal stage process handling equipments, 15. input equipments, 16. output devices, 17. network ports, 18. memory device 2. industrial computers, 21. data acquisition modules, 22. infrared image processing modules, 23. temperature survey display modules, 24. remote monitoring modules, 25. image displays, 26. temperature display alarms, 27. storage servers, 28. SMS (Short Messaging Service) receiving terminals, 29. load detection devices, 210. temperature-detecting device, 211. humidity detector, 3. control computing machine.
Embodiment
In conjunction with the accompanying drawings, the present invention is further detailed explanation.These accompanying drawings are the schematic diagram of simplification, and basic structure of the present invention is only described in a schematic way, and therefore it only shows the formation relevant with the present invention.
The converting station electric power transformer overheating fault monitoring system based on thermal infrared imager as shown in Figure 1, comprise thermal infrared imager 1, industrial computer 2 and control computing machine 3 for monitoring power electric transformer, thermal infrared imager 1 sends to industrial computer 2 by the transmission medium carrying by temperature data, and industrial computer 2 is transferred to signal to control computing machine 3 by power private network.
The converting station electric power transformer overheating fault monitoring system based on thermal infrared imager as shown in Figure 2, thermal infrared imager 1 comprises optical system 11, infrared eye 12 and signal conditioning equipment 13 and signal stage process handling equipment 14, optical system 11 receives the infrared radiation of testee, convert by infrared eye 12 infrared radiation receiving to electric signal, electric signal after conversion utilizes signal preprocessor equipment 13 to carry out pre-service, pretreated signal is transferred to signal stage process handling equipment 14, on signal stage process handling equipment 14, be connected with input equipment 15, output device 16, the network port 17 and memory device 18.
The converting station electric power transformer overheating fault monitoring system based on thermal infrared imager as shown in Figure 3, industrial computer 2 comprises data acquisition module 21, infrared image processing module 22, the temperature survey display module 23 joining with infrared image processing module 22, the remote monitoring module 24 being connected with temperature survey display module 23, for storing the storage server 27 of transformer thermograph, for detection of the load detection device 29 of transformer load, for detection of the temperature-detecting device 210 of environment temperature, for detection of in the humidity detector 211 of ambient humidity any one or multiple, data acquisition module 21 receives the data that thermal infrared imager 1 is exported, the infrared image acquisition that data acquisition module 21 absorbs thermal infrared imager 1 to the temperature data communication of processing and absorbing for infrared image processing module 22 in computer monitoring software systems to temperature survey display module 23, load detection device 29, temperature-detecting device 210 or humidity detector 211 are connected with infrared image processing module 22 respectively, the infrared image that infrared image processing module 22 is collected carries out being transferred to image display 25 after picture format conversion, image display 25 is connected with storage server 27, the output terminal of temperature survey display module 23 is connected with temperature display alarm 26, temperature display alarm 26 output terminals are connected with SMS (Short Messaging Service) receiving terminal 28.
Converting station electric power transformer overheating fault monitoring system based on thermal infrared imager of the present invention, utilize optical system 11 in thermal infrared imager 1 to receive the infrared radiation of testee, formed by the outer optical lens of Different Red according to the requirement of visual field size and picture element, play the infrared radiation of testee is converged, the effect of filtering and focusing, infrared eye 12 is converting electric signal to by the infrared radiation of optical system 11, infrared eye adopts non-refrigeration type focal plane thermal imaging system, successively by signal conditioning equipment 13 and signal stage process handling equipment 14, finally utilize output device 16 that image is exported, in operation monitoring system software, thermal infrared imager 1 gathers after infrared image, by data communication module by image data transmission after main frame, transformer overheating fault on-line monitoring software systems receive view data, image and temperature information are processed, realize the repertoire of this on-line monitoring system, by software initialization setting, check the connection status state connected to the network of thermal infrared imager, in the time that thermal infrared imager malunion is normal, determined to ignore or retry or interrupt run software by user, in the time that network malunion is normal, on software interface, pilot lamp prompting malunion is normal, then normally start, if every inspection is all normal, show interface as shown in Figure 4, wherein the timing cycle of timer 1 is 2s, Main Function is the infrared image that shows that in real time thermal infrared imager is taken, in timer 1, the partial function of image processing mode will be called.
Taking above-mentioned foundation desirable embodiment of the present invention as enlightenment, by above-mentioned description, relevant staff can, not departing from the scope of this invention technological thought, carry out various change and amendment completely.The technical scope of this invention is not limited to the content on instructions, must determine its technical scope according to claim scope.

Claims (5)

1. the converting station electric power transformer overheating fault monitoring system based on thermal infrared imager, it is characterized in that: comprise the thermal infrared imager (1) for monitoring power electric transformer, industrial computer (2) and control computing machine (3), described thermal infrared imager (1) sends to industrial computer (2) by the transmission medium carrying by temperature data, industrial computer (2) is transferred to signal to control computing machine (3) by power private network, described industrial computer (2) comprises data acquisition module (21), infrared image processing module (22), the temperature survey display module (23) joining with infrared image processing module (22) and the remote monitoring module (24) being connected with temperature survey display module (23), described data acquisition module (21) receives the data of thermal infrared imager (1) output, data acquisition module (21) by the infrared image acquisition of thermal infrared imager (1) picked-up to the temperature data communication of processing and absorbing for infrared image processing module (22) in computer monitoring software systems to temperature survey display module (23), the infrared image that infrared image processing module (22) is collected carries out being transferred to image display (25) after picture format conversion, the output terminal of temperature survey display module (23) is connected with temperature display alarm (26).
2. the converting station electric power transformer overheating fault monitoring system based on thermal infrared imager according to claim 1, it is characterized in that: described thermal infrared imager (1) comprises optical system (11), infrared eye (12) and signal conditioning equipment (13) and signal stage process handling equipment (14), optical system (11) receives the infrared radiation of testee, convert by infrared eye (12) infrared radiation receiving to electric signal, electric signal after conversion utilizes signal preprocessor equipment (13) to carry out pre-service, pretreated signal is transferred to signal stage process handling equipment (14), on signal stage process handling equipment (14), be connected with input equipment (15), output device (16), the network port (17) and memory device (18).
3. the converting station electric power transformer overheating fault monitoring system based on thermal infrared imager according to claim 1, it is characterized in that: described industrial computer (2) also comprises the storage server (27) for storing transformer thermograph, storage server (27) is connected with image display (25).
4. the converting station electric power transformer overheating fault monitoring system based on thermal infrared imager according to claim 1, is characterized in that: described temperature display alarm (26) output terminal is connected with SMS (Short Messaging Service) receiving terminal (28).
5. the converting station electric power transformer overheating fault monitoring system based on thermal infrared imager according to claim 1, it is characterized in that: described industrial computer (2) also comprises the load detection device (29) for detection of transformer load, for detection of the temperature-detecting device (210) of environment temperature, for detection of in the humidity detector (211) of ambient humidity any one or multiple, load detection device (29), temperature-detecting device (210) or humidity detector (211) are connected with infrared image processing module (22) respectively.
CN201410414478.9A 2014-08-21 2014-08-21 Substation power transformer overheating fault monitoring system based on thermal infrared imager Pending CN104165698A (en)

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Cited By (23)

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CN105223453A (en) * 2015-11-03 2016-01-06 广东电网有限责任公司佛山供电局 Based on substation transformer trouble-shooter and the method for multiple attribute synthetical evaluation
CN105445607A (en) * 2015-11-20 2016-03-30 国网福建省电力有限公司泉州供电公司 Power equipment fault detection method based on isothermal line drawing
CN106227256A (en) * 2016-08-30 2016-12-14 合肥智博电气有限公司 Power distribution cabinet temperature-adjusting device
CN106248215A (en) * 2016-07-27 2016-12-21 广西电网有限责任公司电力科学研究院 A kind of real-time calculating system of power transformer critical component running temperature
WO2017008393A1 (en) * 2015-07-16 2017-01-19 中国矿业大学 Method for testing and controlling fully-mechanized-mining working-face device
CN106597185A (en) * 2015-10-14 2017-04-26 山东鲁能智能技术有限公司 Infrared analysis system and method of primary equipment of transformer station
CN107817052A (en) * 2017-11-30 2018-03-20 国网辽宁省电力有限公司电力科学研究院 Based on the collection of infrared imaging power transformer crusing robot thermal map and communication system
CN107907217A (en) * 2017-11-11 2018-04-13 成都市龙泉星源机械厂 A kind of Novel welder transformer On-line Fault monitoring system and monitoring method
CN108225568A (en) * 2017-12-26 2018-06-29 国网河北省电力有限公司衡水供电分公司 High voltage side of transformer casing fault detection method
CN109781266A (en) * 2019-01-31 2019-05-21 福州大学 A thermal distribution and over-temperature warning system for key parts of electrical equipment in substations
CN109788255A (en) * 2019-01-30 2019-05-21 广州轨道交通建设监理有限公司 A kind of building site fire source monitoring system and building site fire source monitoring method
CN112284451A (en) * 2020-10-22 2021-01-29 北方联合电力有限责任公司包头第二热电厂 Intelligent detection system, device and method for thermal information value
CN112525350A (en) * 2020-10-30 2021-03-19 浙江王奇检测技术有限公司 Electrical equipment detection method based on infrared detection
CN112649469A (en) * 2020-12-10 2021-04-13 国网河南省电力公司检修公司 Mobile phone detection device for transformer substation inspection
CN112857584A (en) * 2021-03-11 2021-05-28 国网山东省电力公司潍坊供电公司 Temperature rise monitoring system for transformer substation overhead line
CN113091909A (en) * 2021-03-09 2021-07-09 郑雪飞 Transformer temperature on-line measuring system
CN113315226A (en) * 2021-05-13 2021-08-27 国网内蒙古东部电力有限公司呼伦贝尔供电公司 Infrared early warning system of transformer substation
CN113358578A (en) * 2021-07-08 2021-09-07 广东电网有限责任公司 Real-time oil quality monitoring device for power transformer
CN113758578A (en) * 2021-09-24 2021-12-07 贵州北盘江电力股份有限公司马马崖分公司 Intelligent thermal imager temperature monitoring system
CN114609158A (en) * 2022-05-12 2022-06-10 山东通广电子有限公司 Substation equipment target and defect intelligent detection equipment based on deep learning
CN115574943A (en) * 2022-08-31 2023-01-06 航粤智能电气股份有限公司 Multipoint temperature acquisition system
CN116504036A (en) * 2023-03-24 2023-07-28 石家庄钢铁有限责任公司 A Transformer Fault Early Warning Method
CN116626420A (en) * 2023-05-23 2023-08-22 浙江浙能兰溪发电有限责任公司 Transformer Thermal Fault Identification Method and System Based on Improved Relative Temperature Difference Method

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WO2017008393A1 (en) * 2015-07-16 2017-01-19 中国矿业大学 Method for testing and controlling fully-mechanized-mining working-face device
CN106597185A (en) * 2015-10-14 2017-04-26 山东鲁能智能技术有限公司 Infrared analysis system and method of primary equipment of transformer station
CN106597185B (en) * 2015-10-14 2019-03-19 山东鲁能智能技术有限公司 Infrared analysis system and method for primary equipment of substation
CN105223453A (en) * 2015-11-03 2016-01-06 广东电网有限责任公司佛山供电局 Based on substation transformer trouble-shooter and the method for multiple attribute synthetical evaluation
CN105445607A (en) * 2015-11-20 2016-03-30 国网福建省电力有限公司泉州供电公司 Power equipment fault detection method based on isothermal line drawing
CN105445607B (en) * 2015-11-20 2018-05-29 国网福建省电力有限公司泉州供电公司 A kind of electrical equipment fault detection method drawn based on thermoisopleth
CN106248215A (en) * 2016-07-27 2016-12-21 广西电网有限责任公司电力科学研究院 A kind of real-time calculating system of power transformer critical component running temperature
CN106227256A (en) * 2016-08-30 2016-12-14 合肥智博电气有限公司 Power distribution cabinet temperature-adjusting device
CN107907217A (en) * 2017-11-11 2018-04-13 成都市龙泉星源机械厂 A kind of Novel welder transformer On-line Fault monitoring system and monitoring method
CN107817052A (en) * 2017-11-30 2018-03-20 国网辽宁省电力有限公司电力科学研究院 Based on the collection of infrared imaging power transformer crusing robot thermal map and communication system
CN108225568A (en) * 2017-12-26 2018-06-29 国网河北省电力有限公司衡水供电分公司 High voltage side of transformer casing fault detection method
CN109788255A (en) * 2019-01-30 2019-05-21 广州轨道交通建设监理有限公司 A kind of building site fire source monitoring system and building site fire source monitoring method
CN109781266A (en) * 2019-01-31 2019-05-21 福州大学 A thermal distribution and over-temperature warning system for key parts of electrical equipment in substations
CN112284451A (en) * 2020-10-22 2021-01-29 北方联合电力有限责任公司包头第二热电厂 Intelligent detection system, device and method for thermal information value
CN112525350A (en) * 2020-10-30 2021-03-19 浙江王奇检测技术有限公司 Electrical equipment detection method based on infrared detection
CN112649469A (en) * 2020-12-10 2021-04-13 国网河南省电力公司检修公司 Mobile phone detection device for transformer substation inspection
CN113091909A (en) * 2021-03-09 2021-07-09 郑雪飞 Transformer temperature on-line measuring system
CN112857584B (en) * 2021-03-11 2022-02-11 国网山东省电力公司潍坊供电公司 A temperature rise monitoring system for overhead lines in substations
CN112857584A (en) * 2021-03-11 2021-05-28 国网山东省电力公司潍坊供电公司 Temperature rise monitoring system for transformer substation overhead line
CN113315226A (en) * 2021-05-13 2021-08-27 国网内蒙古东部电力有限公司呼伦贝尔供电公司 Infrared early warning system of transformer substation
CN113358578A (en) * 2021-07-08 2021-09-07 广东电网有限责任公司 Real-time oil quality monitoring device for power transformer
CN113758578A (en) * 2021-09-24 2021-12-07 贵州北盘江电力股份有限公司马马崖分公司 Intelligent thermal imager temperature monitoring system
CN114609158A (en) * 2022-05-12 2022-06-10 山东通广电子有限公司 Substation equipment target and defect intelligent detection equipment based on deep learning
CN115574943A (en) * 2022-08-31 2023-01-06 航粤智能电气股份有限公司 Multipoint temperature acquisition system
CN116504036A (en) * 2023-03-24 2023-07-28 石家庄钢铁有限责任公司 A Transformer Fault Early Warning Method
CN116626420A (en) * 2023-05-23 2023-08-22 浙江浙能兰溪发电有限责任公司 Transformer Thermal Fault Identification Method and System Based on Improved Relative Temperature Difference Method

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