CN103633735A - Transformer station primary state monitoring system based on IEC61850 protocol - Google Patents
Transformer station primary state monitoring system based on IEC61850 protocol Download PDFInfo
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- Y—GENERAL 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
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- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
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- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS 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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/16—Electric power substations
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- Y—GENERAL 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
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- Y04S40/00—Systems 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
- Y04S40/12—Systems 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
- Y04S40/124—Systems 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 wired telecommunication networks or data transmission busses
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Abstract
本发明涉及一种基于IEC61850协议的变电站一次设备状态监测系统,其系统包括电容型设备监测装置、避雷器监测装置、油色谱监测装置、局放监测装置、铁心电流和顶层油温监测装置、SF6密度和微水监测装置、电容型设备综合监测单元、变压器综合监测单元、站端监测单元以及主站,电容型设备监测装置以及避雷器监测装置分别通过电容型设备综合监测单元连接站端监测单元,油色谱监测装置、局放监测装置以及铁心电流和顶层油温监测装置分别通过变压器综合监测单元连接站端监测单元,SF6密度和微水监测装置连接站端监测单元,站端监测单元连接主站。本发明实现对变电及输电设备状态的在线监测,实现设备的智能化、信息化。
The invention relates to a substation primary equipment status monitoring system based on the IEC61850 protocol. The system includes a capacitive equipment monitoring device, a lightning arrester monitoring device, an oil chromatography monitoring device, a partial discharge monitoring device, a core current and top layer oil temperature monitoring device, and SF 6 The density and micro-water monitoring device, the capacitive equipment comprehensive monitoring unit, the transformer comprehensive monitoring unit, the station-side monitoring unit and the main station, the capacitive equipment monitoring device and the lightning arrester monitoring device are respectively connected to the station-side monitoring unit through the capacitive equipment comprehensive monitoring unit, The oil chromatography monitoring device, partial discharge monitoring device, core current and top layer oil temperature monitoring device are respectively connected to the station-side monitoring unit through the transformer comprehensive monitoring unit, the SF 6 density and micro-water monitoring device is connected to the station-side monitoring unit, and the station-side monitoring unit is connected to the main stand. The invention realizes the on-line monitoring of the state of the power transformation and power transmission equipment, and realizes the intelligentization and informatization of the equipment.
Description
技术领域 technical field
本发明属于智能变电站领域,尤其是一种基于IEC61850协议的变电站一次设备状态监测系统。The invention belongs to the field of intelligent substations, in particular to a substation primary equipment state monitoring system based on the IEC61850 protocol.
背景技术 Background technique
智能化的变电站是智能电网的重要组成部分,设备信息数字化、功能集成化、结构紧凑化、检修状态化是变电站智能化的发展方向。状态监测是获取设备运行状态的技术手段,是检修与运维的重要信息来源。它采用信息化技术,在变电站的输变电设备上安装先进传感技术的监测装置,对设备进行多参量监测,实时采集数据、多信息综合分析,实现输变电设备的智能化、信息化,达到设备运行状态自我感知、故障自动诊断的目的。状态监测技术是为基于状态的检修或预知性维护服务的一种技术,其发展是源于状态检修对于电网装备状态信息获取、分析、评判的技术性需求。因此,目前发展的状态监测技术都是针对某一类装备、某一种具体应用而开发的,主要集中在发电设备、变电设备、输电线路等方面的具体设备状态检修应用上。由于缺乏统一平台,各类监测装置各自为政,孤立运行,资源不能共享。同时在线监测数据无法与其他重要状态量有机结合,未能有效发挥其辅助诊断作用。Intelligent substation is an important part of smart grid. Digitalization of equipment information, integration of functions, compact structure, and state-of-maintenance are the development directions of intelligent substations. Condition monitoring is a technical means to obtain the operating status of equipment, and is an important source of information for maintenance and operation and maintenance. It adopts information technology, installs monitoring devices with advanced sensing technology on the power transmission and transformation equipment of the substation, monitors the equipment with multiple parameters, collects data in real time, and comprehensively analyzes multiple information to realize the intelligence and informatization of power transmission and transformation equipment , to achieve the purpose of self-awareness of equipment operation status and automatic fault diagnosis. Condition monitoring technology is a technology that serves condition-based maintenance or predictive maintenance. Its development stems from the technical requirements of condition-based maintenance for the acquisition, analysis, and evaluation of power grid equipment status information. Therefore, the currently developed condition monitoring technologies are all developed for a certain type of equipment and a certain specific application, mainly focusing on specific equipment condition maintenance applications such as power generation equipment, substation equipment, and transmission lines. Due to the lack of a unified platform, various monitoring devices operate independently and operate in isolation, and resources cannot be shared. At the same time, the online monitoring data cannot be organically combined with other important state quantities, and its role in auxiliary diagnosis cannot be effectively played.
发明内容 Contents of the invention
本发明的目的在于克服现有技术的不足,提供一种基于IEC61850协议的变电站一次设备状态监测系统,该系统实现对变电及输电设备状态的在线监测,实现设备的智能化、信息化,达到设备状态自我感知、故障自我诊断的目的,为生产管理、监测设备选型、智能电网决策分析支持技术提供决策所需要的数据。The purpose of the present invention is to overcome the deficiencies of the prior art and provide a substation primary equipment status monitoring system based on the IEC61850 protocol. The purpose of equipment status self-awareness and fault self-diagnosis is to provide data required for decision-making for production management, monitoring equipment selection, and smart grid decision-making analysis support technology.
本发明解决其技术问题是通过以下技术方案实现的:The present invention solves its technical problem and realizes through the following technical solutions:
一种基于IEC61850协议的变电站一次设备状态监测系统,其系统包括电容型设备监测装置、避雷器监测装置、油色谱监测装置、局放监测装置、铁心电流和顶层油温监测装置、SF6密度和微水监测装置、电容型设备综合监测单元、变压器综合监测单元、站端监测单元以及主站,电容型设备监测装置以及避雷器监测装置分别通过电容型设备综合监测单元连接站端监测单元,油色谱监测装置、局放监测装置以及铁心电流和顶层油温监测装置分别通过变压器综合监测单元连接站端监测单元,SF6密度和微水监测装置连接站端监测单元,站端监测单元连接主站。A substation primary equipment status monitoring system based on the IEC61850 protocol, the system includes capacitive equipment monitoring devices, lightning arrester monitoring devices, oil chromatography monitoring devices, partial discharge monitoring devices, core current and top layer oil temperature monitoring devices, SF 6 density and micro The water monitoring device, the capacitive equipment comprehensive monitoring unit, the transformer comprehensive monitoring unit, the station monitoring unit and the main station, the capacitive equipment monitoring device and the lightning arrester monitoring device are respectively connected to the station terminal monitoring unit through the capacitive equipment comprehensive monitoring unit, and oil chromatography monitoring The device, partial discharge monitoring device, core current and top oil temperature monitoring device are respectively connected to the station-side monitoring unit through the transformer comprehensive monitoring unit, the SF 6 density and micro-water monitoring device is connected to the station-side monitoring unit, and the station-side monitoring unit is connected to the main station.
而且,所述的电容型设备监测装置以及避雷器监测装置分别通过CAN总线与电容型设备综合监测单元通信。Moreover, the capacitive equipment monitoring device and the lightning arrester monitoring device communicate with the capacitive equipment comprehensive monitoring unit through the CAN bus respectively.
而且,所述的油色谱监测装置以及局放监测装置分别通过RS485与变压器综合监测单元通信。Moreover, the oil chromatography monitoring device and the partial discharge monitoring device communicate with the transformer comprehensive monitoring unit through RS485 respectively.
而且,所述的铁心电流和顶层油温监测装置通过CAN总线与变压器综合监测单元通信。Moreover, the monitoring device for iron core current and top layer oil temperature communicates with the transformer comprehensive monitoring unit through the CAN bus.
而且,所述的SF6密度和微水监测装置通过IEC61850协议以及光纤与站端监测单元通信。Moreover, the SF 6 density and micro-water monitoring device communicates with the station-side monitoring unit through the IEC61850 protocol and optical fiber.
而且,所述的电容型设备综合监测单元以及变压器综合监测单元分别通过IEC61850协议以及光纤与站端监测单元通信。Moreover, the capacitive equipment integrated monitoring unit and the transformer integrated monitoring unit communicate with the station end monitoring unit through the IEC61850 protocol and optical fiber respectively.
本发明的优点和有益效果为:Advantage of the present invention and beneficial effect are:
1、本基于IEC61850协议的变电站一次设备状态监测系统基于先进传感技术的监测装置,实现对变电及输电设备状态的在线监测,实现设备的智能化、信息化,达到设备状态自我感知、故障自我诊断的目的,为生产管理、监测设备选型、智能电网决策分析支持技术提供决策所需要的数据。1. The substation primary equipment status monitoring system based on the IEC61850 protocol is based on the monitoring device of advanced sensing technology, realizes the online monitoring of the status of the substation and transmission equipment, realizes the intelligence and informatization of the equipment, and achieves self-awareness of the equipment status and fault detection. The purpose of self-diagnosis is to provide the data required for decision-making for production management, monitoring equipment selection, and smart grid decision-making analysis support technology.
2、本发明应用在智能电网中进一步拓展了对电网的全景实时信息的获取能力,通过安全、可靠、通畅的通信通道,可以实现生产全过程中系统各种实时信息的获取、整合、分析、重组和共享。通过加强对电网实时、动态状态信息的分析、诊断和优化,可以为电网运行和管理人员提供更为全面、精细的电网运行状态展现,并给出相应的控制方案、备用预案及辅助决策策略,最大程度地实现电网运行的安全、可靠、经济、高效、环保。2. The application of the present invention in the smart grid further expands the ability to obtain panoramic real-time information of the power grid. Through a safe, reliable and smooth communication channel, the acquisition, integration, analysis, and Reorganize and share. By strengthening the analysis, diagnosis and optimization of real-time and dynamic state information of the power grid, it can provide more comprehensive and detailed display of power grid operation status for power grid operation and management personnel, and provide corresponding control schemes, backup plans and auxiliary decision-making strategies. To maximize the safety, reliability, economy, efficiency and environmental protection of power grid operation.
附图说明 Description of drawings
图1为本发明结构连接框图。Fig. 1 is a structural connection block diagram of the present invention.
具体实施方式 Detailed ways
下面通过具体实施例对本发明作进一步详述,以下实施例只是描述性的,不是限定性的,不能以此限定本发明的保护范围。The present invention will be described in further detail below through specific examples. The following examples are only descriptive, not restrictive, and cannot limit the protection scope of the present invention.
一种基于IEC61850协议的变电站一次设备状态监测系统,其系统包括电容型设备监测装置、避雷器监测装置、油色谱监测装置、局放监测装置、铁心电流和顶层油温监测装置、SF6密度和微水监测装置、电容型设备综合监测单元、变压器综合监测单元、站端监测单元以及主站,电容型设备监测装置以及避雷器监测装置分别通过电容型设备综合监测单元连接站端监测单元,电容型设备监测装置以及避雷器监测装置分别通过CAN总线与电容型设备综合监测单元通信,油色谱监测装置、局放监测装置以及铁心电流和顶层油温监测装置分别通过变压器综合监测单元连接站端监测单元,油色谱监测装置以及局放监测装置分别通过RS485与变压器综合监测单元通信,铁心电流和顶层油温监测装置通过CAN总线与变压器综合监测单元通信,SF6密度和微水监测装置连接站端监测单元,SF6密度和微水监测装置通过IEC61850协议以及光纤与站端监测单元通信,站端监测单元连接主站。电容型设备综合监测单元以及变压器综合监测单元分别通过IEC61850协议以及光纤与站端监测单元通信。光纤采用100M光纤通信专网。A substation primary equipment status monitoring system based on the IEC61850 protocol, the system includes capacitive equipment monitoring devices, lightning arrester monitoring devices, oil chromatography monitoring devices, partial discharge monitoring devices, core current and top layer oil temperature monitoring devices, SF 6 density and micro The water monitoring device, the comprehensive monitoring unit of capacitive equipment, the comprehensive monitoring unit of transformer, the station-side monitoring unit and the main station, the capacitive equipment monitoring device and the lightning arrester monitoring device are connected to the station-side monitoring unit through the capacitive The monitoring device and arrester monitoring device communicate with the capacitive equipment comprehensive monitoring unit through the CAN bus respectively. The oil chromatography monitoring device, partial discharge monitoring device, iron core current and top layer oil temperature monitoring device are respectively connected to the station end monitoring unit through the transformer comprehensive monitoring unit. The chromatographic monitoring device and the partial discharge monitoring device communicate with the transformer comprehensive monitoring unit through RS485, the iron core current and top layer oil temperature monitoring device communicate with the transformer comprehensive monitoring unit through CAN bus, and the SF 6 density and micro-water monitoring devices are connected to the station monitoring unit. The SF 6 density and micro-water monitoring device communicates with the station-side monitoring unit through the IEC61850 protocol and optical fiber, and the station-side monitoring unit is connected to the master station. The capacitive equipment comprehensive monitoring unit and the transformer comprehensive monitoring unit communicate with the station monitoring unit through the IEC61850 protocol and optical fiber respectively. The optical fiber adopts 100M optical fiber communication private network.
电容型设备监测装置可以采用北京国网普瑞特高压公司CMU0301S、避雷器监测装置(北京国网普瑞特高压公司CMU0401S)、油色谱监测装置可以采用上海思源TROM-600、局放监测装置可以采用英国DMS PDM、铁心电流和顶层油温监测装置可以采用北京国网普瑞特高压公司CMU0501S、SF6密度和微水监测装置可以采用宁波理工MDS4000、电容型设备综合监测单元可以采用北京国网普瑞特高压公司CMU90050、变压器综合监测单元(北京国网普瑞特高压公司CMU90010)、站端监测单元包括:柜体(北京国网普瑞特高压公司CMU99010)、主机、光纤接收器(IP-COMG3124F)以及主站(小型机服务器HP SuperDome)。The capacitive equipment monitoring device can use Beijing State Grid Pratt High Voltage Company CMU0301S, the arrester monitoring device (Beijing State Grid Pratt High Voltage Company CMU0401S), the oil chromatography monitoring device can use Shanghai Siyuan TROM-600, and the partial discharge monitoring device can use British DMS PDM, core current and top layer oil temperature monitoring device can use Beijing State Grid Pratt High Voltage Company CMU0501S, SF 6 density and micro water monitoring device can use Ningbo University of Technology MDS4000, capacitive equipment comprehensive monitoring unit can use Beijing State Grid General CMU90050 of Ruite High Voltage Company, Transformer Comprehensive Monitoring Unit (CMU90010 of Beijing State Grid Praite High Voltage Company), station end monitoring unit includes: cabinet (CMU99010 of Beijing State Grid Praite COMG3124F) and the master station (minicomputer server HP SuperDome).
电容型设备监测装置的功能:监测在变电站中数量占较大比重的绝缘结构的设备的绝缘性能是否良好,如变压器高压套管、电容式流互感器、耦合电容器等设备的末屏电容电流、电容量、介损、电容量变化比等量,以便及时发现绝缘存在的缺陷,保障电力系统安全。The function of the capacitive equipment monitoring device: to monitor whether the insulation performance of the equipment with a large number of insulating structures in the substation is good, such as the end-screen capacitive current of transformer high-voltage bushings, capacitive current transformers, coupling capacitors, etc. Capacitance, dielectric loss, and capacitance change ratio are equal in order to detect insulation defects in time and ensure the safety of the power system.
避雷器监测装置的功能:对避雷器的全电流、阻性电流、计数器动作次数等特征量进行监测,判断避雷器的老化和受潮状况。The function of the lightning arrester monitoring device: to monitor the characteristic quantities of the lightning arrester, such as the full current, the resistive current, and the number of counter actions, and judge the aging and damp condition of the lightning arrester.
油色谱监测装置的功能:对氢气H2、一氧化碳CO、二氧化碳CO2、甲烷CH4、乙烷C2H6、乙烯C2H4、乙炔C2H2等量进行监测,该装置原理:对将要分析的油样经过油、气分离装置后,油、气被完全分离开来,分离后的混合气体在载气的推动下进入气相色谱分离系统,混合气体经过与实验室相同分离原理的气相色谱系统,气体被分离成单组分的气体,进而进行分析。The function of the oil chromatography monitoring device: monitor hydrogen H 2 , carbon monoxide CO, carbon dioxide CO 2 , methane CH 4 , ethane C 2 H 6 , ethylene C 2 H 4 , acetylene C 2 H 2 etc. The principle of the device: After the oil sample to be analyzed passes through the oil and gas separation device, the oil and gas are completely separated, and the separated mixed gas enters the gas chromatography separation system driven by the carrier gas, and the mixed gas passes through the same separation principle as the laboratory. Gas chromatography system, the gas is separated into single-component gases, and then analyzed.
局放监测装置的功能:对放电量、相位、脉冲个数等量进行监测,该装置原理:根据放电信号在变压器绕组中的传播特性,实现放电区域定位;根据超声信号和放电脉冲信号的时差,实现放电缺陷精确定位。The function of the partial discharge monitoring device: monitor the discharge volume, phase, pulse number, etc. The principle of the device: realize the location of the discharge area according to the propagation characteristics of the discharge signal in the transformer winding; according to the time difference between the ultrasonic signal and the discharge pulse signal , to achieve precise positioning of discharge defects.
铁心电流和顶层油温监测装置的功能:监测电力变压器铁芯及夹件多点接地,过负荷影响绝缘寿命等缺陷,主要监测量为铁芯接地电流、顶层油温。The function of the iron core current and top oil temperature monitoring device: to monitor the multi-point grounding of the power transformer iron core and clamps, and the overload affects the insulation life and other defects. The main monitoring quantities are the iron core ground current and the top oil temperature.
SF6密度和微水监测装置的功能:对温度、密度、露点等量进行监测,该装置原理是利用多传感器信息融合技术、微电子技术、计算机技术以及故障诊断技术为基础,在线自动完成对SF6密度和微水的信息采集。The function of the SF 6 density and micro-water monitoring device: to monitor temperature, density, dew point, etc. The principle of the device is based on multi-sensor information fusion technology, microelectronics technology, computer technology and fault diagnosis technology, and automatically completes the online monitoring Information collection of SF 6 density and micro water.
电容型设备综合监测单元以及变压器综合监测单元主要实现被监测设备相关监测装置的监测数据汇集、数据加工处理、通信规约转换、监测预警等功能。The capacitive equipment comprehensive monitoring unit and the transformer comprehensive monitoring unit mainly realize the functions of monitoring data collection, data processing, communication protocol conversion, monitoring and early warning of related monitoring devices of the monitored equipment.
站端监测单元主要具备通讯功能:①接收智能监测单元上传的监测数据,②汇集变电站内各状态综合监测单元的数据,③向监测单元下发采样周期、数据召唤指令;④向状态监测主站上传监测参量、分析结论。站端监测单元还具备信息处理功能。集中实时展示由各状态监测单元提供的电网设备运行状态监测数据,监视监测单元的运行状态,为主站系统提供数据支撑,系统能够完成简单的数据统计、计算、分析、评估以及图表显示等功能。实现整个在线监测系统的运行控制,以及站内所有变电设备的在线监测数据的汇集、综合分析、故障诊断、监测预警、数据展示(设在集控站)、存储和标准化数据转发等功能。The station-side monitoring unit mainly has communication functions: ①Receive the monitoring data uploaded by the intelligent monitoring unit, ②collect the data of each state comprehensive monitoring unit in the substation, ③send the sampling cycle and data call instructions to the monitoring unit; Upload monitoring parameters and analysis conclusions. The station-side monitoring unit also has information processing functions. Centralized and real-time display of the grid equipment operation status monitoring data provided by each status monitoring unit, monitoring the operation status of the monitoring unit, providing data support for the main station system, and the system can complete simple data statistics, calculation, analysis, evaluation, and chart display and other functions . Realize the operation control of the entire online monitoring system, as well as the collection of online monitoring data of all substation equipment in the station, comprehensive analysis, fault diagnosis, monitoring and early warning, data display (set in the centralized control station), storage and standardized data forwarding and other functions.
以变压器的油色谱监测为例,绝缘油在热和电的作用下,分解出氢、一氧化碳、二氧化碳以及多种小分子烃类气体,通过对油中溶解气体的监测得到H2、CO、CO2、C2H2、CH4等气体含量,经数据处理后,初步判断异常数据;油色谱监测装置通过RS485协议与变压器综合监测单元通信,然后由变压器综合监测单元向IEC61850协议转换后再传输到站端监测单元;经过站端监测单元进行数据汇总、初步判断各组分气体的含量的增加趋势,如超过注意值,就应结合气体产气率,根据三比值或其他经验(如TD图),初步判断存在过热性故障或放电性故障,初步预警后,发送到主站,同时,也可以接收主站通信指令,通过IEC61850协议,下发到监测单元,实现双向传输。Taking the oil chromatographic monitoring of transformers as an example, under the action of heat and electricity, the insulating oil decomposes into hydrogen, carbon monoxide, carbon dioxide and various small molecular hydrocarbon gases, and obtains H 2 , CO, CO through the monitoring of dissolved gases in the oil. 2. The content of C 2 H 2 , CH 4 and other gases, after data processing, preliminarily judges the abnormal data; the oil chromatography monitoring device communicates with the transformer comprehensive monitoring unit through the RS485 protocol, and then the transformer comprehensive monitoring unit converts to the IEC61850 protocol and then transmits To the station-end monitoring unit; through the station-end monitoring unit, the data is summarized, and the increase trend of the content of each component gas is preliminarily judged. If it exceeds the attention value, it should be combined with the gas production rate, according to the three ratios or other experience (such as TD diagram ), it is preliminarily judged that there is an overheating fault or a discharge fault. After the preliminary warning, it is sent to the master station. At the same time, it can also receive the communication command of the master station and send it to the monitoring unit through the IEC61850 protocol to realize two-way transmission.
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| CN104377821A (en) * | 2014-11-18 | 2015-02-25 | 柳州市金旭节能科技有限公司 | Power transformation equipment online monitoring system |
| CN104678268A (en) * | 2015-03-06 | 2015-06-03 | 云南电网有限责任公司电力科学研究院 | 500 kV high-voltage parallel reactor turn-to-turn insulating state evaluating system |
| CN105259435A (en) * | 2015-09-23 | 2016-01-20 | 国网山东莒县供电公司 | Transformer monitoring device and fault diagnosis method |
| CN105182161A (en) * | 2015-09-23 | 2015-12-23 | 国网山东莒县供电公司 | Transformer monitoring system and method |
| CN105242653A (en) * | 2015-10-23 | 2016-01-13 | 深圳奥特迅电力设备股份有限公司 | Substation operation environment monitoring system and method |
| CN106556427A (en) * | 2016-11-28 | 2017-04-05 | 国网山东省电力公司济宁供电公司 | A kind of transformer fault based reminding method and intelligent maintenance system |
| CN106556427B (en) * | 2016-11-28 | 2019-06-25 | 国网山东省电力公司济宁供电公司 | Transformer fault reminder method and intelligent maintenance system |
| CN110299758A (en) * | 2018-03-22 | 2019-10-01 | 四方特变电工智能电气有限公司 | A kind of comprehensive on-line monitoring and diagnosis system of substation |
| CN109163766A (en) * | 2018-10-10 | 2019-01-08 | 上海许继电气有限公司 | The system and method for active forewarning function is realized based on oil-immersed transformer |
| CN111579757A (en) * | 2020-05-13 | 2020-08-25 | 云南电网有限责任公司电力科学研究院 | Cooling device for photoelectric conversion module of online monitoring equipment for dissolved gas in insulating oil |
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