CN110768256A - A method, device and system for identifying topology of station area based on voltage harmonic spectrum - Google Patents

A method, device and system for identifying topology of station area based on voltage harmonic spectrum Download PDF

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CN110768256A
CN110768256A CN201911174016.3A CN201911174016A CN110768256A CN 110768256 A CN110768256 A CN 110768256A CN 201911174016 A CN201911174016 A CN 201911174016A CN 110768256 A CN110768256 A CN 110768256A
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刘振盛
杨玲君
张莲梅
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Wuhan University WHU
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Abstract

本发明公开了一种基于电压谐波图谱的台区拓扑识别方法、装置及系统,属于低压配电自动化系统领域。所述方法通过比较台区变压器和户表的电压谐波图谱距离来进行台区拓扑识别;所述装置由三相电压采集模块、本地通信模块及主处理模块组成,三相电压采集模块用于采集台区变压器低压侧电压、本地通信模块用于收集各户表的电压谐波数据,主处理模块用于计算电压谐波图谱并比较台区和户表的电压谐波图谱距离来进行台区拓扑识别;所述系统含多台部署于不同台区的识别装置以及服务器组成。服务器用于识别异常户表所属的台区和相别。本发明可有效识别和验证低压配电网拓扑结构数据的正确性,提升低压配电网管理信息化和智能化水平。

Figure 201911174016

The invention discloses a method, device and system for identifying the topology of a station area based on a voltage harmonic spectrum, belonging to the field of low-voltage distribution automation systems. The method performs the topology identification of the platform area by comparing the voltage harmonic spectrum distance between the transformer in the station area and the household meter; the device is composed of a three-phase voltage acquisition module, a local communication module and a main processing module, and the three-phase voltage acquisition module is used for Collect the voltage on the low-voltage side of the transformer in the station area, and the local communication module is used to collect the voltage harmonic data of each household meter. The main processing module is used to calculate the voltage harmonic spectrum and compare the voltage harmonic spectrum distance between the station area and the household meter. Topology identification; the system consists of multiple identification devices and servers deployed in different station areas. The server is used to identify the zone and the category to which the abnormal user list belongs. The invention can effectively identify and verify the correctness of the topology structure data of the low-voltage distribution network, and improve the informationization and intelligence level of the management of the low-voltage distribution network.

Figure 201911174016

Description

一种基于电压谐波图谱的台区拓扑识别方法、装置及系统A method, device and system for identifying topology of station area based on voltage harmonic spectrum

技术领域technical field

本发明属于低压配电自动化系统领域,更具体地,涉及一种基于电压谐波图谱的台区拓扑识别方法、装置及系统。The invention belongs to the field of low-voltage power distribution automation systems, and more particularly, relates to a method, device and system for identifying a topology of a station area based on a voltage harmonic spectrum.

背景技术Background technique

台区(或者低压台区),指的是10kV/0.4kV配电变压器低压侧供电区域。台区拓扑,指的是台区与户表之间的关系(台区-户),更进一步,是户表属于台区内A、B、C三相中某相的从属关系(台区-相-户)。在配电网的信息化系统建设中,需要梳理营配关系,在电网GIS平台图形化展现的基础上,建立准确的“站-线-变(台区)-户”的关联关系,实现配电网用电管理的信息化和智能化,提高智能用电服务水平和生产、营销业务运营效率。The platform area (or low-voltage platform area) refers to the power supply area on the low-voltage side of the 10kV/0.4kV distribution transformer. The topology of the station area refers to the relationship between the station area and the household meter (station area-household), and further, it is the affiliation of the household meter belonging to a certain phase of the three phases A, B, and C in the station area (station area-household). phase-household). In the construction of the information system of the distribution network, it is necessary to sort out the distribution relationship. On the basis of the graphical display of the power grid GIS platform, an accurate "station-line-transformation (station area)-household" relationship should be established to realize the distribution network. The informatization and intelligence of power grid power management will improve the service level of smart power consumption and the operational efficiency of production and marketing.

以往对台区的重视程度不够,台区拓扑关系特别是户变关系主要存在两种错误表现形式:(1)某些用户因历史原因导致用户档案信息不全;(2)用户档案信息记录的拓扑关系与实际的拓扑关系不符。这些错误会影响基于配电网拓扑业务的正常开展。为了校验和修改这些错误,电网公司的通常做法是:当配电网实际拓扑结构发生变化时,需要人工记录这些变化并更新平台相关数据,或者专门组织人力实地巡测修正这些错误。这些方法既耗费大量的人力、时间,准确性又不够。In the past, not enough attention was paid to the station area. There are mainly two wrong manifestations in the topology relationship of the station area, especially the household change relationship: (1) Some users have incomplete user file information due to historical reasons; (2) The topology of user file information records The relationship does not match the actual topological relationship. These errors will affect the normal development of services based on the distribution network topology. In order to check and correct these errors, the common practice of power grid companies is: when the actual topology of the distribution network changes, they need to manually record these changes and update the platform-related data, or specially organize human field inspections to correct these errors. These methods consume a lot of manpower, time, and accuracy.

因此,正确识别和校验低压配电网拓扑关系,特别是正确的户-变关系,是当前配电网管理精细化的基础和关键。Therefore, the correct identification and verification of the topology relationship of the low-voltage distribution network, especially the correct household-transformation relationship, is the basis and key to the refinement of the current distribution network management.

发明内容SUMMARY OF THE INVENTION

针对现有技术的以上缺陷或改进需求,本发明提出了一种基于电压谐波图谱的台区拓扑识别方法、装置及系统,由此解决在配电网实际拓扑结构发生变化时,现有通过人工方式识别和校验低压配电网拓扑关系存在的耗时耗力及准确性不高的技术问题。Aiming at the above defects or improvement needs of the prior art, the present invention proposes a method, device and system for identifying the topology of a station area based on a voltage harmonic spectrum, thereby solving the problem of existing problems when the actual topology structure of the distribution network changes. The technical problems of manual identification and verification of the topology relationship of low-voltage distribution network are time-consuming, labor-intensive and inaccurate.

为实现上述目的,按照本发明的一个方面,提供了一种基于电压谐波图谱的台区拓扑识别方法,包括:In order to achieve the above object, according to one aspect of the present invention, a method for identifying the topology of a station area based on a voltage harmonic spectrum is provided, comprising:

测量台区配电变压器低压侧各相电压,通过谐波分析得到所述台区配电变压器各相的电压谐波图谱;Measure the voltage of each phase on the low-voltage side of the distribution transformer in the station area, and obtain the voltage harmonic spectrum of each phase of the distribution transformer in the station area through harmonic analysis;

使用本地计量网络,获取各户表的电压谐波含有率,组成各户表的电压谐波图谱;Use the local metering network to obtain the voltage harmonic content rate of each household meter to form the voltage harmonic spectrum of each household meter;

获取各所述户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间的目标距离,根据所述目标距离与预设距离阈值之间的关系,判别各户表是否属于所述台区。Obtain the target distance between the voltage harmonic spectrum of each of the household meters and the voltage harmonic spectrum of each phase of the distribution transformer in the station area, and determine each household according to the relationship between the target distance and the preset distance threshold. Whether the table belongs to the said station area.

优选地,所述获取各所述户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间的目标距离,根据所述目标距离与预设距离阈值之间的关系,判别各户表是否属于所述台区,包括:Preferably, the acquisition of the target distance between the voltage harmonic spectrum of each household meter and the voltage harmonic spectrum of each phase of the distribution transformer in the station area is based on the difference between the target distance and a preset distance threshold. relationship, to determine whether each household table belongs to the said station area, including:

对于任意的目标户表的电压谐波图谱,获取所述目标户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间距离的最小值;For the voltage harmonic spectrum of any target household meter, obtain the minimum value of the distance between the voltage harmonic spectrum of the target household meter and the voltage harmonic spectrum of each phase of the distribution transformer in the station area;

若所述距离的最小值大于所述预设距离阈值,则判别所述目标户表不属于所述台区;If the minimum value of the distance is greater than the preset distance threshold, it is determined that the target household table does not belong to the station area;

若所述距离的最小值小于所述预设距离阈值,则判别所述目标户表属于所述台区,且所述目标户表所在相为所述距离的最小值对应的相。If the minimum value of the distance is less than the preset distance threshold, it is determined that the target household table belongs to the station area, and the phase where the target household table is located is the phase corresponding to the minimum value of the distance.

按照本发明的另一个方面,提供了一种基于电压谐波图谱的台区拓扑识别装置,包括:三相电压采集模块、本地通信模块及主处理模块;According to another aspect of the present invention, there is provided a station topology identification device based on a voltage harmonic spectrum, comprising: a three-phase voltage acquisition module, a local communication module and a main processing module;

所述三相电压采集模块,用于测量台区配电变压器低压侧各相电压;The three-phase voltage acquisition module is used to measure the voltage of each phase on the low-voltage side of the distribution transformer in the platform area;

所述本地通信模块,用于与本地网络中各户表进行通信,以获取各户表的电压谐波含有率;The local communication module is used to communicate with each household meter in the local network to obtain the voltage harmonic content rate of each household meter;

所述主处理模块,用于通过谐波分析得到所述台区配电变压器各相的电压谐波图谱,根据各户表的电压谐波含有率组成各户表的电压谐波图谱,并获取各所述户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间的目标距离,根据所述目标距离与预设距离阈值之间的关系,判别各户表是否属于所述台区。The main processing module is used to obtain the voltage harmonic spectrum of each phase of the distribution transformer in the station area through harmonic analysis, and form the voltage harmonic spectrum of each household meter according to the voltage harmonic content rate of each household meter, and obtain the voltage harmonic spectrum of each household meter. The target distance between the voltage harmonic spectrum of each household meter and the voltage harmonic spectrum of each phase of the distribution transformer in the station area is determined according to the relationship between the target distance and the preset distance threshold. Whether it belongs to the said station area.

优选地,所述主处理模块,具体用于对于任意的目标户表的电压谐波图谱,获取所述目标户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间距离的最小值;若所述距离的最小值大于所述预设距离阈值,则判别所述目标户表不属于所述台区;若所述距离的最小值小于所述预设距离阈值,则判别所述目标户表属于所述台区,且所述目标户表所在相为所述距离的最小值对应的相。Preferably, the main processing module is specifically used to obtain the voltage harmonic spectrum of the target household meter and the voltage harmonic spectrum of each phase of the distribution transformer in the station area for the voltage harmonic spectrum of any target household meter The minimum value of the distance between them; if the minimum value of the distance is greater than the preset distance threshold, it is determined that the target household table does not belong to the station area; if the minimum value of the distance is less than the preset distance threshold , then it is determined that the target household table belongs to the station area, and the phase where the target household table is located is the phase corresponding to the minimum value of the distance.

优选地,所述装置还包括:远程通信模块;Preferably, the device further comprises: a remote communication module;

所述远程通信模块,用于上报不属于所述台区的户表ID及其电压谐波图谱以及所述台区的电压谐波图谱。The remote communication module is used to report the ID of the household meter that does not belong to the station area, its voltage harmonic spectrum, and the voltage harmonic spectrum of the station area.

优选地,所述装置还包括:人机接口模块、供电模块以及存储模块;Preferably, the device further comprises: a human-machine interface module, a power supply module and a storage module;

所述人机接口模块,用于进行现场信息查看;The man-machine interface module is used for on-site information viewing;

所述供电模块,用于为所述装置提供电源;the power supply module, used to provide power for the device;

所述存储模块,用于存储配置信息以及本地电压谐波图谱等信息。The storage module is used to store information such as configuration information and local voltage harmonic spectrum.

按照本发明的另一个方面,提供了一种基于电压谐波图谱的台区拓扑识别系统,包括:服务器以及部署于多个台区的上述任意一项所述的基于电压谐波图谱的台区拓扑识别装置;According to another aspect of the present invention, a system for identifying the topology of a station area based on a voltage harmonic spectrum is provided, comprising: a server and the station area based on the voltage harmonic spectrum according to any one of the above-mentioned voltage harmonic atlases deployed in a plurality of station areas topology identification device;

所述服务器,用于接收各所述装置上报的各台区的三相电压谐波图谱、异常户表ID及各异常户表的电压谐波图谱,对于任意的目标异常户表,得到所述目标异常户表的电压谐波图谱与各台区的各相电压谐波图谱的距离,找出最小距离,所述最小距离对应的台区为所述目标异常户表所属的台区,所述最小距离对应的台区的相为所述目标异常户表所属的台区的相别。The server is configured to receive the three-phase voltage harmonic spectrum of each station area, the ID of the abnormal household meter and the voltage harmonic spectrum of each abnormal household meter reported by each of the devices, and for any target abnormal household meter, obtain the The distance between the voltage harmonic spectrum of the target abnormal household meter and the voltage harmonic spectrum of each phase of each station area, find the minimum distance, the station area corresponding to the minimum distance is the station area to which the target abnormal household meter belongs, and the The phase of the station area corresponding to the minimum distance is the phase of the station area to which the target abnormal household table belongs.

总体而言,通过本发明所构思的以上技术方案与现有技术相比,能够取得下列有益效果:In general, compared with the prior art, the above technical solutions conceived by the present invention can achieve the following beneficial effects:

(1)本发明提供的台区拓扑识别方法具有更高的准确性和可靠性。利用电压谐波图谱距离作为判断依据,反映了对应台区区别于其他台区的负荷组成及运行特征,是区别于其他台区的本质特征,故可确保其准确性。同时台区变压器对电压谐波图谱具有天然的隔离效果,即谐波经过变压器串扰到其他台区时,会产生畸变,与其他台区本身的谐波进行叠加后形成新的谐波图谱,与原台区的谐波图谱必然存在很大差异,避免了传统方法的串扰问题,保证了其可靠性;(1) The station topology identification method provided by the present invention has higher accuracy and reliability. Using the voltage harmonic spectrum distance as the judgment basis, it reflects the load composition and operation characteristics of the corresponding station area that is different from other stations, which is the essential feature that distinguishes it from other stations, so it can ensure its accuracy. At the same time, the transformer in the station area has a natural isolation effect on the voltage harmonic spectrum, that is, when the harmonic crosstalk to other stations through the transformer, it will be distorted and superimposed with the harmonics of other stations to form a new harmonic spectrum. The harmonic spectrum of the original station area must be very different, avoiding the crosstalk problem of the traditional method and ensuring its reliability;

(2)本发明所提供的基于电压谐波图谱的台区拓扑识别方法具有计算量少,快速简单的优点。(2) The method for identifying the topology of the station area based on the voltage harmonic spectrum provided by the present invention has the advantages of less computation, quickness and simplicity.

(3)本发明使用的装置现场部署在每个台区的变压器低压侧,分布式进行计算电压谐波图谱距离,避免传统方法的集中度高计算量大的缺点,节省了通信流量和计算资源。(3) The device used in the present invention is deployed on the low-voltage side of the transformer in each station area, and the distance of the voltage harmonic spectrum is calculated in a distributed manner, avoiding the disadvantage of high concentration and large amount of calculation in the traditional method, and saving communication traffic and computing resources. .

附图说明Description of drawings

图1是本发明实施例提供的一种基于电压谐波图谱的台区拓扑识别方法的流程示意图;1 is a schematic flowchart of a method for identifying a topology of a station area based on a voltage harmonic spectrum provided by an embodiment of the present invention;

图2是本发明实施例提供的一种装置组成结构图;2 is a structural diagram of a device provided by an embodiment of the present invention;

图3是本发明实施例提供的一种基于电压谐波图谱的台区拓扑识别系统的组成结构图。FIG. 3 is a structural diagram of a station topology identification system based on a voltage harmonic spectrum provided by an embodiment of the present invention.

具体实施方式Detailed ways

为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。此外,下面所描述的本发明各个实施方式中所涉及到的技术特征只要彼此之间未构成冲突就可以相互组合。In order to make the objectives, technical solutions and advantages of the present invention clearer, the present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention, but not to limit the present invention. In addition, the technical features involved in the various embodiments of the present invention described below can be combined with each other as long as they do not conflict with each other.

本发明提供了一种基于电压谐波图谱的台区拓扑识别方法、装置及系统,运用相同台区变压器和户表电压谐波图谱相似的原理,实现低压配电网户变拓扑关系的识别和验证,解决了用户档案信息记录的拓扑关系与实际拓扑关系不符甚至遗漏的问题,为提高供电可靠性、实现线损四分管理、提升客户服务水平提供基础。The invention provides a method, device and system for identifying the topology of a station area based on a voltage harmonic spectrum. Using the principle that the voltage harmonic spectrum of the transformer in the same station area is similar to that of the household meter, the identification and identification of the topology relationship between household transformers in a low-voltage distribution network are realized. The verification solves the problem of inconsistency or even omission between the topological relationship of the user file information record and the actual topological relationship, and provides a basis for improving the reliability of power supply, realizing the four-point management of line loss, and improving the level of customer service.

如图1所示是本发明实施例提供的一种基于电压谐波图谱的台区拓扑识别方法的流程示意图,在图1所示的方法中,包括以下步骤:As shown in FIG. 1 is a schematic flowchart of a method for identifying the topology of a station area based on a voltage harmonic spectrum provided by an embodiment of the present invention. The method shown in FIG. 1 includes the following steps:

S1:获取台区电压谐波图谱;S1: Obtain the voltage harmonic spectrum of the station area;

在本发明实施例中,电压谐波图谱表示电压各次谐波含有率所组成的一组多维向量。电压各次谐波可以通过对电压采样序列进行快速傅里叶变换(FFT)获得。In the embodiment of the present invention, the voltage harmonic map represents a set of multi-dimensional vectors composed of the content ratios of various harmonics of the voltage. The harmonics of the voltage can be obtained by performing a Fast Fourier Transform (FFT) on the sequence of voltage samples.

在台区的变压器低压侧,测量各相电压,通过谐波分析得到变压器A、B、C三相的电压谐波图谱分别为UGA、UGB、UGC。On the low-voltage side of the transformer in the station area, measure the voltage of each phase, and obtain the voltage harmonic spectrum of the three-phase transformer A, B, and C through harmonic analysis, which are UGA, UGB, and UGC, respectively.

S2:获取户表电压谐波图谱;S2: Obtain the voltage harmonic spectrum of the household meter;

使用本地计量网络,获取各户表电压各次谐波含有率,组成电压谐波图谱UGM;Use the local metering network to obtain the harmonic content rate of each household meter voltage to form a voltage harmonic map UGM;

S3:计算与识别:S3: Calculation and Recognition:

户表电压谐波图谱和变压器电压谐波图谱的距离采用欧氏距离(EuclideanDistance)进行计算。设向量X={xi|i=1,2,…N},xi表示电压谐波向量X的第i个元素,向量Y={yi|i=1,2,…N},yi表示电压谐波向量Y的第i个元素。定义两组谐波向量X、Y之间的欧式距离为:The distance between the household meter voltage harmonic spectrum and the transformer voltage harmonic spectrum is calculated by Euclidean Distance. Let the vector X={x i |i=1,2,…N}, x i represent the i-th element of the voltage harmonic vector X, and the vector Y={y i |i=1,2,…N}, y i represents the ith element of the voltage harmonic vector Y. The Euclidean distance between the two sets of harmonic vectors X and Y is defined as:

Figure BDA0002289494060000051
Figure BDA0002289494060000051

N表示最大电压谐波次数,在本发明实施例中,一般取最大电压谐波次数为31次。N represents the maximum voltage harmonic order. In the embodiment of the present invention, the maximum voltage harmonic order is generally 31.

比对每台户表电压谐波图谱UGM与台区三相电压谐波图谱UGA、UGB、UGC之间的距离分别为D(UGM,UGA)、D(UGM,UGB)及D(UGM,UGC);Comparing the distances between the voltage harmonic spectrum UGM of each household meter and the three-phase voltage harmonic spectrum UGA, UGB and UGC of the station area are D(UGM,UGA), D(UGM,UGB) and D(UGM,UGC respectively );

取距离最小者为:The one with the smallest distance is:

Dmin=MIN{D(UGM,UGA),D(UGM,UGB),D(UGM,UGC)};D min =MIN{D(UGM,UGA),D(UGM,UGB),D(UGM,UGC)};

设置适当的距离阈值thD,判别用户是否属于该台区:Set an appropriate distance threshold thD to determine whether the user belongs to the station area:

当Dmin大于阈值thD时,认为该户表不属于该台区;When D min is greater than the threshold thD, it is considered that the household table does not belong to the station area;

当Dmin小于阈值thD时,认为该户表属于该台区,户表所在相为对应Dmin对应相。When D min is less than the threshold thD, it is considered that the household table belongs to the station area, and the phase where the household table is located is the corresponding phase corresponding to D min .

为进一步增加识别的准确性,依据不同次数谐波对变压器的穿透性不一样,可以设置权重系数矩阵K={ki|i=1,2,…N},其中0≤ki≤1。此时电压谐波图谱间的距离计算公式改进为:In order to further increase the accuracy of identification, according to the different penetration of different harmonics to the transformer, the weight coefficient matrix K={k i |i=1,2,…N} can be set, where 0≤k i ≤1 . At this time, the calculation formula of the distance between the voltage harmonic spectra is improved as:

Figure BDA0002289494060000061
Figure BDA0002289494060000061

其中,X和Y分别表示电压谐波图谱对应的两组向量,N表示最大谐波次数;ki表示电压谐波图谱中第i次谐波的权重系数,为增强高次谐波在电压图谱中的效果,i越大取值ki越大,在本发明实施例中不做唯一性限定。ki的一种可选的取值为离散序列

Figure BDA0002289494060000062
xi表示电压谐波向量X的第i个元素,yi表示电压谐波向量Y的第i个元素。Among them, X and Y respectively represent the two sets of vectors corresponding to the voltage harmonic spectrum, N represents the maximum harmonic order; k i represents the weight coefficient of the i-th harmonic in the voltage harmonic spectrum, which is used to enhance the high-order harmonics in the voltage spectrum. The effect in , the larger i is, the larger the value ki is, and the uniqueness is not limited in this embodiment of the present invention. An optional value of k i is a discrete sequence
Figure BDA0002289494060000062
xi represents the ith element of the voltage harmonic vector X, and yi represents the ith element of the voltage harmonic vector Y.

在本发明实施例中,距离阈值thD可以根据实际需要确定,本发明实施例不做唯一性限定。In this embodiment of the present invention, the distance threshold thD may be determined according to actual needs, which is not uniquely limited in this embodiment of the present invention.

在本发明实施例中,户表电压谐波图谱和变压器低压侧的电压谐波图谱的距离反映,在同一台区的户表电压谐波图谱与变压器低压侧的电压谐波图谱距离较小,不在同一台区的户表电压谐波图谱与变压器低压侧的电压谐波图谱距离较大。In the embodiment of the present invention, the distance between the voltage harmonic spectrum of the household meter and the voltage harmonic spectrum of the low voltage side of the transformer reflects that the distance between the voltage harmonic spectrum of the household meter and the voltage harmonic spectrum of the low voltage side of the transformer in the same station area is smaller, There is a large distance between the voltage harmonic spectrum of the household meter and the voltage harmonic spectrum of the low-voltage side of the transformer that are not in the same station area.

在本发明实施例中,考虑到电压谐波的动态变化,在获取步骤S1和步骤S2中的电压谐波图谱时,需要进行拓扑识别装置与用户电表之间的时钟同步,以获取同一时段的台区电压谐波和用户表电压谐波。In the embodiment of the present invention, considering the dynamic changes of voltage harmonics, when acquiring the voltage harmonic spectrum in step S1 and step S2, clock synchronization between the topology identification device and the user's electricity meter needs to be performed to obtain the same time period. Taiwan area voltage harmonics and user meter voltage harmonics.

如图2所示是本发明实施例提供的一种装置组成结构图,在图2所示的装置中,包括:三相电压采集模块、本地通信模块、主处理模块和远程通信模块。Figure 2 is a structural diagram of a device provided by an embodiment of the present invention. The device shown in Figure 2 includes: a three-phase voltage acquisition module, a local communication module, a main processing module, and a remote communication module.

作为一种可选的实施方式,该装置还包括:人机接口模块、供电模块以及存储模块以组成完备的终端装置。As an optional implementation manner, the device further includes: a human-machine interface module, a power supply module and a storage module to form a complete terminal device.

装置各模块的功能详述如下:The functions of each module of the device are described in detail as follows:

①三相电压采集模块用于采集台区变压器低压侧电压,将电压采样值送至主处理模块;②本地通信模块用于与本地网络中各电表进行通信,取电表各次谐波含有率;③主处理模块用于向采集模块、本地通信模块发送指令,获取变压器低压侧电压谐波图谱和电表用户侧的电压谐波图谱并使用上述基于电压谐波图谱的台区拓扑识别方法识别不属于本台区的户表;④远程通信接口用于上报不属于本台区谐波电压谐波图谱、户表ID及其电压谐波图谱;⑤人机接口模块使用按键及屏幕,用于现场信息查看;⑥供电模块提供整个装置的电源;⑦存储模块用于存储配置信息以及本地电压谐波图谱等信息。①The three-phase voltage acquisition module is used to collect the low-voltage side voltage of the transformer in the station area, and the voltage sampling value is sent to the main processing module; ②The local communication module is used to communicate with each meter in the local network, and obtain the harmonic content rate of each order of the meter; ③The main processing module is used to send instructions to the acquisition module and the local communication module to obtain the voltage harmonic spectrum on the low-voltage side of the transformer and the voltage harmonic spectrum on the user side of the meter, and use the above-mentioned voltage harmonic spectrum-based topology identification method to identify those that do not belong to the The household meter in this station area; ④The remote communication interface is used to report the harmonic voltage and harmonic spectrum, the household meter ID and its voltage harmonic spectrum that do not belong to the station area; ⑤The man-machine interface module uses buttons and screens for on-site information View; ⑥ The power supply module provides the power supply of the entire device; ⑦ The storage module is used to store the configuration information and the local voltage harmonic map and other information.

如图3所示是本发明实施例提供的一种基于电压谐波图谱的台区拓扑识别系统的组成结构图,具体实现流程为:As shown in FIG. 3 is a structural diagram of a station topology identification system based on a voltage harmonic spectrum provided by an embodiment of the present invention. The specific implementation process is as follows:

(a)令异常户表x电压谐波图谱为UGM(x),台区j的电压谐波图谱为UGA(j)、UGB(j)、UGC(j);(a) Let the voltage harmonic spectrum of abnormal household meter x be UGM(x), and the voltage harmonic spectrum of station j be UGA(j), UGB(j), UGC(j);

(b)对于台区j,计算UGM(x)与UGA(j)、UGB(j)、UGC(j)之间的欧氏距离,取最小者Dmin(j);(b) For station area j, calculate the Euclidean distance between UGM(x) and UGA(j), UGB(j), and UGC(j), and take the smallest Dmin(j);

(c)对目标地区所有的台区,重复步骤(b),获得所有台区与户表x电压谐波图谱距离,进行排序,取最小的Dmin对应的台区和相别即为该电表所属台区及其相别;(c) Repeat step (b) for all the stations in the target area to obtain the distance between all stations and the household meter x voltage harmonic spectrum, sort them, and take the station area and phase corresponding to the smallest Dmin, which is the meter to which the meter belongs. Taiwan area and its differences;

(d)重复步骤(a)~步骤(c),直到识别完所有的异常电表。(d) Repeat steps (a) to (c) until all abnormal electricity meters are identified.

以下以如图3所示为一个实施例子进行说明:The following is an illustration as shown in Figure 3 as an example of implementation:

该发明实施实例中,系统由一台服务器和多台部署于各台区配电变压器低压侧的装置所组成。In the implementation example of the invention, the system consists of a server and a plurality of devices deployed on the low-voltage side of the distribution transformer in each station.

在本实施例中,各部分说明如下:In this embodiment, each part is described as follows:

(1)各台区拓扑识别装置通过一种基于电压谐波图谱的台区拓扑识别方法中所述步骤识别出不属于所在台区的户表为异常户表x;(1) each station area topology identification device recognizes that the household table that does not belong to the station area is abnormal household table x through the steps described in a kind of station area topology identification method based on voltage harmonic spectrum;

(2)台区拓扑识别装置将台区j电压谐波图谱UGA(j)、UGB(j)、UGC(j)、异常户表x的ID及其电压谐波图谱UGM(x)上报至服务器;(2) The topology identification device of the station area reports the voltage harmonic spectrum UGA(j), UGB(j), UGC(j), the ID of the abnormal household meter x and its voltage harmonic spectrum UGM(x) to the server in the station area j ;

(3)服务器通过上述步骤(a)~步骤(d)计算识别各异常户表所属台区及相别。(3) The server uses the above steps (a) to (d) to calculate and identify the station area to which each abnormal household table belongs and the difference.

需要指出,根据实施的需要,可将本申请中描述的各个步骤/部件拆分为更多步骤/部件,也可将两个或多个步骤/部件或者步骤/部件的部分操作组合成新的步骤/部件,以实现本发明的目的。It should be pointed out that, according to the needs of implementation, the various steps/components described in this application may be split into more steps/components, or two or more steps/components or partial operations of steps/components may be combined into new steps/components to achieve the purpose of the present invention.

本领域的技术人员容易理解,以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本发明的保护范围之内。Those skilled in the art can easily understand that the above are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements and improvements made within the spirit and principles of the present invention, etc., All should be included within the protection scope of the present invention.

Claims (7)

1.一种基于电压谐波图谱的台区拓扑识别方法,其特征在于,包括:1. a platform topology identification method based on voltage harmonic spectrum, is characterized in that, comprises: 测量台区配电变压器低压侧各相电压,通过谐波分析得到所述台区配电变压器各相的电压谐波图谱;Measure the voltage of each phase on the low-voltage side of the distribution transformer in the station area, and obtain the voltage harmonic spectrum of each phase of the distribution transformer in the station area through harmonic analysis; 使用本地计量网络,获取各户表的电压谐波含有率,组成各户表的电压谐波图谱;Use the local metering network to obtain the voltage harmonic content rate of each household meter to form the voltage harmonic spectrum of each household meter; 获取各所述户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间的目标距离,根据所述目标距离与预设距离阈值之间的关系,判别各户表是否属于所述台区。Obtain the target distance between the voltage harmonic spectrum of each of the household meters and the voltage harmonic spectrum of each phase of the distribution transformer in the station area, and determine each household according to the relationship between the target distance and the preset distance threshold. Whether the table belongs to the said station area. 2.根据权利要求1所述的方法,其特征在于,所述获取各所述户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间的目标距离,根据所述目标距离与预设距离阈值之间的关系,判别各户表是否属于所述台区,包括:2. The method according to claim 1, wherein the acquisition of the target distance between the voltage harmonic spectrum of each of the household meters and the voltage harmonic spectrum of each phase of the distribution transformer in the station area is based on The relationship between the target distance and the preset distance threshold, to determine whether each household table belongs to the station area, includes: 对于任意的目标户表的电压谐波图谱,获取所述目标户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间距离的最小值;For the voltage harmonic spectrum of any target household meter, obtain the minimum value of the distance between the voltage harmonic spectrum of the target household meter and the voltage harmonic spectrum of each phase of the distribution transformer in the station area; 若所述距离的最小值大于所述预设距离阈值,则判别所述目标户表不属于所述台区;If the minimum value of the distance is greater than the preset distance threshold, it is determined that the target household table does not belong to the station area; 若所述距离的最小值小于所述预设距离阈值,则判别所述目标户表属于所述台区,且所述目标户表所在相为所述距离的最小值对应的相。If the minimum value of the distance is less than the preset distance threshold, it is determined that the target household table belongs to the station area, and the phase where the target household table is located is the phase corresponding to the minimum value of the distance. 3.一种基于电压谐波图谱的台区拓扑识别装置,其特征在于,包括:三相电压采集模块、本地通信模块及主处理模块;3. A station topology identification device based on a voltage harmonic spectrum, characterized in that, comprising: a three-phase voltage acquisition module, a local communication module and a main processing module; 所述三相电压采集模块,用于测量台区配电变压器低压侧各相电压;The three-phase voltage acquisition module is used to measure the voltage of each phase on the low-voltage side of the distribution transformer in the platform area; 所述本地通信模块,用于与本地网络中各户表进行通信,以获取各户表的电压谐波含有率;The local communication module is used to communicate with each household meter in the local network to obtain the voltage harmonic content rate of each household meter; 所述主处理模块,用于通过谐波分析得到所述台区配电变压器各相的电压谐波图谱,根据各户表的电压谐波含有率组成各户表的电压谐波图谱,并获取各所述户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间的目标距离,根据所述目标距离与预设距离阈值之间的关系,判别各户表是否属于所述台区。The main processing module is used to obtain the voltage harmonic spectrum of each phase of the distribution transformer in the station area through harmonic analysis, and form the voltage harmonic spectrum of each household meter according to the voltage harmonic content rate of each household meter, and obtain the voltage harmonic spectrum of each household meter. The target distance between the voltage harmonic spectrum of each household meter and the voltage harmonic spectrum of each phase of the distribution transformer in the station area is determined according to the relationship between the target distance and the preset distance threshold. Whether it belongs to the said station area. 4.根据权利要求3所述的装置,其特征在于,所述主处理模块,具体用于对于任意的目标户表的电压谐波图谱,获取所述目标户表的电压谐波图谱与所述台区配电变压器各相的电压谐波图谱之间距离的最小值;若所述距离的最小值大于所述预设距离阈值,则判别所述目标户表不属于所述台区;若所述距离的最小值小于所述预设距离阈值,则判别所述目标户表属于所述台区,且所述目标户表所在相为所述距离的最小值对应的相。4. The device according to claim 3, wherein the main processing module is specifically used to obtain the voltage harmonic spectrum of the target household meter and the voltage harmonic spectrum of the target household meter for any target household meter. The minimum value of the distance between the voltage harmonic spectra of each phase of the distribution transformer in the station area; if the minimum value of the distance is greater than the preset distance threshold, it is determined that the target household meter does not belong to the station area; If the minimum value of the distance is smaller than the preset distance threshold, it is determined that the target household table belongs to the station area, and the phase of the target household table is the phase corresponding to the minimum value of the distance. 5.根据权利要求3或4所述的装置,其特征在于,所述装置还包括:远程通信模块;5. The device according to claim 3 or 4, wherein the device further comprises: a remote communication module; 所述远程通信模块,用于上报不属于所述台区的户表ID及其电压谐波图谱以及所述台区的电压谐波图谱。The remote communication module is used to report the ID of the household meter that does not belong to the station area, its voltage harmonic spectrum, and the voltage harmonic spectrum of the station area. 6.根据权利要求5所述的装置,其特征在于,所述装置还包括:人机接口模块、供电模块以及存储模块;6. The device according to claim 5, wherein the device further comprises: a human-machine interface module, a power supply module and a storage module; 所述人机接口模块,用于进行现场信息查看;The man-machine interface module is used for on-site information viewing; 所述供电模块,用于为所述装置提供电源;the power supply module, used to provide power for the device; 所述存储模块,用于存储配置信息以及本地电压谐波图谱等信息。The storage module is used to store information such as configuration information and local voltage harmonic spectrum. 7.一种基于电压谐波图谱的台区拓扑识别系统,其特征在于,包括:服务器以及部署于多个台区的如权利要求3至6任意一项所述的基于电压谐波图谱的台区拓扑识别装置;7. A station topology identification system based on a voltage harmonic atlas, characterized in that, comprising: a server and a station based on a voltage harmonic atlas according to any one of claims 3 to 6 deployed in a plurality of stations. District topology identification device; 所述服务器,用于接收各所述装置上报的各台区的三相电压谐波图谱、异常户表ID及各异常户表的电压谐波图谱,对于任意的目标异常户表,得到所述目标异常户表的电压谐波图谱与各台区的各相电压谐波图谱的距离,找出最小距离,所述最小距离对应的台区为所述目标异常户表所属的台区,所述最小距离对应的台区的相为所述目标异常户表所属的台区的相别。The server is configured to receive the three-phase voltage harmonic spectrum of each station area, the ID of the abnormal household meter, and the voltage harmonic spectrum of each abnormal household meter reported by each of the devices, and for any target abnormal household meter, obtain the The distance between the voltage harmonic spectrum of the target abnormal household meter and the voltage harmonic spectrum of each phase of each station area, find the minimum distance, and the station area corresponding to the minimum distance is the station area to which the target abnormal household meter belongs. The phase of the station area corresponding to the minimum distance is the phase of the station area to which the target abnormal household table belongs.
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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111339482A (en) * 2020-03-17 2020-06-26 南昌工程学院 A method for identification of outlier distribution transformers based on maximum mutual information
CN111400371A (en) * 2020-03-13 2020-07-10 上海电力大学 Voltage correlation verification-based user variable relationship identification method
CN113298535A (en) * 2021-04-25 2021-08-24 云南电网有限责任公司信息中心 Space position-based user variable relation abnormity identification method
CN115469148A (en) * 2022-08-10 2022-12-13 深圳市联强邦盛实业有限公司 Data processing method, collector and computer readable storage medium
CN118330373A (en) * 2024-06-12 2024-07-12 广东电网有限责任公司 Ammeter area identification method and system based on harmonic interference

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108037416A (en) * 2017-12-15 2018-05-15 浙江维思无线网络技术有限公司 The method and device of circuit where a kind of definite ammeter
CN108964034A (en) * 2018-07-17 2018-12-07 国网四川省电力公司电力科学研究院 A kind of area's topology Identification method
CN110266524A (en) * 2019-06-04 2019-09-20 深圳市国电科技通信有限公司 A Recognition Method of Electrical Topology Based on Clustering Recursive Algorithm

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108037416A (en) * 2017-12-15 2018-05-15 浙江维思无线网络技术有限公司 The method and device of circuit where a kind of definite ammeter
CN108964034A (en) * 2018-07-17 2018-12-07 国网四川省电力公司电力科学研究院 A kind of area's topology Identification method
CN110266524A (en) * 2019-06-04 2019-09-20 深圳市国电科技通信有限公司 A Recognition Method of Electrical Topology Based on Clustering Recursive Algorithm

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111400371A (en) * 2020-03-13 2020-07-10 上海电力大学 Voltage correlation verification-based user variable relationship identification method
CN111339482A (en) * 2020-03-17 2020-06-26 南昌工程学院 A method for identification of outlier distribution transformers based on maximum mutual information
CN111339482B (en) * 2020-03-17 2023-07-14 南昌工程学院 An Outlier Distribution Transformer Identification Method Based on Maximum Mutual Information
CN113298535A (en) * 2021-04-25 2021-08-24 云南电网有限责任公司信息中心 Space position-based user variable relation abnormity identification method
CN115469148A (en) * 2022-08-10 2022-12-13 深圳市联强邦盛实业有限公司 Data processing method, collector and computer readable storage medium
CN118330373A (en) * 2024-06-12 2024-07-12 广东电网有限责任公司 Ammeter area identification method and system based on harmonic interference

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