CN114971168A - An abnormal analysis method of cable line loss rate during the same period based on multi-system interaction - Google Patents
An abnormal analysis method of cable line loss rate during the same period based on multi-system interaction Download PDFInfo
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Abstract
Description
技术领域technical field
本发明属于电力运行管理领域,尤其涉及一种用于电缆线路同期线损率的异常分析方法。The invention belongs to the field of electric power operation management, and in particular relates to an abnormal analysis method used for the synchronous line loss rate of cable lines.
背景技术Background technique
配电网线损率是供电企业一项重要的经济技术指标,其直接反应企业管理水平及经济效益。The line loss rate of the distribution network is an important economic and technical indicator of the power supply enterprise, which directly reflects the management level and economic benefits of the enterprise.
在“分区、分压、分线、分台区”的“四分”线损管理模式下,10千伏分线(亦称10千伏电缆线路,简称电缆或线路)线损率计算数据庞大,系统来源广泛,不合理原因繁杂,涉及供电侧关口、拓扑结构、售电侧关口等多个方面。Under the "four-point" line loss management mode of "division, voltage division, line division, and station division", the calculation data of line loss rate of 10 kV branch line (also known as 10 kV cable line, referred to as cable or line) is huge. , the system has a wide range of sources, and the unreasonable reasons are complex, involving many aspects such as the power supply side gateway, the topology structure, and the electricity sales side gateway.
在文献“电力系统保护与控制”(唐登平,李俊,孟展,等.《统计线损数据准确性研究》,2018,46(24):33-39.)中,从统计线损中计量装置的误差分析了其对线损数据准确性的影响;在文献“考虑馈线聚类特性的中压配网线损率测算模型”(欧阳森,冯天瑞,安晓华.《电力自动化设备》,2016,36(09):33-39.)中,提出了考虑馈线聚类特性的10kV配电网线损率测段模型;在文献“区域中压配电网的节能改造”(刘浩,多杰才让,周丽.《电力系统及其自动化学报》,2018,30(06):145-150.)中,通过基于熵权法的灰色关联筛选出损耗高的10kV线路,并对其实施节能改造,从而降低线损率。以上文献提出了降低10千伏配电网线损率的方法,但偏重于理论分析,缺乏实际分析应用。In the document "Power System Protection and Control" (Tang Dengping, Li Jun, Meng Zhan, et al. "Research on the Accuracy of Statistical Line Loss Data", 2018, 46(24): 33-39.), measure from the statistical line loss The error of the device is analyzed to analyze its influence on the accuracy of line loss data; in the document "Measurement Model of Line Loss Rate of Medium Voltage Distribution Network Considering Feeder Clustering Characteristics" (Ouyang Sen, Feng Tianrui, An Xiaohua. "Electric Power Automation Equipment", 2016 , 36(09):33-39.), proposed a 10kV distribution network line loss rate measurement model considering the clustering characteristics of feeders; Cai Rang, Zhou Li. "Journal of Electric Power System and its Automation", 2018, 30(06): 145-150.), the 10kV line with high loss is screened out through the gray correlation based on the entropy weight method, and energy saving is implemented for it Retrofit to reduce line loss rate. The above literatures propose methods to reduce the line loss rate of 10kV distribution network, but they focus on theoretical analysis and lack practical analysis and application.
在文献“基于多系统数据信息交互的10kV分线线损分析”(李冰若,夏澍.《上海电力》,2018,31(4):27-31.)中,基于多系统之间的信息交互,针对专用线路和公共线路,分别提出了10千伏同期线损分析步骤,但未对电缆线路进行具体分析;文献“线损分析在配网自动化中的运用研究”(王华盛.《通讯世界》,2019,26(06):231-232.)中,在信息化手段应用的背景下,研究线损分析在配网自动化中的应用,但未提出具体分析方法;在文献“在配网自动化中的线损分析应用”(黄坚.《华东六省一市电机工程(电力)学会.第十九届输配电研讨会论文集》.华东六省一市电机工程(电力)学会:浙江省科学技术协会,2011:5.)中,基于配网自动化的应用,提出了线损分析的设计思路和方案可行性,但着重于现场无功补偿装置的安装;在文献“基于AHP-CRITIC算法的线损异常分析方法研究”(徐凌燕,杨凤欣,张海鑫,等.《信息技术》,2020,44(12):116-120.)和“基于BP神经网络的配网线损计算”(刘天明.南昌大学,2020.)中,从算法角度,优化配电网异常线损率分析,但缺乏实用性。In the document "10kV line loss analysis based on multi-system data information interaction" (Li Bingruo, Xia Shu. "Shanghai Electric Power", 2018, 31(4): 27-31.), based on the information between multiple systems Interaction, for the dedicated line and the public line, respectively put forward the 10kV line loss analysis steps at the same time, but did not carry out a specific analysis of the cable line; the document "The Application of Line Loss Analysis in Distribution Automation" (Wang Huasheng. "Communication World" ", 2019, 26(06): 231-232.), in the context of the application of information technology, the application of line loss analysis in distribution network automation is studied, but no specific analysis method is proposed; "Application of Line Loss Analysis in Automation" (Huang Jian. "Electrical Engineering (Electric Power) Society of Six Provinces and One City in East China. Proceedings of the 19th Transmission and Distribution Seminar". Electrical Engineering (Electric Power) Society of Six Provinces and One City in East China: Zhejiang Association for Science and Technology, 2011: 5.), based on the application of distribution network automation, proposed the design idea of line loss analysis and the feasibility of the scheme, but focused on the installation of on-site reactive power compensation devices; in the document "Based on AHP- Research on abnormal line loss analysis method of CRITIC algorithm" (Xu Lingyan, Yang Fengxin, Zhang Haixin, et al. "Information Technology", 2020, 44(12): 116-120.) and "Line Loss Calculation Based on BP Neural Network" (Liu Tian Ming. Nanchang University, 2020.), from the perspective of algorithm, the analysis of abnormal line loss rate of distribution network is optimized, but it lacks practicality.
综上,尽管线损管理工作已全面数字化转型,但涉及的系统相互独立,得到的数据庞杂异构,现场排查又遭遇距离远、耗时长、甚至无法排查出故障等状况。在国网公司大力推行同期线损管理的背景下,快速高效地分析出10千伏分线线路线损率异常的原因,快速准确的排查故障,开展10kV同期线损率异常排查方法的研究,就显得十分重要了。To sum up, although the line loss management work has been fully digitalized, the systems involved are independent of each other, the data obtained is complex and heterogeneous, and the on-site inspection is far away, takes a long time, and even fails to troubleshoot. Under the background that the State Grid Corporation vigorously promotes the management of line loss during the same period, the reason for the abnormal line loss rate of the 10kV branch line is quickly and efficiently analyzed, and the fault is quickly and accurately checked. It seems very important.
发明内容SUMMARY OF THE INVENTION
本发明所要解决的技术问题是提供一种基于多系统交互的电缆线路同期线损率异常分析方法。其通过变电站、线路、台区三个区段之间的同期、数据采集与监视(SCADA)、电能量采集、用电信息采集等多系统交互,分别针对未配置和已配置配网自动化的情形,提出了有针对性的10千伏电缆线路线损率异常的分析方法作为排查手段,在同期线损计算“T+2”的原则下可相互配合,在提升线路合理率的同时,能够有效缩短分析时长,提高分析效率。The technical problem to be solved by the present invention is to provide a method for analyzing the abnormality of the line loss rate in the same period of the cable line based on multi-system interaction. It interacts with multiple systems such as synchronization, data acquisition and monitoring (SCADA), electrical energy acquisition, and power consumption information acquisition among the three sections of substations, lines, and station areas, respectively for unconfigured and configured distribution network automation. , proposed a targeted analysis method for abnormal line loss rate of 10 kV cable lines as an investigation method, which can cooperate with each other under the principle of "T+2" for line loss calculation during the same period, while improving the reasonable rate of the line, it can effectively Shorten analysis time and improve analysis efficiency.
本发明的技术方案是:提供一种基于多系统交互的电缆线路同期线损率异常分析方法,包括对某一条10千伏电缆线路的线损率异常进行分析;其特征是:The technical scheme of the present invention is to provide a method for analyzing the abnormal line loss rate of a cable line during the same period based on multi-system interaction, including analyzing the abnormal line loss rate of a certain 10 kV cable line; it is characterized by:
1)依据变电站、线路、台区三者之间的多系统数据交互情况,分析该电缆线路的拓扑结构或拓扑关联;1) According to the multi-system data interaction between the substation, the line and the station area, analyze the topological structure or topological association of the cable line;
2)根据所获取的该电缆线路的拓扑结构,确定该线路是否有效配置了配网自动化系统;2) According to the obtained topology of the cable line, determine whether the line is effectively configured with a distribution automation system;
3)若该线路未有效配置配网自动化系统,则该线路所供开关站进出线电量信息无法获取,只能通过供电侧电量、售电侧电量和线损率计算结果进行分析,即为“自下而上”的分析方法,已知线损率不合理,再依次向上逐步核查原因;3) If the line is not effectively configured with the distribution network automation system, the power information of the incoming and outgoing lines of the switch station provided by the line cannot be obtained, and can only be analyzed through the calculation results of the power supply side power, the power sales side power and the line loss rate, which is " "Bottom-up" analysis method, it is known that the line loss rate is unreasonable, and then the reasons are gradually checked upwards in turn;
4)若该线路已有效配置配网自动化系统,则线路所供开关站进出线电量信息可获取,可以辅助分析连接线路供电侧与售电侧的数据正确性;同时,因同期线损计算原则为“T+2”,即线损率2天后才计算,则通过配网自动化系统提前预判故障场景,加快问题发现处理的速度,即为“自上而下”的分析方法,已知各类电量数据,对预判线损率不合理的线路进行分析。4) If the line has been effectively configured with a distribution network automation system, the power information of the incoming and outgoing lines of the switch station provided by the line can be obtained, which can assist in analyzing the correctness of the data connecting the power supply side and the power sales side of the line; It is "T+2", that is, the line loss rate is calculated after 2 days. The distribution network automation system is used to predict the failure scenario in advance to speed up the problem discovery and processing speed, which is the "top-down" analysis method. The power-like data is used to analyze the lines with unreasonable predicted line loss rate.
其中,所述的多系统,至少包括同期系统、数据采集与监视系统、电能量采集系统以及用电信息采集系统。Wherein, the multi-system includes at least a synchronization system, a data collection and monitoring system, an electric energy collection system and an electricity consumption information collection system.
具体的,所述的电缆线路同期线损率异常分析方法,针对线路未有效配置配网自动化系统的情形,采取“自下而上”的末端排查方式,对线损率异常线路进行原因核查,对已发生线损率异常的线路A查找原因。Specifically, the method for analyzing the abnormal line loss rate during the same period of the cable line adopts the "bottom-up" terminal inspection method for the situation that the line is not effectively configured with the distribution network automation system, and checks the cause of the line with abnormal line loss rate. Find the cause of line A with abnormal line loss rate.
进一步的,所述的“自下而上”的末端排查方式的查找步骤包括:Further, the search steps of the described "bottom-up" terminal investigation method include:
步骤1:对线路A的拓扑关联进行排查,若无异常,转步骤2;Step 1: Check the topology association of line A, if there is no abnormality, go to step 2;
步骤2:对线路A的供电侧电量进行核查,利用SCADA系统与电采系统中数据进行对比;SCADA中线路A日平均电流IA,日平均电压UA,则可得线损率异常线路A的日供电量WAS为:Step 2: Check the power supply side of line A, and use the SCADA system to compare the data in the power acquisition system; the daily average current I A and the daily average voltage U A of line A in SCADA, the line A with abnormal line loss rate can be obtained. The daily power supply W AS is:
式中,UA为线电压;h为时间,即24小时;In the formula, U A is the line voltage; h is the time, that is, 24 hours;
若日供电量WAS不等于线路A的日售电量WiA,则判断出现包括现场供电侧计量回路异常、电采系统中负荷缺失在内的故障;If the daily power supply W AS is not equal to the daily electricity sales W iA of line A, it is judged that there are faults including the abnormality of the metering circuit on the power supply side and the lack of load in the power mining system;
若日供电量WAS=日售电量WiA,则表示供电侧电量无异常,转步骤3;If the daily power supply W AS = the daily sales power W iA , it means that the power supply side is not abnormal, go to step 3;
步骤3:售电侧分量采集异常,对采集问题进行消缺;若采集正常,转步骤4;Step 3: If the collection of components on the electricity sales side is abnormal, eliminate the problem of collection; if the collection is normal, go to step 4;
步骤4:从同期系统中获取台区线损率,并在源端用采系统中获取售电侧各分量的历史数据,并进行比对,电量异常进行消缺;若无异常,转步骤5;Step 4: Obtain the line loss rate of the station area from the system in the same period, and obtain the historical data of each component of the electricity sales side from the source-end consumption system, and compare them, and eliminate the shortage of electricity abnormality; if there is no abnormality, go to step 5 ;
步骤5:现场逐一核查包括售电侧分量铭牌、接线方式在内的项目是否正常;Step 5: Check whether the items including the power sales side component nameplate and wiring method are normal one by one on site;
根据日线损率μA的大小,将不合理线路分为负损和正损线路;According to the size of the daily line loss rate μ A , the unreasonable lines are divided into negative loss and positive loss lines;
在拓扑关联正常的情况下,针对负损线路,重点对供电侧进行问题排查;针对正损线路,重点对售电侧进行问题排查。When the topology correlation is normal, for negative loss lines, focus on troubleshooting on the power supply side; for positive loss lines, focus on troubleshooting on the power sales side.
具体的,所述的电缆线路同期线损率异常分析方法,针对线路已有效配置配网自动化系统的情形,采取“自上而下”的方式,根据拓扑关联中上下级之间功率差值提前判断异常原因,及时定位问题,并进行消缺。Specifically, the method for analyzing the abnormal loss rate of the cable line during the same period, for the situation that the line has been effectively configured with the distribution network automation system, adopts a "top-down" method, according to the power difference between the upper and lower levels in the topology association. Determine the cause of the abnormality, locate the problem in time, and eliminate the defect.
进一步的,所述的“自上而下”的方式包括下列步骤:Further, the described "top-down" approach includes the following steps:
由用电采集系统可获得某配变/箱变在t时刻的功率Ppt为:The power P pt of a distribution transformer/box transformer at time t can be obtained from the power collection system as:
Ppt=Pat+Pbt+Pct P pt =P at +P bt +P ct
其中为A、B、C相在t时刻的功率;in is the power of phase A, B, and C at time t;
由配网自动化系统可获得开关站某出线k在t时刻的功率Pkt为:The power P kt of a certain outlet k of the switching station at time t can be obtained from the distribution network automation system as:
式中,Ukt为t时刻线电压,Ikt为t时刻电流;where U kt is the line voltage at time t, and I kt is the current at time t;
根据SCADA系统可知变电站某电缆b出线在t时刻的功率Pbt为:According to the SCADA system, it can be known that the power P bt of a cable b in the substation at time t is:
由某配变/箱变在t时刻的功率Ppt、开关站某出线k在t时刻的功率Pkt、某电缆b出线在t时刻的功率Pbt,得到配变/箱变、开关站出线、变电站出线的日功率为:From the power P pt of a distribution transformer/box transformer at time t, the power P kt of a certain outlet k of the switch station at time t, and the power P bt of a cable b outlet at time t, the distribution transformer/box transformer and switch station outlet are obtained. , The daily power of the substation outlet is:
在线损率合理的情形下,变电站出线b的电量与开关站内所有出线ki的电量相等,开关站出线k的电量与所有配电站pi的电量相等,即:Under the condition that the line loss rate is reasonable, the electric power of the outlet b of the substation is equal to the electric power of all the outgoing lines k i in the switch station, and the electric power of the outlet k of the switch station is equal to the electric power of all the substations p i , namely:
式中,t=1,2,...,n,...,96,N为开关站线个数或配电站个数;In the formula, t=1,2,...,n,...,96, N is the number of switch station lines or the number of distribution stations;
若各级功率之间偏差率α大于6%时,认为该10千伏电缆线路线损率不合理,根据同期系统“T+2”计算原则,进行线损率验证。If the deviation rate α between the powers at all levels is greater than 6%, the line loss rate of the 10 kV cable line is considered unreasonable, and the line loss rate verification is carried out according to the "T+2" calculation principle of the same period system.
进一步的,所述的电缆线路同期线损率异常分析方法,通过配网自动化,在多系统交互下,预判线损率不合理情形。Further, the method for analyzing the abnormality of the line loss rate in the same period of the cable line can predict the unreasonable situation of the line loss rate under the interaction of multiple systems through the automation of the distribution network.
更进一步的,所述的电缆线路同期线损率异常分析方法,通过变电站、线路、台区三个区段之间包括同期系统、数据采集与监视系统、电能量采集系统、用电信息采集系统在内的多系统交互,从电缆线路拓扑结构出发,根据有、无配网自动化系统的情况,分别提出了有针对性的10千伏电缆线路线损率异常分析方法作为排查手段,分别在未配置和已配置配网自动化的情形下实现,在同期线损计算“T+2”的原则下相互配合,能够有效提高异常线路分析排查效率,及时发现设备隐患,提升线路合理率,维护电网安全稳定运行,有效缩短分析时长,提高分析效率。Further, the method for analyzing the abnormality of line loss rate during the same period of the cable line includes a synchronization system, a data acquisition and monitoring system, an electric energy collection system, and an electricity consumption information collection system between the three sections of the substation, the line, and the station area. Including the multi-system interaction, starting from the topology of the cable line, according to the situation with and without the distribution network automation system, a targeted 10kV cable line line loss rate abnormal analysis method was proposed as a troubleshooting method. It can be realized in the case of configuration and configured distribution network automation, and cooperate with each other under the principle of "T+2" for line loss calculation in the same period, which can effectively improve the efficiency of abnormal line analysis and investigation, timely discover equipment hidden dangers, improve line rationality, and maintain power grid security. Stable operation, effectively shorten the analysis time and improve the analysis efficiency.
与现有技术比较,本发明的优点是:Compared with the prior art, the advantages of the present invention are:
1、因为本技术方案采用了变电站、线路、台区三个区段,分别对应母线平衡率,分线线损率,台区线损率三个指标的技术方法,实现了多系统之间数据信息交互的技术效果;克服了10千伏同期线损计算中数据庞杂,来源平台繁多的缺点。1. Because this technical solution adopts the technical method of three sections of substation, line and station area, corresponding to the three indicators of bus balance rate, branch line loss rate, and station area line loss rate, it realizes the data between multiple systems. The technical effect of information interaction; it overcomes the shortcomings of complex data and various source platforms in the calculation of 10kV line loss over the same period.
2、在未配置配网自动化的情形下,因为采用了“自下而上”末端排查的技术方案,对已发生线损率异常的线路查找原因,从拓扑关联、供电侧、售电侧分析异常数据出发,定位异常原因后再进行现场排查,实现了线损率异常的10千伏线路高效排查的技术效果;有效地提高了10千伏同期线损率异常排查的效率。2. In the case where distribution network automation is not configured, because the technical solution of "bottom-up" terminal inspection is adopted, the cause of the line with abnormal line loss rate is found, and the analysis is performed from the topology correlation, power supply side, and power sales side. Starting from abnormal data, locating the cause of abnormality and then conducting on-site investigation, realizing the technical effect of efficient investigation of 10kV lines with abnormal line loss rate; effectively improving the efficiency of 10kV line loss rate abnormal inspection during the same period.
3、在已配置配网自动化的情形下,因为采用了“自上而下”的排查方法,根据拓扑关联中上下级之间功率差值判断异常原因,并配合同期系统“T+2”计算原则的技术方法,实现了提前预判10千伏线路线损率不合理情形的技术效果;使得在同期系统统计线路线损率前,提前预判出了不合理的原因。3. In the case where distribution network automation has been configured, because the "top-down" troubleshooting method is adopted, the abnormal cause is judged according to the power difference between the upper and lower levels in the topology association, and the calculation is carried out with the "T+2" system in the same period. The principled technical method achieves the technical effect of prejudging the unreasonable line loss rate of the 10kV line in advance; it enables the unreasonable cause to be predicted in advance before the system counts the line line loss rate in the same period.
附图说明Description of drawings
图1是10千伏电缆线路的拓扑结构示意图;Figure 1 is a schematic diagram of the topology of a 10 kV cable line;
图2是本发明多系统数据交互的示意图;Fig. 2 is the schematic diagram of multi-system data interaction of the present invention;
图3是本发明无配网自动化下线损率异常分析流程方框图;3 is a block diagram of the abnormal analysis flow chart of the present invention without automatic offline loss rate of distribution network;
图4是线路杨52的拓扑结构示意图;Fig. 4 is the topological structure schematic diagram of
图5是线路杨19的拓扑结构示意图。FIG. 5 is a schematic diagram of the topology structure of the
具体实施方式Detailed ways
下面结合附图对本发明做进一步说明。The present invention will be further described below with reference to the accompanying drawings.
1、线损率异常因素:1. Abnormal factors of line loss rate:
10千伏分线线损率计算公式:10 kV branch line loss rate calculation formula:
式中,μxs为线损率;Wi为供电侧输入电量;Wo为售电侧输出电量;Wj和Nk分别为售电侧台区和用户的电量和总数。In the formula, μ xs is the line loss rate; Wi is the input power on the power supply side; W o is the output power on the sales side; W j and N k are the power and total power of the power sales side station area and users, respectively .
目前,日线损率μxs∈[0,10%],月线损率μxs∈[0,6%]认为线路合理,本技术方案以日线损率进行讨论。At present, the daily line loss rate μ xs ∈ [0, 10%] and the monthly line loss rate μ xs ∈ [0, 6%] are considered reasonable, and this technical solution is discussed with the daily line loss rate.
10千伏电缆线路拓扑结构如图1所示,其为35/110kV变电站出线,通过电缆送至下级开关站、配电站、箱变、高压用户等设备。The topology of the 10kV cable line is shown in Figure 1. It is the outgoing line of the 35/110kV substation, and is sent to the lower switch station, distribution station, box transformer, high-voltage users and other equipment through cables.
从式(1)中可知,线损率计算只关注线路供电侧与售电侧的电量,不涉及中间拓扑环节。It can be seen from formula (1) that the calculation of line loss rate only pays attention to the power on the power supply side and the power sales side of the line, and does not involve the intermediate topology.
如原属于线路n的售电侧电量Won,因拓扑关系出现异常,使其纳入线路m的售电侧电量计算,则不能通过线损率计算公式进行判断。线路从上至下级对应关系一致才能保证线损率计算结果在合理范围内。若供电侧、售电侧及拓扑关联中任一因素出现异常,均会影响线路合理率,如计量流变相序接反、采集装置异常、线-变-台-表关系错误、台账信息重复等。If the electricity sales side power W on originally belonging to line n is included in the electricity sales side electricity calculation of line m due to an abnormal topology relationship, it cannot be judged by the calculation formula of line loss rate. The corresponding relationship from top to bottom of the line is consistent to ensure that the calculation result of the line loss rate is within a reasonable range. If any one of the factors on the power supply side, the power sales side and the topology correlation is abnormal, it will affect the rationality rate of the line, such as reverse connection of the metering flow phase sequence, abnormal acquisition device, wrong line-transformer-station-meter relationship, and duplicate account information. Wait.
2、多系统数据交互:2. Multi-system data interaction:
10千伏分线线损率计算在同期系统中实现,计算所需的所有数据均从各个源端系统推送至同期。供电侧电量就是变电站出线电量,来源于电能量信息采集系统,因电采与SCADA系统数据分别来源于10千伏分线计量和保护两组不同回路,该数据准确性可通过SCADA系统进行校验;拓扑图形来源于GIS系统,其中关联还涉及SG186,PMS2.0等系统;售电侧电量包含配电变压器电量、箱变电量和高压用户电量,来源于用电信息采集系统,可通过该源端的历史电量数据进行校验。这些庞大的数据集成于同期系统,实现线损率计算,并通过这些数据可以进行线损率异常分析。The calculation of the line loss rate of the 10 kV branch line is realized in the synchronization system, and all the data required for the calculation are pushed from each source system to the same period. The power supply side power is the substation outlet power, which comes from the power energy information acquisition system. Since the data of the power acquisition and SCADA system are respectively derived from two different circuits of 10 kV sub-line measurement and protection, the accuracy of the data can be verified by the SCADA system. ;The topology graph comes from the GIS system, and the association also involves SG186, PMS2.0 and other systems; The electricity on the sales side includes the electricity of the distribution transformer, the electricity of the box transformer and the electricity of the high-voltage users, which comes from the electricity consumption information collection system, which can be passed through the The historical power data of the source end is verified. These huge data are integrated into the synchronization system to realize the calculation of the line loss rate, and through these data, the abnormal analysis of the line loss rate can be carried out.
本技术方案通过变电站、线路、台区三个区段,实现多系统数据信息的交互,如图2所示。变电站对应母线平衡率,线路对应分线线损率,台区对应台区线损率。分解三个区段后,可对应进行问题分析。This technical solution realizes the interaction of multi-system data information through three sections of substation, line and station area, as shown in Figure 2. The substation corresponds to the balance rate of the busbar, the line corresponds to the line loss rate of the branch line, and the station area corresponds to the line loss rate of the station area. After decomposing the three sections, the corresponding problem analysis can be carried out.
从图1可知,10千伏电缆线路供售电侧之间的拓扑关联涉及到开关站、配电站、箱变等。若线路未有效配置配网自动化系统,则该线路所供开关站进出线电量信息无法获取,只能通过供电侧电量、售电侧电量和线损率计算结果进行分析,即为“自下而上”的分析方法,已知线损率不合理,再依次向上逐步核查原因;若线路已有效配置配网自动化系统,则线路所供开关站进出线电量信息可获取,可以辅助分析连接线路供电侧与售电侧的数据正确性。同时因同期线损计算原则为“T+2”,即线损率2天后才计算,故通过配网自动化系统能提前预判故障场景,加快问题发现处理的速度,即为“自上而下”的分析方法,已知各类电量数据,对预判线损率不合理的线路进行分析。As can be seen from Figure 1, the topological association between the power supply and sales sides of the 10kV cable line involves switch stations, distribution stations, and box-type transformers. If the line is not effectively configured with the distribution network automation system, the power information of the incoming and outgoing lines of the switching station provided by the line cannot be obtained. If the line has been effectively configured with a distribution network automation system, the power information of the incoming and outgoing lines of the switch station provided by the line can be obtained, which can assist in analyzing the power supply of the connecting line Data accuracy on the side and the electricity sales side. At the same time, because the calculation principle of line loss in the same period is "T+2", that is, the line loss rate is calculated after 2 days. Therefore, the distribution network automation system can predict the fault scene in advance, and speed up the speed of problem discovery and processing, that is, "top-down" ” analysis method, all kinds of electricity data are known, and the line with unreasonable line loss rate is analyzed.
3、线损率异常分析方法:3. Analysis method of abnormal line loss rate:
下面针对未配置和已配置配网自动化情形分别讨论线损率异常分析方法。In the following, the analysis methods for abnormal line loss rate are discussed separately for the unconfigured and configured distribution automation scenarios.
3.1、未配置配网自动化情形:3.1. Situation when distribution network automation is not configured:
无配网自动化情形下,采取“自下而上”的末端排查方式对线损率异常线路进行原因核查,即对已发生线损率异常的线路查找原因。In the absence of distribution network automation, the "bottom-up" end-of-line inspection method is adopted to check the cause of the line with abnormal line loss rate, that is, to find the cause of the line with abnormal line loss rate.
线路A表示线损率异常线路,以其日线损率μA为例进行讨论。Line A represents a line with abnormal line loss rate, and its daily line loss rate μA is discussed as an example.
步骤1:对线路拓扑关联进行排查,若无异常,转步骤2;Step 1: Check the line topology association, if there is no abnormality, go to Step 2;
步骤2:对供电侧电量进行核查,利用SCADA系统与电采系统中数据进行对比。SCADA中线路A日平均电流IA,日平均电压UA,则可得线路A的日供电量:Step 2: Check the power on the power supply side, and use the SCADA system to compare the data in the power mining system. In SCADA, the daily average current I A of line A and the daily average voltage U A , the daily power supply of line A can be obtained:
式中,UA为线电压;h为时间,即24小时;In the formula, U A is the line voltage; h is the time, that is, 24 hours;
若日供电量WAS>日售电量WiA,或日供电量WAS<日售电量WiA,则现场供电侧计量回路异常、电采系统中负荷缺失等;若WAS=WiA,则表示供电侧电量无异常,转步骤3;If the daily power supply W AS > the daily electricity sales W iA , or the daily power supply W AS < the daily electricity sales W iA , the on-site power supply side metering circuit is abnormal, the load in the power mining system is missing, etc.; if W AS = W iA , then Indicates that there is no abnormality in the power supply side, go to step 3;
步骤3:售电侧分量采集异常,对采集问题进行消缺;若采集正常,转步骤4;Step 3: If the collection of components on the electricity sales side is abnormal, eliminate the problem of collection; if the collection is normal, go to step 4;
步骤4:从同期系统中获取台区线损率,并在源端用采系统中获取售电侧各分量的历史数据,并进行比对,电量异常进行消缺。若无异常,转步骤5;Step 4: Obtain the line loss rate of the station area from the system in the same period, and obtain the historical data of each component of the electricity sales side from the source end consumption system, and compare them, and eliminate the shortage of electricity abnormality. If there is no abnormality, go to step 5;
步骤5:现场逐一核查售电侧分量铭牌、接线等是否正常;Step 5: Check whether the nameplate and wiring of the power sales side are normal one by one on site;
根据日线损率μA的大小,可将不合理线路分为负损和正损线路;According to the size of daily line loss rate μ A , unreasonable lines can be divided into negative loss lines and positive loss lines;
在拓扑关联正常的情况下,根据式(1),针对负损线路,即WiA<WOA,重点对供电侧进行问题排查;针对正损线路,即WiA>WOA,重点对售电侧进行问题排查;In the case of normal topology correlation, according to formula (1), for negative loss lines, namely W iA <W OA , focus on troubleshooting on the power supply side; for positive loss lines, that is, W iA >W OA , focus on power sales Troubleshoot on the side;
其损率异常分析流程如图3所示。The abnormal analysis process of its loss rate is shown in Figure 3.
3.2、已配置配网自动化情形:3.2. Configuration automation of distribution network:
有配网自动情形下,采取“自上而下”的方式提前预判线损率不合理场景,即可根据拓扑关联中上下级之间功率差值提前判断异常原因,及时定位问题,并进行消缺。In the case of automatic distribution network, the "top-down" method is adopted to predict the unreasonable line loss rate in advance, and the abnormal cause can be judged in advance according to the power difference between the upper and lower levels in the topology association, and the problem can be located in time and carried out. Eliminate shortages.
由图1可知,10千伏电缆线路从变电站出来后依次送到下级开关站、配电站等。由用电采集系统可获得某配变/箱变在t时刻的功率为:It can be seen from Figure 1 that the 10 kV cable line is sent out of the substation to the lower switch station and distribution station in turn. The power of a distribution transformer/box transformer at time t obtained from the power collection system is:
Ppt=Pat+Pbt+Pct (3)P pt =P at +P bt +P ct (3)
其中为A、B、C相在t时刻的功率。in is the power of phase A, B and C at time t.
由配网自动化系统可获得开关站某出线k在t时刻的功率为:The power of a certain outlet k of the switching station at time t can be obtained from the distribution network automation system as:
式中,Ukt为t时刻线电压,Ikt为t时刻电流。In the formula, U kt is the line voltage at time t, and I kt is the current at time t.
同理,根据SCADA系统可知变电站某10千伏电缆b出线在t时刻的功率为:In the same way, according to the SCADA system, it can be known that the power of a 10kV cable b outlet in the substation at time t is:
由式(3)、(4)、(5)得到配变/箱变、开关站出线、变电站出线的日功率为:From equations (3), (4), and (5), the daily power of distribution transformer/box transformer, switch station outlet, and substation outlet can be obtained as:
目前配网自动化系统中每15分钟采集一次电压电流数据,故t之间的时间间隔为15分钟,即一天有96个点。At present, the voltage and current data are collected every 15 minutes in the distribution network automation system, so the time interval between t is 15 minutes, that is, there are 96 points in a day.
线损率合理的情形下,变电站出线b的电量与开关站内所有出线ki的电量相等,开关站出线k的电量与所有配电站pi的电量相等,即:When the line loss rate is reasonable, the power of the substation outlet b is equal to the power of all the outlets k i in the switch station, and the power of the switch station outlet k is equal to the power of all the substations p i , namely:
式中,t=1,2,...,n,...,96,N为开关站线个数或配电站个数。In the formula, t=1,2,...,n,...,96, N is the number of switch station lines or the number of distribution stations.
若各级功率之间偏差率α大于6%时,即:If the deviation rate α between all levels of power is greater than 6%, that is:
认为该10千伏电缆线路线损率不合理,根据同期系统“T+2”计算原则,可进行线损率验证。It is considered that the line loss rate of the 10kV cable line is unreasonable, and the line loss rate verification can be carried out according to the "T+2" calculation principle of the same period system.
故通过配网自动化,在多系统交互下,可预判线损率不合理情形。Therefore, through the automation of distribution network, under the interaction of multiple systems, the unreasonable line loss rate can be predicted.
4、实施例:4. Example:
为了验证上述所提两种线损率异常分析方法的有效性,针对某供电公司线路杨52和杨19进行案例分析。In order to verify the validity of the two abnormal analysis methods of line loss rate proposed above, a case analysis was carried out for the
4.1、杨52案例分析:4.1,
某供电公司10千伏电缆线路杨52通过同期系统获取其线损率,发现自某月10日起该线路日线损率由合理变为23.5%。A power supply company's 10 kV
杨52拓扑结构如图4所示。The
杨52送开关站TP300弄79号的10千伏二段母线,该开关站中31号出线送箱变59号和49号;32号出线送箱变27号和35号;33号出线送箱变43号和65号。
首先对线路拓扑进行排查,发现供售电侧之间的关联均正确。First, the line topology is checked, and it is found that the relationship between the power supply and sales sides is correct.
其次排查对供电侧电量,通过SCADA系统中电压电流数据依据式(2)计算出电量:Secondly, check the power on the power supply side, and calculate the power according to the formula (2) through the voltage and current data in the SCADA system:
与电采系统数据:16981.24kWh基本一致,可认为供电侧电量无异常。It is basically consistent with the data of the electric mining system: 16981.24kWh, and it can be considered that there is no abnormality in the power supply side.
最后对售电侧分量:59号、49号、27号、35号、43号、65号箱变的电量数据在同期系统中逐一核查,经过历史数据比发现,发现27号箱变数据异常偏小,10日之后电量比原来缺少1/3,同时线损率发生异动。Finally, for the electricity sales side components: the power data of No. 59, No. 49, No. 27, No. 35, No. 43, and No. 65 box transformers are checked one by one in the system during the same period. Small, after 10 days, the power will be 1/3 less than the original, and the line loss rate will change at the same time.
经现场核查发现该箱变电压回路熔丝A相熔断,处理后线损率恢复至2.3%,在合理范围内。After on-site inspection, it was found that the A-phase fuse of the box transformer voltage circuit was blown, and the line loss rate recovered to 2.3% after treatment, which was within a reasonable range.
4.2、杨19案例分析:4.2,
某供电公司10千伏电缆线路杨19的拓扑结构如图5所示,其送开关站TP300弄79号的10千伏一段母线,该开关站中21号出线送箱变61号和51号;22号出线送箱变29号和33号;23号出线送箱变41号、63号和71号。The topological structure of
某月15日通过配网自动化系统发现开关站TP300弄79号一段母线功率不平衡,而此时同期系统中只能查看所送该段母线的线路杨19在13日的线损率,且在合理范围内,无法通过查看异常线损率进行原因分析。On the 15th of a certain month, it was found through the distribution network automation system that the power of a section of the bus in No. 79, Lane TP300 of the switch station was unbalanced. At this time, in the system at the same time, only the line loss rate of
故通过配网自动化系统,计算杨19下所送配变和箱变功率,如表1所示:Therefore, through the distribution network automation system, the power of the distribution transformer and box transformer sent by
表1某日线路杨19配变/箱变功率Table 1
开关站出线功率如表2所示:The outgoing power of the switch station is shown in Table 2:
表2TP300弄79号开关站出线功率Table 2 Outgoing power of switch station No. 79 in Lane TP300
通过SCADA系统,计算杨19出线功率为:19548.8W。Through the SCADA system, the calculated output power of
对开关站出线21号ΔP1(21)=4.7W,α(21)=0.11%;对开关站出线22号ΔP1(22)=90.0W,α(22)=2.45%;对开关站出线23号ΔP1(23)=300.4W,α(23)=8.15%;对变电站出线杨19ΔP2=171.1W,α(y19)=0.88%。ΔP 1(21) = 4.7W, α ( 21) = 0.11% to No. 21 outgoing line of the switchgear; No. 23 ΔP 1 (23) = 300.4W, α (23) = 8.15%; for the substation outlet Yang 19ΔP 2 =171.1W, α (y19) = 0.88%.
由式(8)可知,α(23)≧6%,可判定该线路线损率不合理,且异常原因在开关站出线23号与下级所送设备41号、63号和71号箱变之间。It can be seen from formula (8) that α (23) ≧ 6%, it can be determined that the line loss rate of the line is unreasonable, and the abnormal cause is changed between No. 23 of the switch station outlet and No. 41, No. 63 and No. 71 of the equipment sent by the lower level. between.
定位故障后,现场核查发现63号箱变在15日现场施工完成后,铭牌标记错误,导致其关联台账信息错误,当天立即进行了更正。17日通过同期系统查询该线路15日发现其线损率为-21.37%,不在合理范围内。16日线损率恢复至3%。After locating the fault, the on-site inspection found that after the construction of the No. 63 box was completed on the 15th, the nameplate was incorrectly marked, resulting in an error in its associated ledger information, which was immediately corrected on the same day. On the 17th, the line was inquired through the same period system and found on the 15th that its line loss rate was -21.37%, which was not within a reasonable range. On the 16th, the line loss rate recovered to 3%.
案例杨52、杨19分别验证未配置配网自动化情形和已配置配网自动化情形下,所提出的线损率异常分析方法的有效性。
4.3、多个案例验证:4.3. Multiple case verification:
为进一步验证以上两种线损率异常分析方法的实用性,对某月10kV电缆线路进行分析,结果如表3所示。In order to further verify the practicability of the above two abnormal line loss rate analysis methods, the 10kV cable line in a certain month was analyzed, and the results are shown in Table 3.
表3某月10kV电缆线路异常原因分析及所用方法Table 3 Analysis of abnormal causes of 10kV cable lines in a certain month and methods used
表中“分析方法1”表示已配置配网自动化情形;“分析方法2”表示未配置配网自动化情形。In the table, "Analysis method 1" indicates that the distribution network automation has been configured; "Analysis method 2" indicates the situation that the distribution network automation has not been configured.
由多个案例分析结果可看出,该两种方法可相互配合,快速识别线损率异常原因,有效提高分析效率。It can be seen from the analysis results of multiple cases that the two methods can cooperate with each other to quickly identify the cause of abnormal line loss rate and effectively improve the analysis efficiency.
本发明的技术方案,针对10千伏电缆线路,依据变电站、线路、台区三者之间的多系统数据交互原则,分析电缆线路拓扑结构,提出两种未配置配网自动化情形下和已配置配网自动化情形下的线损率异常分析方法,并通过案例验证所公开的两种方法的有效性。The technical scheme of the present invention, for the 10kV cable line, analyzes the topology structure of the cable line according to the principle of multi-system data interaction between the substation, the line, and the station area, and proposes two unconfigured distribution network automation situations and configured The abnormal analysis method of line loss rate in the case of distribution network automation, and the effectiveness of the two disclosed methods is verified by cases.
本发明的技术方案,通过变电站、线路、台区三个区段之间的同期、数据采集与监视(SCADA,Supervisory Control And Data Acquisition)、电能量采集、用电信息采集等多系统交互,从电缆线路拓扑结构出发,根据有、无配网自动化系统的情况,提出了两种10千伏电缆线路线损率异常分析方法。该两种方法作为排查手段,分别在未配置和已配置配网自动化的情形下实现,在同期线损计算“T+2”的原则下可相互配合,有效提高异常线路分析排查效率,及时发现设备隐患,提升线路合理率,维护电网安全稳定运行。在配网自动化系统未全面有效覆盖的形势下,该两种方法分别给出不同的分析方法,在提升线路合理率的同时,能够有效缩短分析时长,提高分析效率。The technical scheme of the present invention, through the synchronization between the three sections of the substation, the line, and the station area, data acquisition and monitoring (SCADA, Supervisory Control And Data Acquisition), electric energy acquisition, power consumption information acquisition and other multi-system interactions, from Starting from the topological structure of the cable line, according to the situation with and without the distribution network automation system, two abnormal analysis methods for the line loss rate of the 10kV cable line are proposed. These two methods are used as troubleshooting methods, which are implemented in the case of unconfigured and configured distribution network automation respectively. They can cooperate with each other under the principle of "T+2" in the calculation of line loss over the same period, which can effectively improve the efficiency of abnormal line analysis and investigation, and find out in time. Equipment hidden dangers, improve the rational rate of lines, and maintain the safe and stable operation of the power grid. In the situation that the distribution network automation system is not fully and effectively covered, the two methods respectively provide different analysis methods, which can effectively shorten the analysis time and improve the analysis efficiency while improving the line rationality rate.
本发明的技术方案,针对10kV线路条数众多的问题,可相互配合,操作性强,可有效提高线损率异常分析效率,广泛用于降损工作。The technical scheme of the present invention can cooperate with each other to solve the problem of numerous 10kV lines, has strong operability, can effectively improve the analysis efficiency of abnormal line loss rate, and is widely used in loss reduction work.
本发明可广泛用于供电管理和线损分析领域。The invention can be widely used in the fields of power supply management and line loss analysis.
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