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CN118688573A - A method and device for analyzing power outage faults in a power distribution area - Google Patents

A method and device for analyzing power outage faults in a power distribution area Download PDF

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CN118688573A
CN118688573A CN202410973869.8A CN202410973869A CN118688573A CN 118688573 A CN118688573 A CN 118688573A CN 202410973869 A CN202410973869 A CN 202410973869A CN 118688573 A CN118688573 A CN 118688573A
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power outage
user
suspicious
power failure
users
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张晓平
邓凯
侯艾君
张茂军
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China Southern Power Grid Power Technology Co Ltd
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China Southern Power Grid Power Technology Co Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/08Locating faults in cables, transmission lines, or networks
    • G01R31/081Locating faults in cables, transmission lines, or networks according to type of conductors
    • G01R31/086Locating faults in cables, transmission lines, or networks according to type of conductors in power transmission or distribution networks, i.e. with interconnected conductors
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/08Locating faults in cables, transmission lines, or networks
    • G01R31/088Aspects of digital computing

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  • Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Theoretical Computer Science (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)

Abstract

本发明涉及低压配电网技术领域,公开了一种台区停电故障研判方法及装置。该方法当接收到停电告警信号时,通过解析停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图;在预设的分相线用户集合中确定若干个停电用户所属的一条或多条可疑停电分相线;对各可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合;将可疑停电用户集合与台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围。本发明无需增加多余的硬件停电通信模块,能够节省设备模块投资,降低设备运维难度,满足了台区故障停电研判的准确性、经济性、适用性要求。

The present invention relates to the technical field of low-voltage distribution networks, and discloses a method and device for analyzing power outage faults in a substation. When receiving a power outage alarm signal, the method obtains a substation physical topology map of several power outage users and power outage substations by parsing the power outage alarm signal; determines one or more suspicious power outage phase lines to which several power outage users belong in a preset phase line user set; performs table search operations and call-up operations on all users under each suspicious power outage phase line, and obtains a set of suspicious power outage users; combines the set of suspicious power outage users with the physical topology map of the substation, and analyzes and obtains suspicious disconnection points and suspicious power outage ranges. The present invention does not need to add redundant hardware power outage communication modules, can save equipment module investment, reduce the difficulty of equipment operation and maintenance, and meets the accuracy, economy, and applicability requirements of substation fault power outage analysis.

Description

一种台区停电故障研判方法及装置A method and device for analyzing power outage faults in a power distribution area

技术领域Technical Field

本发明涉及低压配电网技术领域,特别是涉及一种台区停电故障研判方法及装置。The present invention relates to the technical field of low-voltage distribution network, and in particular to a method and device for analyzing and judging power outage faults in a substation area.

背景技术Background Art

低压电网线路复杂,停电事件频发。在电网停电发生后,电网公司越早发现停电事件,越准确定位停电位置,就能越快启动停电抢修,恢复供电,最大化减少停电损失,提升用电服务水平。因此,近年来低压电网停电研判方法和手段一直是研究热点。常见的停电研判方法主要有两种,一种是信号法,另一种是数据法。信号法是通过智能电表在停电一刻自动判断停电状态,然后将停电信号发出,通常由电表电容支撑宽带载波模块将信号发出。但是如果停电是由于电缆断线导致,则载波信号无法穿越断口处,导致信号上送失败。为了应对这种情况,最近两年出现了双模通信技术,即宽带载波+低功率无线双合一,宽带载波作为主通道,低功率无线作为次通道,正常供电时主通道上送数据,线路停电时由无线通道上送停电信号。数据法一般通过采集上来的异常电压、异常功率数据,以及网络拓扑数据,联合判断出可疑停电用户和停电区域,再通过实时召测等手段进行核实、进一步缩小、明确区域和用户。The low-voltage power grid has complex lines and frequent power outages. After a power outage occurs, the sooner the power grid company discovers the power outage and the more accurately it locates the power outage, the faster it can start power outage repairs and restore power supply, thereby minimizing power outage losses and improving the level of electricity service. Therefore, in recent years, the methods and means of judging low-voltage power outages have been a hot topic of research. There are two common methods for judging power outages, one is the signal method and the other is the data method. The signal method is to automatically determine the power outage status through the smart meter at the moment of the power outage, and then send out the power outage signal, usually supported by the meter capacitor. The broadband carrier module sends the signal. However, if the power outage is caused by a cable break, the carrier signal cannot pass through the break, resulting in a failure to send the signal. In order to cope with this situation, dual-mode communication technology has emerged in the past two years, namely broadband carrier + low-power wireless dual-in-one, broadband carrier as the main channel, low-power wireless as the secondary channel, the main channel sends data when the power supply is normal, and the wireless channel sends the power outage signal when the line is out of power. The data method generally collects abnormal voltage, abnormal power data, and network topology data to jointly determine suspicious power outage users and power outage areas, and then verifies, further narrows down, and clarifies the areas and users through real-time call testing and other means.

目前的信号法和数据法都存在缺陷。信号法主要由通信技术决定,双模通信模块一是增加了设备投资,二是增加了设备运维难度,海量低压通信模块的运维量是不得不考虑的问题。同时,当大面积停电发生时,大量停电信号同一时间上送,会对不管载波通道还是微功率无线通道,都有信号拥堵、丢失的风险,导致判断结果不准确。数据法有二个最主要缺陷,一是由于基本数据都来源于通信采集,而低压通信通道的最显著特征就是稳定性不足,经常发生数据缺失,而目前的数据法都得太过理想,没有在算法里包含对数据缺失的各种情况的容忍、调整和纠正,造成理论上计算方法很理想,工程应用中却无法反映真实停电情况,漏判误判经常发生,每一次的误判,都有可能造成抢修人员到错了停电区域,延误了抢修时间。二是停电研判必须和准确物理拓扑网络结合一起,而低压拓扑的梳理本身就是一个系统性难题,目前的数据法要么有意忽略拓扑网络,直接认为拓扑是百分百准确的,这在低压拓扑经常变动的环境下是无法应用的;要么直接不考虑拓扑网络,而用通信网络代替,这也会造成将抢修人员指派到错误地点,延误了抢修时间。Both the current signal method and the data method have defects. The signal method is mainly determined by communication technology. The dual-mode communication module increases the equipment investment and the difficulty of equipment operation and maintenance. The operation and maintenance of massive low-voltage communication modules is an issue that must be considered. At the same time, when a large-scale power outage occurs, a large number of power outage signals are sent at the same time, which will cause signal congestion and loss to both the carrier channel and the micro-power wireless channel, resulting in inaccurate judgment results. The data method has two main defects. First, since the basic data comes from communication collection, the most significant feature of the low-voltage communication channel is the lack of stability, and data loss often occurs. The current data methods are too ideal, and the algorithm does not include tolerance, adjustment and correction for various situations of data loss. As a result, the theoretical calculation method is very ideal, but it cannot reflect the actual power outage situation in engineering applications. Missed judgments and misjudgments often occur. Every misjudgment may cause the repair personnel to go to the wrong power outage area, delaying the repair time. Second, power outage analysis must be combined with an accurate physical topology network, and the sorting out of low-voltage topology is itself a systematic problem. Current data methods either intentionally ignore the topology network and directly assume that the topology is 100% accurate, which is not applicable in an environment where the low-voltage topology changes frequently; or they directly ignore the topology network and use the communication network instead, which will also cause repair personnel to be assigned to the wrong location, delaying the repair time.

发明内容Summary of the invention

本发明提供了一种台区停电故障研判方法及装置,无需增加多余的硬件停电通信模块,能够节省设备模块投资,降低设备运维难度,满足了台区故障停电研判的准确性、经济性、适用性要求。The present invention provides a method and device for analyzing power outage faults in a substation area, which does not require the addition of redundant hardware power outage communication modules, can save equipment module investment, reduce the difficulty of equipment operation and maintenance, and meet the accuracy, economy, and applicability requirements of power outage fault analysis in substation areas.

为了解决上述技术问题,本发明提供了一种台区停电故障研判方法,包括:In order to solve the above technical problems, the present invention provides a method for analyzing and judging power outage faults in a transformer substation, comprising:

当接收到停电告警信号时,通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图;When a power outage alarm signal is received, a physical topology diagram of a plurality of power outage users and power outage stations is obtained by parsing the power outage alarm signal;

在预设的分相线用户集合中确定若干个所述停电用户所属的一条或多条可疑停电分相线;其中,所述分相线用户集合包括若干个同相用户集;Determine one or more suspected power outage phase lines to which several power outage users belong in a preset phase line user set; wherein the phase line user set includes several same-phase user sets;

对各所述可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合;Perform table search and call test operations on all users under each of the suspected power outage phase lines to obtain a set of suspected power outage users;

将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围。The set of suspected power outage users is combined with the physical topology map of the substation area to analyze and obtain the suspected disconnection points and the suspected power outage range.

进一步地,所述对各所述可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合,具体为:Furthermore, the table search operation and the call test operation are respectively performed on all users under each of the suspected power outage phase lines to obtain a set of suspected power outage users, specifically:

对各所述可疑停电分相线下的所有用户进行搜表操作,将搜表失败的用户添加至第一停电用户集合;Perform a table search operation on all users under each of the suspected power outage phase lines, and add users whose table search fails to the first power outage user set;

对各所述可疑停电分相线下的所有用户进行召测操作,将实时召测功率为0的用户添加至第二停电用户集合;Perform a call test operation on all users under each of the suspected power outage phase lines, and add users whose real-time call test power is 0 to the second power outage user set;

合并所述第一停电用户集合和所述第二停电用户集合,形成可疑停电用户集合。The first power outage user set and the second power outage user set are merged to form a suspicious power outage user set.

进一步地,所述当接收到停电告警信号时,通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图,具体为:Furthermore, when a power outage alarm signal is received, a physical topology diagram of a plurality of power outage users and power outage stations is obtained by parsing the power outage alarm signal, specifically:

解析所述停电告警信号得出告警信息和所述告警信息所属的停电台区;Analyze the power outage alarm signal to obtain alarm information and the power outage area to which the alarm information belongs;

在所述告警信息中获取若干个停电用户;Obtaining a number of power outage users from the alarm information;

在预设数据库中获取停电台区的台区物理拓扑图。Obtain the physical topology map of the outage area in the preset database.

进一步地,所述告警信息的生成方法包括以下的一种或多种组合:Furthermore, the method for generating the warning information includes one or more combinations of the following:

当接收到停电报修电话时,将与所述停电报修电话关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号;When a power outage repair call is received, the user associated with the power outage repair call is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated;

当接收到电表停电信号时,将与所述电表停电信号关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号;When a power outage signal from an electric meter is received, a user associated with the power outage signal from the electric meter is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated;

当采集到突变为0的电流序列时,将与所述突变为0的电流序列关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号。When a current sequence suddenly changing to 0 is collected, the user associated with the current sequence suddenly changing to 0 is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated.

进一步地,所述预设的分相线用户集合,具体为:Furthermore, the preset split-phase line user set is specifically:

根据预设周期采集停电台区下所有用户的若干个电压监测数据;Collect several voltage monitoring data of all users in the outage area according to the preset period;

将各用户的若干个电压监测数据进行归一化处理;Normalize several voltage monitoring data of each user;

依次将各用户与停电台区剩余所有用户的电压监测数据进行曲线相似性计算,根据计算结果形成若干个同相用户子集;其中,所述同相用户子集的个数与停电台区下的用户数相同;The voltage monitoring data of each user and all other users in the outage area are sequentially subjected to curve similarity calculations, and a number of same-phase user subsets are formed according to the calculation results; wherein the number of the same-phase user subsets is the same as the number of users in the outage area;

利用合并同类项法,对若干个所述同相用户子集进行迭代合并,形成预设个数的同相用户集,生成分相线用户集合。By using the method of merging similar items, a number of the same-phase user subsets are iteratively merged to form a preset number of same-phase user sets, thereby generating a split-phase line user set.

进一步地,所述依次将各用户与停电台区剩余所有用户的电压监测数据进行曲线相似性计算,根据计算结果形成若干个同相用户子集,具体为:Furthermore, the voltage monitoring data of each user and all other users in the outage area are sequentially subjected to curve similarity calculations, and several in-phase user subsets are formed according to the calculation results, specifically:

对于第一用户,采用动态时间规整算法,将第一用户电压监测数据分别与停电台区剩余的各用户的电压监测数据进行曲线相似性计算;For the first user, a dynamic time warping algorithm is used to calculate the curve similarity between the voltage monitoring data of the first user and the voltage monitoring data of the remaining users in the outage area;

将相似性最高的预设个数的用户添加至第一用户的同相用户子集合。A preset number of users with the highest similarity are added to the same-phase user subset of the first user.

进一步地,所述将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围,具体为:Furthermore, the suspicious power outage user set is combined with the physical topology map of the substation area to analyze and obtain the suspicious disconnection location and the suspected power outage range, specifically:

根据所述可疑停电用户集合在所述台区物理拓扑图上标注对应的若干个可疑停电用户位置;Marking corresponding locations of several suspicious power outage users on the physical topology map of the substation according to the suspicious power outage user set;

将排在所述台区物理拓扑图上第一位的可疑停电用户位置的电表前确定为可疑断线处;Determine the suspected disconnection point in front of the electric meter of the suspected power outage user located first on the physical topology map of the substation area;

根据所述可疑断线处确定可疑停电范围。The suspected power outage scope is determined based on the suspected disconnection location.

进一步地,在所述将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围后,还包括:Furthermore, after combining the set of suspected power outage users with the physical topology map of the substation area to analyze and obtain the suspected disconnection location and the suspected power outage range, the method further includes:

将可疑断线处和可疑停电范围发送至相关抢修人员,以使所述相关抢修人员根据所述可疑断线处进行故障排查,并进行故障处理。The suspected disconnection point and the suspected power outage range are sent to relevant emergency repair personnel, so that the relevant emergency repair personnel can conduct fault investigation and fault handling based on the suspected disconnection point.

进一步地,在所述通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图前,还包括:Furthermore, before obtaining the physical topology map of a plurality of power outage users and power outage stations by parsing the power outage alarm signal, the method further includes:

当接收到停电告警信号时,利用预设的故障判断方法判断所述停电告警信号对应的故障类型是否为全台区停电告警或台区分支全停电告警;When a power outage alarm signal is received, a preset fault judgment method is used to judge whether the fault type corresponding to the power outage alarm signal is a power outage alarm for the entire substation area or a power outage alarm for all substation branches;

若判断所述停电告警信号为全台区停电告警,则根据预设的全台区停电处理操作进行故障处理;If it is determined that the power outage alarm signal is a power outage alarm for the entire area, the fault processing is performed according to the preset power outage processing operation for the entire area;

若判断停电告警信号为台区分支全停电告警,则根据预设的台区分支全停电处理操作进行故障处理。If the power outage alarm signal is determined to be a total power outage alarm for the substation branch, the fault processing is performed according to the preset substation branch total power outage processing operation.

本发明提供了一种台区停电故障研判方法,在考虑物理地点对电压序列的相似性影响的前提下,采用相似性计算和最小范围聚类方法,对台区下的所有用户进行分类,得出分相线用户集合,避免了常见的自动聚类方法对现场情况的不适应性。本发明在充分考虑了停电时刻,断线点后同相同线用户全部停电、以及停电后宽带载波无法正常通讯的情况下,结合搜表和组召测两种手段,筛选出可疑停电用户集合,并将可疑停电用户集合与物理拓扑图相结合,得出故障研判结果,能够切实考虑现场通信、拓扑等各类实际情况,最大限度适应现场各类运行环境,满足了台区故障停电研判的准确性、经济性、适用性要求。本发明属于数据分析法,不需增加多余的硬件停电通信模块,能够节省设备模块投资,降低设备运维难度。The present invention provides a method for analyzing power outage faults in a substation area. Under the premise of considering the influence of the similarity of physical locations on voltage sequences, similarity calculation and minimum range clustering methods are used to classify all users under the substation area, and a phase line user set is obtained, thereby avoiding the inadaptability of common automatic clustering methods to on-site conditions. The present invention fully considers the power outage time, the situation that all users on the same line are out of power after the line break point, and the broadband carrier cannot communicate normally after the power outage. The two means of table search and group call test are combined to screen out a set of suspicious power outage users, and the suspicious power outage user set is combined with the physical topology map to obtain a fault analysis result. It can effectively consider various actual situations such as on-site communication and topology, adapt to various on-site operating environments to the maximum extent, and meet the accuracy, economy, and applicability requirements of power outage analysis in substation areas. The present invention belongs to the data analysis method, does not need to add redundant hardware power outage communication modules, can save equipment module investment, and reduce the difficulty of equipment operation and maintenance.

相应的,本发明提供了一种台区停电故障研判装置,包括:获取模块、分相线确定模块、搜表召测模块和分析模块;Accordingly, the present invention provides a device for analyzing and judging power outage faults in a transformer substation, comprising: an acquisition module, a phase line determination module, a table search and call module, and an analysis module;

所述获取模块用于当接收到停电告警信号时,通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图;The acquisition module is used for acquiring a physical topology map of a plurality of power outage users and power outage stations by analyzing the power outage alarm signal when receiving the power outage alarm signal;

所述分相线确定模块用于在预设的分相线用户集合中确定若干个所述停电用户所属的一条或多条可疑停电分相线;其中,所述分相线用户集合包括若干个同相用户集;The phase line determination module is used to determine one or more suspected power outage phase lines to which several power outage users belong in a preset phase line user set; wherein the phase line user set includes several same-phase user sets;

所述搜表召测模块用于对各所述可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合;The table search and call test module is used to perform table search and call test operations on all users under each of the suspected power outage phase lines to obtain a set of suspected power outage users;

所述分析模块用于将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围。The analysis module is used to combine the set of suspected power outage users with the physical topology map of the substation area, and analyze and obtain the suspected disconnection points and the suspected power outage range.

本发明提供了一种台区停电故障研判装置,以模块间的有机结合为基础,在考虑物理地点对电压序列的相似性影响的前提下,采用相似性计算和最小范围聚类方法,对台区下的所有用户进行分类,得出分相线用户集合,避免了常见的自动聚类方法对现场情况的不适应性。本发明在充分考虑了停电时刻,断线点后同相同线用户全部停电、以及停电后宽带载波无法正常通讯的情况下,结合搜表和组召测两种手段,筛选出可疑停电用户集合,并将可疑停电用户集合与物理拓扑图相结合,得出故障研判结果,能够切实考虑现场通信、拓扑等各类实际情况,最大限度适应现场各类运行环境,满足了台区故障停电研判的准确性、经济性、适用性要求。本发明属于数据分析法,不需增加多余的硬件停电通信模块,能够节省设备模块投资,降低设备运维难度。The present invention provides a power outage fault analysis device for a substation area. Based on the organic combination of modules, and considering the similarity of the physical location to the voltage sequence, similarity calculation and minimum range clustering methods are used to classify all users under the substation area, and a phase line user set is obtained, thereby avoiding the inadaptability of common automatic clustering methods to on-site conditions. The present invention fully considers the power outage time, the situation that all users on the same line are out of power after the line break point, and the broadband carrier cannot communicate normally after the power outage. The two means of table search and group call test are combined to screen out a set of suspicious power outage users, and the suspicious power outage user set is combined with the physical topology map to obtain a fault analysis result. It can effectively consider various actual situations such as on-site communication and topology, and adapt to various on-site operating environments to the maximum extent, meeting the accuracy, economy, and applicability requirements of the power outage analysis of the substation area. The present invention belongs to the data analysis method, does not need to add redundant hardware power outage communication modules, can save equipment module investment, and reduce the difficulty of equipment operation and maintenance.

附图说明BRIEF DESCRIPTION OF THE DRAWINGS

图1为本发明提供的台区停电故障研判方法的一种实施例的流程示意图;FIG1 is a flow chart of an embodiment of a method for analyzing and determining a power outage fault in a transformer area provided by the present invention;

图2为本发明提供的低压台区的一种实施例的结构示意图;FIG2 is a schematic structural diagram of an embodiment of a low-voltage station area provided by the present invention;

图3为本发明提供的台区停电故障研判方法的另一种实施例的流程示意图;FIG3 is a flow chart of another embodiment of a method for analyzing and determining a power outage fault in a transformer area provided by the present invention;

图4为本发明提供的台区停电故障研判装置的一种实施例的结构示意图。FIG4 is a schematic structural diagram of an embodiment of a device for analyzing and determining power outage faults in a transformer substation provided by the present invention.

具体实施方式DETAILED DESCRIPTION

下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有作出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

附图中所示的流程图仅是示例说明,不是必须包括所有的内容和操作/步骤,也不是必须按所描述的顺序执行。例如,有的操作/步骤还可以分解、组合或部分合并,因此实际执行的顺序有可能根据实际情况改变。The flowcharts shown in the accompanying drawings are only examples and do not necessarily include all the contents and operations/steps, nor must they be executed in the order described. For example, some operations/steps may also be decomposed, combined or partially merged, so the actual execution order may change according to actual conditions.

下面结合附图,对本发明的一些实施方式作详细说明。在不冲突的情况下,下述的实施例及实施例中的特征可以相互组合。Some embodiments of the present invention are described in detail below in conjunction with the accompanying drawings. In the absence of conflict, the following embodiments and features in the embodiments can be combined with each other.

实施例1Example 1

参见图1,是本发明提供的台区停电故障研判方法的一种实施例的流程示意图,该方法包括步骤101至步骤104,各步骤具体如下:Referring to FIG. 1 , it is a flow chart of an embodiment of a method for analyzing and determining a power outage fault in a transformer area provided by the present invention. The method includes steps 101 to 104, and each step is specifically as follows:

步骤101:当接收到停电告警信号时,通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图。Step 101: When a power outage alarm signal is received, a physical topology map of a plurality of power outage users and power outage stations is obtained by parsing the power outage alarm signal.

进一步地,在本发明第一实施例中,在所述通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图前,还包括:Furthermore, in the first embodiment of the present invention, before obtaining a physical topology map of a plurality of power outage users and power outage stations by parsing the power outage alarm signal, the method further includes:

当接收到停电告警信号时,利用预设的故障判断方法判断所述停电告警信号对应的故障类型是否为全台区停电告警或台区分支全停电告警;When a power outage alarm signal is received, a preset fault judgment method is used to judge whether the fault type corresponding to the power outage alarm signal is a power outage alarm for the entire substation area or a power outage alarm for all substation branches;

若判断所述停电告警信号为全台区停电告警,则根据预设的全台区停电处理操作进行故障处理;If it is determined that the power outage alarm signal is a power outage alarm for the entire area, the fault processing is performed according to the preset power outage processing operation for the entire area;

若判断停电告警信号为台区分支全停电告警,则根据预设的台区分支全停电处理操作进行故障处理。If the power outage alarm signal is determined to be a total power outage alarm for the substation branch, the fault processing is performed according to the preset substation branch total power outage processing operation.

在本发明第一实施例中,参见图2,是本发明提供的低压台区的一种实施例的结构示意图。低压台区包括计量自动化主站、与计量自动化主站连接的台区变压器,台区变压器通过分支开关,与各个分支下用户电表相连接,所有同相用户连接到同一个分支下的同一个分相线。低压台区停电类型按停电区域划分,可以分为全台区停电(情况1)、分支线全线停电(情况2)、分支线下部分断线停电(情况3)和单用户户内停电(情况4)四种类型。当停电类型为全台区停电时,台区集中器有0电流、0功率等停电信号,无需深入到台区以下低压区域进行判断,该全台区停电的判断方法较为容易而且准确率较高。当停电类型为分支线全线停电时,台区集中器的分支监测模块、分支开关均有停电信号告警,分支线全线停电的判断方法实施方便,也是属于较为容易且准确率较高的判断方法。因此,在接收到停电告警信号时,利用全台区停电和分支线全线停电判断方法可以快速判断出这两种故障类型,从而采用相应的故障处理手段解决停电故障。而当停电类型为分支线下部分断线停电时,该停电类型是最常发生也是最复杂的情况。低压网络拓扑是树形结构,经常由于施工、线缆或设备故障等问题引起某分支下的某条线路某部分断线,导致线路后用户停电,此停电类型占了低压停电事件的80%以上,因此分支线下部分断线停电最常发生;低压网络错综复杂,特别在大城市城中村、街道等区域,物理网络拓扑缺失、通信通道情况不好的情况下,难以快速准确地定位到停电的用户,因此分支线下部分断线停电最复杂。当停电类型为单用户户内停电时,该停电类型的发生一般是用户户内用电设备异常导致表后开关跳闸,跟低压电网没有关系,但如何判断出单用户户内停电的停电类型也较为复杂。因此,针对分支线下部分断线停电和单用户户内停电这两种类型,需要进一步进行故障研判,得出故障点,从而解决停电故障。In the first embodiment of the present invention, referring to FIG. 2, it is a structural schematic diagram of an embodiment of the low-voltage substation provided by the present invention. The low-voltage substation includes a metering automation master station and a substation transformer connected to the metering automation master station. The substation transformer is connected to the user's electric meter under each branch through a branch switch, and all the same-phase users are connected to the same split-phase line under the same branch. The low-voltage substation power outage type can be divided into four types according to the power outage area: a full substation power outage (case 1), a full branch line power outage (case 2), a partial line break power outage under the branch line (case 3) and a single-user indoor power outage (case 4). When the power outage type is a full substation power outage, the substation concentrator has power outage signals such as 0 current and 0 power, and there is no need to go deep into the low-voltage area below the substation for judgment. The judgment method of the full substation power outage is relatively easy and has a high accuracy rate. When the power outage type is a full branch line power outage, the branch monitoring module and the branch switch of the substation concentrator have power outage signal alarms. The judgment method of the full branch line power outage is easy to implement, and it is also a relatively easy and accurate judgment method. Therefore, when receiving the power outage alarm signal, the two types of faults can be quickly determined by using the method of judging the power outage of the entire area and the power outage of the entire branch line, so as to adopt the corresponding fault handling means to solve the power outage fault. When the power outage type is a partial line break under the branch line, this type of power outage is the most common and most complicated situation. The low-voltage network topology is a tree structure. It is often caused by construction, cable or equipment failures and other problems that cause a part of a line under a branch to be broken, resulting in power outages for users behind the line. This type of power outage accounts for more than 80% of low-voltage power outage events, so partial line breakage under the branch line is the most common; the low-voltage network is complex, especially in urban villages, streets and other areas in large cities. When the physical network topology is missing and the communication channel is not in good condition, it is difficult to quickly and accurately locate the users who have lost power, so partial line breakage under the branch line is the most complicated. When the power outage type is a single-user indoor power outage, this type of power outage usually occurs because the user's indoor electrical equipment is abnormal, causing the switch behind the meter to trip, and has nothing to do with the low-voltage power grid. However, how to determine the type of power outage for a single-user indoor power outage is also relatively complicated. Therefore, for the two types of power outages caused by partial disconnection under the branch line and single-user indoor power outages, further fault analysis is required to determine the fault point and solve the power outage fault.

进一步地,在本发明第一实施例中,当接收到停电告警信号时,通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图,具体为:Further, in the first embodiment of the present invention, when a power outage alarm signal is received, a physical topology diagram of a plurality of power outage users and power outage stations is obtained by parsing the power outage alarm signal, specifically:

解析所述停电告警信号得出告警信息和所述告警信息所属的停电台区;Analyze the power outage alarm signal to obtain alarm information and the power outage area to which the alarm information belongs;

在所述告警信息中获取若干个停电用户;Obtaining a number of power outage users from the alarm information;

在预设数据库中获取停电台区的台区物理拓扑图。Obtain the physical topology map of the outage area in the preset database.

进一步地,在本发明第一实施例中,告警信息的生成方法包括以下的一种或多种组合:Furthermore, in the first embodiment of the present invention, the method for generating the warning information includes one or more combinations of the following:

当接收到停电报修电话时,将与所述停电报修电话关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号;When a power outage repair call is received, the user associated with the power outage repair call is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated;

当接收到电表停电信号时,将与所述电表停电信号关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号;When a power outage signal from an electric meter is received, a user associated with the power outage signal from the electric meter is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated;

当采集到突变为0的电流序列时,将与所述突变为0的电流序列关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号。When a current sequence suddenly changing to 0 is collected, the user associated with the current sequence suddenly changing to 0 is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated.

在本发明第一实施例中,当有停电信号到达主站时,主站启动停电故障研判流程。其中,停电信号可能是用户停电报修电话,可能是电表停电信号上送,也可能是主站采集电流序列突变为0等。当主站接收到以上停电信号时,将与停电信号关联的用户进行标识,存储在报警信息中,生成停电告警信号。In the first embodiment of the present invention, when a power outage signal arrives at the master station, the master station starts the power outage fault analysis process. The power outage signal may be a user's power outage repair phone call, a power outage signal sent by an electric meter, or a sudden change of the current sequence collected by the master station to 0. When the master station receives the above power outage signals, it identifies the user associated with the power outage signal, stores it in the alarm information, and generates a power outage alarm signal.

步骤102:在预设的分相线用户集合中确定若干个所述停电用户所属的一条或多条可疑停电分相线;其中,所述分相线用户集合包括若干个同相用户集。Step 102: Determine one or more suspected power outage phase lines to which several power outage users belong in a preset phase line user set; wherein the phase line user set includes several same-phase user sets.

在本发明第一实施例中,当分相断线时,以断线点为界,断线点后面的所有用户将全部停电。对于分支线下部分断线停电的停电类型,当准确判断停电相线路和停电用户集合时,有助于快速定位断线点,提高抢修效率。而准确判断停电相线路和停电用户集合的基础是正常供电时每个分相线包含的准确全部用户集合。本发明采用电压数据序列的相似性计算以及最小范围聚类方法获取分相线用户集合。其中,相似性计算是基于分相间的角差导致的不同相数据序列的显著差异性,最小范围聚类则是充分考虑了物理地点对电压序列的相似性的影响,物理地点越接近即两个同相用户离得越近,电压曲线相似性越高。生成分相线用户集合即对分相线所对应的用户进行分类,为判断停电相线路和停电用户集合提供了数据基础。In the first embodiment of the present invention, when a phase line is disconnected, all users behind the disconnection point will be cut off from power supply, with the disconnection point as the boundary. For the type of power outage caused by partial disconnection of the branch line, when the power outage phase line and the power outage user set are accurately determined, it is helpful to quickly locate the disconnection point and improve the efficiency of emergency repair. The basis for accurately determining the power outage phase line and the power outage user set is the accurate set of all users contained in each phase line during normal power supply. The present invention uses the similarity calculation of the voltage data sequence and the minimum range clustering method to obtain the phase line user set. Among them, the similarity calculation is based on the significant differences of the different phase data sequences caused by the angular difference between the phases, and the minimum range clustering fully considers the influence of the physical location on the similarity of the voltage sequence. The closer the physical location is, the closer the two users in the same phase are, the higher the similarity of the voltage curve. Generating the phase line user set means classifying the users corresponding to the phase line, which provides a data basis for determining the power outage phase line and the power outage user set.

进一步地,在本发明第一实施例中,预设的分相线用户集合,具体为:Furthermore, in the first embodiment of the present invention, the preset split-phase line user set is specifically:

根据预设周期采集停电台区下所有用户的若干个电压监测数据;Collect several voltage monitoring data of all users in the outage area according to the preset period;

将各用户的若干个电压监测数据进行归一化处理;Normalize several voltage monitoring data of each user;

依次将各用户与停电台区剩余所有用户的电压监测数据进行曲线相似性计算,根据计算结果形成若干个同相用户子集;其中,所述同相用户子集的个数与停电台区下的用户数相同;The voltage monitoring data of each user and all other users in the outage area are sequentially subjected to curve similarity calculations, and a number of same-phase user subsets are formed according to the calculation results; wherein the number of the same-phase user subsets is the same as the number of users in the outage area;

利用合并同类项法,对若干个所述同相用户子集进行迭代合并,形成预设个数的同相用户集,生成分相线用户集合。By using the method of merging similar items, a number of the same-phase user subsets are iteratively merged to form a preset number of same-phase user sets, thereby generating a split-phase line user set.

进一步地,在本发明第一实施例中,依次将各用户与停电台区剩余所有用户的电压监测数据进行曲线相似性计算,根据计算结果形成若干个同相用户子集,具体为:Furthermore, in the first embodiment of the present invention, curve similarity calculations are performed on the voltage monitoring data of each user and all remaining users in the outage area in turn, and several in-phase user subsets are formed according to the calculation results, specifically:

对于第一用户,采用动态时间规整算法,将第一用户电压监测数据分别与停电台区剩余的各用户的电压监测数据进行曲线相似性计算;For the first user, a dynamic time warping algorithm is used to calculate the curve similarity between the voltage monitoring data of the first user and the voltage monitoring data of the remaining users in the outage area;

将相似性最高的预设个数的用户添加至第一用户的同相用户子集合。A preset number of users with the highest similarity are added to the same-phase user subset of the first user.

作为本发明第一实施例的一种举例,假设台区下有i个用户,分别是[N1、N2、N3…Ni],计量自动化主站通过定时召测能获取每个台区下每个用户一天的电压监测数据,比如平均15分钟1个点电压数据,1天可以获取总共96个点电压数据。将每个用户的96个点电压数据进行归一化处理,并将用户i与同台区其他所有用户之间一一采用DTW(动态时间规整)算法进行曲线相似性计算,取其中相似性数值最高的5个用户,作为用户i的同相用户子集合。对台区下的其他用户进行相同的计算,能够得到i个用户各自的同相用户子集合,从而得到总共i个同相用户子集合。将总共i个同相用户子集进行两两同类项合并,即两个子集如包含有相同用户则合并成一个新子集;经过多轮迭代合并后,将最终生成n(n>=3)个分相线用户集合,每个集合中包含的用户都属于同一分相线。As an example of the first embodiment of the present invention, it is assumed that there are i users in the substation, namely [N1, N2, N3...Ni]. The metering automation master station can obtain the voltage monitoring data of each user in each substation for one day through regular call-up, such as an average of 1 point voltage data every 15 minutes, and a total of 96 point voltage data can be obtained in one day. The 96 point voltage data of each user are normalized, and the curve similarity calculation is performed one by one between user i and all other users in the same substation using the DTW (dynamic time warping) algorithm, and the 5 users with the highest similarity values are taken as the same-phase user subset of user i. The same calculation is performed on other users in the substation, and the same-phase user subsets of i users can be obtained, thereby obtaining a total of i same-phase user subsets. The total i same-phase user subsets are merged two by two similar items, that is, if two subsets contain the same user, they are merged into a new subset; after multiple rounds of iterative merging, n (n>=3) phase line user sets will be finally generated, and the users contained in each set belong to the same phase line.

在本发明第一实施例中,选用动态时间规整算法进行曲线相似性计算,是由于针对两条曲线的时间难以完全同步,在曲线平移的情况下采用动态时间规整算法会有较好的效果,本发明进行曲线相似性计算可选用其他替代算法。In the first embodiment of the present invention, a dynamic time warping algorithm is selected to calculate curve similarity. This is because it is difficult to completely synchronize the time of two curves. In the case of curve translation, the dynamic time warping algorithm will have a better effect. The present invention can use other alternative algorithms for curve similarity calculation.

在本发明第一实施例中,在获取分相线用户集合后,将与停电告警信号关联的用户与各分相线用户集合中的用户作对比,从而得出包含停电用户的分相线用户集合,将该分相线标识为可疑停电分相线,并将分相线标识发给台区集中器。其中,停电用户有可能分散于不同的分相线,因此,在将分相线用户集合与停电用户作对比时,有可能获取多个可疑停电分相线。In the first embodiment of the present invention, after obtaining the phase line user set, the user associated with the power outage alarm signal is compared with the users in each phase line user set, so as to obtain the phase line user set including the power outage user, identify the phase line as a suspected power outage phase line, and send the phase line identification to the substation concentrator. Among them, the power outage users may be scattered on different phase lines, so when comparing the phase line user set with the power outage users, it is possible to obtain multiple suspected power outage phase lines.

步骤103:对各所述可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合。Step 103: Perform table search and test call operations on all users under each of the suspected power outage phase lines to obtain a set of suspected power outage users.

进一步地,在本发明第一实施例中,对各所述可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合,具体为:Further, in the first embodiment of the present invention, table search operations and call test operations are performed on all users under each of the suspected power outage phase lines to obtain a set of suspected power outage users, specifically:

对各所述可疑停电分相线下的所有用户进行搜表操作,将搜表失败的用户添加至第一停电用户集合;Perform a table search operation on all users under each of the suspected power outage phase lines, and add users whose table search fails to the first power outage user set;

对各所述可疑停电分相线下的所有用户进行召测操作,将实时召测功率为0的用户添加至第二停电用户集合;Perform a test call operation on all users under each of the suspected power outage phase lines, and add users whose real-time test power is 0 to the second power outage user set;

合并所述第一停电用户集合和所述第二停电用户集合,形成可疑停电用户集合。The first power outage user set and the second power outage user set are merged to form a suspicious power outage user set.

在本发明第一实施例中,在获取可疑停电分相线后,分别启动该分相线下所有用户的搜表和召测,具体的,采用台区集中器启动可疑停电分相线下所有用户的搜表工作,将未能搜到的用户列入停电用户集合1,并回传主站;采用台区集中器继续启动可疑停电分相线下所有用户的组召测,召测实时功率,将实时功率为0的用户列入停电用户集合2,并回传主站;主站将停电用户集合1和停电用户集合2合并,生成可疑停电用户集合。In the first embodiment of the present invention, after obtaining the suspected power outage phase line, the meter search and call test of all users under the phase line are started respectively. Specifically, the meter search of all users under the suspected power outage phase line is started by the substation concentrator, and the users who cannot be searched are included in the power outage user set 1, and the data is transmitted back to the main station; the substation concentrator is used to continue to start the group call test of all users under the suspected power outage phase line, and the real-time power is measured, and the users with real-time power of 0 are included in the power outage user set 2, and the data is transmitted back to the main station; the main station merges the power outage user set 1 and the power outage user set 2 to generate a suspected power outage user set.

步骤104:将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围。Step 104: Combine the set of suspected power outage users with the physical topology map of the substation area to analyze and obtain the suspected disconnection points and the suspected power outage range.

进一步地,在本发明第一实施例中,将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围,具体为:Furthermore, in the first embodiment of the present invention, the set of suspected power outage users is combined with the physical topology map of the substation area to analyze and obtain the suspected disconnection location and the suspected power outage range, specifically:

根据所述可疑停电用户集合在所述台区物理拓扑图上标注对应的若干个可疑停电用户位置;Marking corresponding locations of several suspicious power outage users on the physical topology map of the substation according to the suspicious power outage user set;

将排在所述台区物理拓扑图上第一位的可疑停电用户位置的电表前确定为可疑断线处;Determine the suspected disconnection point in front of the electric meter of the suspected power outage user located first on the physical topology map of the substation area;

根据所述可疑断线处确定可疑停电范围。The suspected power outage scope is determined based on the suspected disconnection location.

在本发明第一实施例中,低压台区维护有清晰准确的物理拓扑图,物理拓扑图能显示各分相线上各用户的前后物理位置关系,因此,在获取可疑停电用户集合后,将其与物理拓扑图相结合,可分析得出可疑停电范围和断线处,可疑断线处位于停电集合中排物理拓扑图上第一位的用户的电表前。In the first embodiment of the present invention, the low-voltage substation maintains a clear and accurate physical topology map, which can display the front and back physical position relationship of each user on each phase line. Therefore, after obtaining a set of suspected power outage users, it is combined with the physical topology map to analyze the suspected power outage range and line break location. The suspected line break location is located in front of the electric meter of the user who ranks first on the physical topology map in the power outage set.

进一步地,在本发明第一实施例中,在将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围后,还包括:Furthermore, in the first embodiment of the present invention, after combining the set of suspected power outage users with the physical topology map of the substation area and analyzing and obtaining the suspected disconnection location and the suspected power outage range, the method further includes:

将可疑断线处和可疑停电范围发送至相关抢修人员,以使所述相关抢修人员根据所述可疑断线处进行故障排查,并进行故障处理。The suspected disconnection point and the suspected power outage range are sent to relevant emergency repair personnel, so that the relevant emergency repair personnel can conduct fault investigation and fault handling based on the suspected disconnection point.

在本发明第一实施例中,将可疑停电用户集合、可疑断线处和可疑停电范围等一并发给抢修人员,抢修人员到达现场后,从可疑断线处开始进行故障排查,确定真实断线处,从而开展抢修,解决停电故障。针对没有物理拓扑图的台区,抢修人员通过自身对线路的了解,结合接收到的可疑停电用户集合,可以找到线路上的第一个用户,从而开始排查。In the first embodiment of the present invention, the suspected power outage user set, suspected disconnection location, and suspected power outage range are sent to the emergency repair personnel. After the emergency repair personnel arrive at the scene, they start troubleshooting from the suspected disconnection location to determine the actual disconnection location, thereby carrying out emergency repairs and solving the power outage fault. For the substation area without a physical topology map, the emergency repair personnel can find the first user on the line through their own understanding of the line and the received suspected power outage user set, and then start troubleshooting.

作为本发明第一实施例的一种举例,参见图3,是本发明提供的台区停电故障研判方法的另一种实施例的流程示意图。当计量自动化主站收到停电告警时,在排除全台区停电告警、台区分支全停电告警后,启动断线停电故障点研判;主站将停电信号关联的用户进行标识,从台区下所有分相线用户集合中,找到包含停电用户的分相线集合,将该分相线标识为可疑停电分相线,并将可疑停电分相线标识发给台区集中器;台区集中器启动可疑停电分相线下所有用户的搜表工作,对于未能搜到的用户子集,列入可疑停电用户集合1,并回传主站;台区集中器继续启动该分相线下所有用户的组召测,召测实时功率,将实时功率为0的用户列入可疑停电用户集合2,并回传主站;主站将可疑停电用户集合1和可疑停电用户集合2合并,生成可疑停电用户集合3;主站将可疑停电用户集合3与该停电台区的物理拓扑图相结合,分析得出可疑停电范围和断线处;主站将可疑断线处、可疑停电用户集合一并发给抢修人员,以使抢修人员到达现场可疑断线处,进行故障排查,确定真实断线处并开展抢修,恢复故障。As an example of the first embodiment of the present invention, refer to Figure 3, which is a flow chart of another embodiment of the method for power outage fault analysis and judgment of a substation provided by the present invention. When the metering automation master station receives a power outage alarm, after excluding the power outage alarm of the entire substation area and the power outage alarm of the entire substation branch, the line break power outage fault point analysis is started; the master station identifies the users associated with the power outage signal, and finds the phase line set that includes the power outage users from the set of all phase line users under the substation area, identifies the phase line as a suspected power outage phase line, and sends the suspected power outage phase line identifier to the substation concentrator; the substation concentrator starts the table search of all users under the suspected power outage phase line, and for the user subset that cannot be searched, it is included in the suspected power outage user set 1 and sent back to the master station; the substation concentrator continues to start The group call test of all users under the phase line is carried out to test the real-time power, and the users with real-time power of 0 are included in the suspicious power outage user set 2, and the data is transmitted back to the main station; the main station merges the suspicious power outage user set 1 and the suspicious power outage user set 2 to generate the suspicious power outage user set 3; the main station combines the suspicious power outage user set 3 with the physical topology map of the outage station area, and analyzes the suspected power outage range and the disconnection point; the main station sends the suspected disconnection point and the suspicious power outage user set to the emergency repair personnel, so that the emergency repair personnel can arrive at the suspected disconnection point on site to conduct fault investigation, determine the actual disconnection point, carry out emergency repair, and restore the fault.

综上,本发明第一实施例提供了一种台区停电故障研判方法,在考虑物理地点对电压序列的相似性影响的前提下,采用相似性计算和最小范围聚类方法,对台区下的所有用户进行分类,得出分相线用户集合,避免了常见的自动聚类方法对现场情况的不适应性。本发明在充分考虑了停电时刻,断线点后同相同线用户全部停电、以及停电后宽带载波无法正常通讯的情况下,结合搜表和组召测两种手段,筛选出可疑停电用户集合,并将可疑停电用户集合与物理拓扑图相结合,得出故障研判结果,能够切实考虑现场通信、拓扑等各类实际情况,最大限度适应现场各类运行环境,满足了台区故障停电研判的准确性、经济性、适用性要求。本发明属于数据分析法,不需增加多余的硬件停电通信模块,能够节省设备模块投资,降低设备运维难度。In summary, the first embodiment of the present invention provides a method for analyzing power outage faults in a substation area. Under the premise of considering the influence of the similarity of physical locations on voltage sequences, similarity calculation and minimum range clustering methods are used to classify all users under the substation area, and a set of phase-line users is obtained, thereby avoiding the inadaptability of common automatic clustering methods to on-site conditions. The present invention fully considers the power outage time, the situation where all users on the same line are out of power after the line break point, and the broadband carrier cannot communicate normally after the power outage. It combines the two means of table search and group call test to screen out a set of suspicious power outage users, and combines the suspicious power outage user set with the physical topology map to obtain a fault analysis result. It can effectively consider various actual situations such as on-site communication and topology, and adapt to various on-site operating environments to the maximum extent, meeting the accuracy, economy, and applicability requirements of power outage analysis in substation areas. The present invention belongs to the data analysis method, does not need to add redundant hardware power outage communication modules, can save equipment module investment, and reduce the difficulty of equipment operation and maintenance.

实施例2Example 2

参见图4,是本发明提供的台区停电故障研判装置的一种实施例的结构示意图,该装置包括获取模块201、分相线确定模块202、搜表召测模块203和分析模块204;4 is a schematic diagram of the structure of an embodiment of a device for analyzing and determining a power outage fault in a transformer area provided by the present invention, the device includes an acquisition module 201, a phase line determination module 202, a table search and call module 203, and an analysis module 204;

获取模块201用于当接收到停电告警信号时,通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图;The acquisition module 201 is used for obtaining a physical topology map of a plurality of power outage users and power outage stations by parsing the power outage alarm signal when receiving the power outage alarm signal;

分相线确定模块202用于在预设的分相线用户集合中确定若干个所述停电用户所属的一条或多条可疑停电分相线;其中,所述分相线用户集合包括若干个同相用户集;The phase line determination module 202 is used to determine one or more suspected power outage phase lines to which several power outage users belong in a preset phase line user set; wherein the phase line user set includes several same-phase user sets;

搜表召测模块203用于对各所述可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合;The table search and call test module 203 is used to perform table search and call test operations on all users under each of the suspected power outage phase lines to obtain a set of suspected power outage users;

分析模块204用于将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围。The analysis module 204 is used to combine the set of suspected power outage users with the physical topology map of the substation area, and analyze and obtain the suspected disconnection points and the suspected power outage range.

进一步地,在本发明第二实施例中,对各所述可疑停电分相线下的所有用户分别进行搜表操作和召测操作,得出可疑停电用户集合,具体为:Further, in the second embodiment of the present invention, table search operation and call test operation are respectively performed on all users under each of the suspected power outage phase lines to obtain a set of suspected power outage users, specifically:

对各所述可疑停电分相线下的所有用户进行搜表操作,将搜表失败的用户添加至第一停电用户集合;Perform a table search operation on all users under each of the suspected power outage phase lines, and add users whose table search fails to the first power outage user set;

对各所述可疑停电分相线下的所有用户进行召测操作,将实时召测功率为0的用户添加至第二停电用户集合;Perform a call test operation on all users under each of the suspected power outage phase lines, and add users whose real-time call test power is 0 to the second power outage user set;

合并所述第一停电用户集合和所述第二停电用户集合,形成可疑停电用户集合。The first power outage user set and the second power outage user set are merged to form a suspicious power outage user set.

进一步地,在本发明第二实施例中,当接收到停电告警信号时,通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图,具体为:Further, in the second embodiment of the present invention, when a power outage alarm signal is received, a physical topology diagram of a plurality of power outage users and power outage stations is obtained by parsing the power outage alarm signal, specifically:

解析所述停电告警信号得出告警信息和所述告警信息所属的停电台区;Analyze the power outage alarm signal to obtain alarm information and the power outage area to which the alarm information belongs;

在所述告警信息中获取若干个停电用户;Obtaining a number of power outage users from the alarm information;

在预设数据库中获取停电台区的台区物理拓扑图。Obtain the physical topology map of the outage area in the preset database.

进一步地,在本发明第二实施例中,告警信息的生成方法包括以下的一种或多种组合:Furthermore, in the second embodiment of the present invention, the method for generating the warning information includes one or more combinations of the following:

当接收到停电报修电话时,将与所述停电报修电话关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号;When a power outage repair call is received, the user associated with the power outage repair call is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated;

当接收到电表停电信号时,将与所述电表停电信号关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号;When a power outage signal from an electric meter is received, a user associated with the power outage signal from the electric meter is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated;

当采集到突变为0的电流序列时,将与所述突变为0的电流序列关联的用户确定为停电用户,并将所述停电用户存储在报警信息中,生成停电告警信号。When a current sequence suddenly changing to 0 is collected, the user associated with the current sequence suddenly changing to 0 is determined as a power outage user, and the power outage user is stored in the alarm information, and a power outage alarm signal is generated.

进一步地,在本发明第二实施例中,预设的分相线用户集合,具体为:Furthermore, in the second embodiment of the present invention, the preset split-phase line user set is specifically:

根据预设周期采集停电台区下所有用户的若干个电压监测数据;Collect several voltage monitoring data of all users in the outage area according to the preset period;

将各用户的若干个电压监测数据进行归一化处理;Normalize several voltage monitoring data of each user;

依次将各用户与停电台区剩余所有用户的电压监测数据进行曲线相似性计算,根据计算结果形成若干个同相用户子集;其中,所述同相用户子集的个数与停电台区下的用户数相同;The voltage monitoring data of each user and all other users in the outage area are sequentially subjected to curve similarity calculations, and a number of same-phase user subsets are formed according to the calculation results; wherein the number of the same-phase user subsets is the same as the number of users in the outage area;

利用合并同类项法,对若干个所述同相用户子集进行迭代合并,形成预设个数的同相用户集,生成分相线用户集合。By using the method of merging similar items, a number of the same-phase user subsets are iteratively merged to form a preset number of same-phase user sets, thereby generating a split-phase line user set.

进一步地,在本发明第二实施例中,依次将各用户与停电台区剩余所有用户的电压监测数据进行曲线相似性计算,根据计算结果形成若干个同相用户子集,具体为:Furthermore, in the second embodiment of the present invention, the voltage monitoring data of each user and all the remaining users in the outage area are sequentially subjected to curve similarity calculations, and a number of in-phase user subsets are formed according to the calculation results, specifically:

对于第一用户,采用动态时间规整算法,将第一用户电压监测数据分别与停电台区剩余的各用户的电压监测数据进行曲线相似性计算;For the first user, a dynamic time warping algorithm is used to calculate the curve similarity between the voltage monitoring data of the first user and the voltage monitoring data of the remaining users in the outage area;

将相似性最高的预设个数的用户添加至第一用户的同相用户子集合。A preset number of users with the highest similarity are added to the same-phase user subset of the first user.

进一步地,在本发明第二实施例中,将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围,具体为:Furthermore, in the second embodiment of the present invention, the set of suspected power outage users is combined with the physical topology of the substation area to analyze and obtain the suspected disconnection location and the suspected power outage range, specifically:

根据所述可疑停电用户集合在所述台区物理拓扑图上标注对应的若干个可疑停电用户位置;Marking corresponding locations of several suspicious power outage users on the physical topology map of the substation according to the suspicious power outage user set;

将排在所述台区物理拓扑图上第一位的可疑停电用户位置的电表前确定为可疑断线处;Determine the suspected disconnection point in front of the electric meter of the suspected power outage user located first on the physical topology map of the substation area;

根据所述可疑断线处确定可疑停电范围。The suspected power outage scope is determined based on the suspected disconnection location.

进一步地,在本发明第二实施例中,在将所述可疑停电用户集合与所述台区物理拓扑图相结合,分析得出可疑断线处和可疑停电范围后,还包括:Furthermore, in the second embodiment of the present invention, after combining the set of suspected power outage users with the physical topology map of the substation area and analyzing and obtaining the suspected disconnection location and the suspected power outage range, the method further includes:

将可疑断线处和可疑停电范围发送至相关抢修人员,以使所述相关抢修人员根据所述可疑断线处进行故障排查,并进行故障处理。The suspected disconnection point and the suspected power outage range are sent to relevant emergency repair personnel, so that the relevant emergency repair personnel can conduct fault investigation and fault handling based on the suspected disconnection point.

进一步地,在本发明第二实施例中,在通过解析所述停电告警信号获取若干个停电用户和停电台区的台区物理拓扑图前,还包括:Furthermore, in the second embodiment of the present invention, before obtaining a physical topology map of a plurality of power outage users and power outage stations by parsing the power outage alarm signal, the method further includes:

当接收到停电告警信号时,利用预设的故障判断方法判断所述停电告警信号对应的故障类型是否为全台区停电告警或台区分支全停电告警;When a power outage alarm signal is received, a preset fault judgment method is used to judge whether the fault type corresponding to the power outage alarm signal is a power outage alarm for the entire substation area or a power outage alarm for all substation branches;

若判断所述停电告警信号为全台区停电告警,则根据预设的全台区停电处理操作进行故障处理;If it is determined that the power outage alarm signal is a power outage alarm for the entire area, the fault processing is performed according to the preset power outage processing operation for the entire area;

若判断停电告警信号为台区分支全停电告警,则根据预设的台区分支全停电处理操作进行故障处理。If the power outage alarm signal is determined to be a total power outage alarm for the substation branch, the fault processing is performed according to the preset substation branch total power outage processing operation.

综上,本发明第二实施例提供了一种台区停电故障研判装置,以模块间的有机结合为基础,在考虑物理地点对电压序列的相似性影响的前提下,采用相似性计算和最小范围聚类方法,对台区下的所有用户进行分类,得出分相线用户集合,避免了常见的自动聚类方法对现场情况的不适应性。本发明在充分考虑了停电时刻,断线点后同相同线用户全部停电、以及停电后宽带载波无法正常通讯的情况下,结合搜表和组召测两种手段,筛选出可疑停电用户集合,并将可疑停电用户集合与物理拓扑图相结合,得出故障研判结果,能够切实考虑现场通信、拓扑等各类实际情况,最大限度适应现场各类运行环境,满足了台区故障停电研判的准确性、经济性、适用性要求。本发明属于数据分析法,不需增加多余的硬件停电通信模块,能够节省设备模块投资,降低设备运维难度。In summary, the second embodiment of the present invention provides a device for analyzing and judging power outage faults in a substation area. Based on the organic combination of modules, and considering the influence of the physical location on the similarity of the voltage sequence, similarity calculation and minimum range clustering methods are used to classify all users under the substation area, and a set of phase-line users is obtained, thereby avoiding the inadaptability of common automatic clustering methods to on-site conditions. The present invention fully considers the power outage time, the situation where all users on the same line are out of power after the line break point, and the broadband carrier cannot communicate normally after the power outage. It combines the two means of table search and group call test to screen out a set of suspicious power outage users, and combines the suspicious power outage user set with the physical topology map to obtain a fault analysis result, which can effectively consider various actual situations such as on-site communication and topology, and adapt to various on-site operating environments to the maximum extent, meeting the accuracy, economy, and applicability requirements of power outage analysis and judgment of substation faults. The present invention belongs to the data analysis method, does not need to add redundant hardware power outage communication modules, can save equipment module investment, and reduce the difficulty of equipment operation and maintenance.

以上所述的具体实施例,对本发明的目的、技术方案和有益效果进行了进一步的详细说明,应当理解,以上所述仅为本发明的具体实施例而已,并不用于限定本发明的保护范围。特别指出,对于本领域技术人员来说,凡在本发明的精神和原则之内,所做的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The specific embodiments described above further illustrate the purpose, technical solutions and beneficial effects of the present invention. It should be understood that the above description is only a specific embodiment of the present invention and is not intended to limit the scope of protection of the present invention. It is particularly pointed out that for those skilled in the art, any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the scope of protection of the present invention.

Claims (10)

1. The method for judging the power failure of the transformer area is characterized by comprising the following steps of:
When a power failure alarm signal is received, a plurality of power failure users and a station area physical topological graph of a station area are obtained by analyzing the power failure alarm signal;
Determining one or more suspicious power outage split-phase lines to which a plurality of power outage users belong in a preset split-phase line user set; the split-phase line user set comprises a plurality of in-phase user sets;
Performing table searching operation and calling operation on all users under each suspicious power outage split phase line respectively to obtain a suspicious power outage user set;
and combining the suspicious power outage user set with the physical topological graph of the platform area, and analyzing to obtain suspicious broken line positions and suspicious power outage ranges.
2. The method for studying and judging power failure of transformer area according to claim 1, wherein the searching operation and the calling operation are performed on all users under each suspected power failure branch line respectively to obtain a suspected power failure user set, specifically:
performing table searching operation on all users under each suspicious power outage split phase line, and adding users failing in table searching to a first power outage user set;
Carrying out a recall operation on all users under each suspicious power outage split line, and adding the users with real-time recall power of 0 to a second power outage user set;
and merging the first power failure user set and the second power failure user set to form a suspicious power failure user set.
3. The method for studying and judging power outage faults of a station area according to claim 1, wherein when the power outage alarm signals are received, the power outage alarm signals are analyzed to obtain a plurality of physical topological diagrams of the station area of a power outage user and a power outage area, and the method is characterized in that:
Analyzing the power failure alarm signal to obtain alarm information and a power failure station area to which the alarm information belongs;
Acquiring a plurality of power failure users from the alarm information;
and obtaining a physical topological graph of the station area of the station stopping area from a preset database.
4. The method for studying and judging a power outage fault of a station according to claim 3, wherein the method for generating the alarm information comprises one or more of the following combinations:
When a power failure report repair call is received, determining a user associated with the power failure report repair call as a power failure user, storing the power failure user in alarm information, and generating a power failure alarm signal;
When an ammeter power failure signal is received, determining a user related to the ammeter power failure signal as a power failure user, and storing the power failure user in alarm information to generate a power failure alarm signal;
When a current sequence with abrupt change of 0 is acquired, determining a user associated with the current sequence with abrupt change of 0 as a power failure user, storing the power failure user in alarm information, and generating a power failure alarm signal.
5. The method for studying and judging power failure of a station area according to claim 1, wherein the preset split-phase line user set specifically comprises:
collecting a plurality of voltage monitoring data of all users in a radio stopping area according to a preset period;
Normalizing a plurality of voltage monitoring data of each user;
Carrying out curve similarity calculation on voltage monitoring data of each user and all the remaining users in the radio stopping area in sequence, and forming a plurality of in-phase user subsets according to calculation results; the number of the in-phase user subsets is the same as the number of users in the power failure station area;
and carrying out iterative combination on a plurality of in-phase user subsets by utilizing a combination similar term method to form a preset number of in-phase user sets, and generating a split-phase line user set.
6. The method for studying and judging power failure of transformer area according to claim 5, wherein the steps of sequentially calculating the curve similarity of the voltage monitoring data of each user and all the remaining users in the power failure area, and forming a plurality of in-phase user subsets according to the calculation result are as follows:
for a first user, adopting a dynamic time warping algorithm to respectively calculate curve similarity between the voltage monitoring data of the first user and the voltage monitoring data of each user remained in the power failure station area;
And adding the preset number of users with highest similarity to the in-phase user subset of the first user.
7. A method for studying and judging a power outage fault in a transformer area according to claim 2 or claim 3, wherein the step of combining the suspicious power outage user set with the physical topology map of the transformer area is performed to analyze and obtain suspicious power outage positions and suspicious power outage ranges, specifically:
Marking a plurality of corresponding suspicious power outage user positions on the physical topological graph of the platform area according to the suspicious power outage user set;
determining the position of the suspicious power outage user arranged at the first position on the physical topological graph of the platform area as the suspicious disconnection position;
And determining a suspicious power outage range according to the suspicious broken line.
8. The method for studying and judging a power outage fault of a station area according to claim 7, wherein after said combining the suspicious power outage user set with the physical topology of the station area, analyzing to obtain suspicious broken lines and suspicious power outage ranges, further comprising:
sending the suspicious broken line position and the suspicious power outage range to related rush-repair personnel so that the related rush-repair personnel can conduct fault investigation according to the suspicious broken line position and conduct fault processing.
9. The method for studying and judging power outage faults of a station according to claim 3, further comprising, before the step of obtaining a plurality of physical topological graphs of power outage subscribers and a power outage zone by analyzing the power outage alarm signals:
When a power failure alarm signal is received, judging whether the fault type corresponding to the power failure alarm signal is a full-station power failure alarm or a station-area branch full-power failure alarm by using a preset fault judging method;
if the power failure warning signal is judged to be the power failure warning of the whole area, performing fault processing according to the preset power failure processing operation of the whole area;
if the power failure warning signal is judged to be the station branch full power failure warning, fault processing is carried out according to the preset station branch full power failure processing operation.
10. The utility model provides a district power failure research judgement device which characterized in that includes: the device comprises an acquisition module, a split-phase line determination module, a table searching and calling module and an analysis module;
the acquisition module is used for acquiring a plurality of power failure users and a station area physical topological graph of the station area through analyzing the power failure alarm signal when the power failure alarm signal is received;
the phase-splitting line determining module is used for determining one or more suspicious power-outage phase-splitting lines of a plurality of power-outage users in a preset phase-splitting line user set; the split-phase line user set comprises a plurality of in-phase user sets;
the meter searching and calling module is used for respectively performing meter searching operation and calling operation on all users under each suspicious power outage phase separation line to obtain a suspicious power outage user set;
and the analysis module is used for combining the suspicious power outage user set with the physical topological graph of the platform area to analyze and obtain suspicious broken line positions and suspicious power outage ranges.
CN202410973869.8A 2024-07-19 2024-07-19 A method and device for analyzing power outage faults in a power distribution area Pending CN118688573A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN119539504A (en) * 2025-01-22 2025-02-28 国网天津市电力公司城西供电分公司 Power outage risk assessment method, system, equipment, storage medium and program product

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN119539504A (en) * 2025-01-22 2025-02-28 国网天津市电力公司城西供电分公司 Power outage risk assessment method, system, equipment, storage medium and program product

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