CN113853528A - 用电异常识别方法、装置和计算机可读存储介质 - Google Patents

用电异常识别方法、装置和计算机可读存储介质 Download PDF

Info

Publication number
CN113853528A
CN113853528A CN201980096669.6A CN201980096669A CN113853528A CN 113853528 A CN113853528 A CN 113853528A CN 201980096669 A CN201980096669 A CN 201980096669A CN 113853528 A CN113853528 A CN 113853528A
Authority
CN
China
Prior art keywords
user
transformer
users
determining
abnormal
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201980096669.6A
Other languages
English (en)
Inventor
李昂
李晶
刘浩
王丹
华文韬
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Siemens AG
Original Assignee
Siemens AG
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Siemens AG filed Critical Siemens AG
Publication of CN113853528A publication Critical patent/CN113853528A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R22/00—Arrangements for measuring time integral of electric power or current, e.g. electricity meters
    • G01R22/06—Arrangements for measuring time integral of electric power or current, e.g. electricity meters by electronic methods
    • G01R22/061—Details of electronic electricity meters
    • G01R22/066—Arrangements for avoiding or indicating fraudulent use
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R11/00—Electromechanical arrangements for measuring time integral of electric power or current, e.g. of consumption
    • G01R11/02—Constructional details
    • G01R11/24—Arrangements for avoiding or indicating fraudulent use
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R22/00—Arrangements for measuring time integral of electric power or current, e.g. electricity meters
    • G01R22/06—Arrangements for measuring time integral of electric power or current, e.g. electricity meters by electronic methods
    • G01R22/10—Arrangements for measuring time integral of electric power or current, e.g. electricity meters by electronic methods using digital techniques
    • H—ELECTRICITY
    • H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00002—Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by monitoring

Landscapes

  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

一种用电异常识别方法、装置和计算机可读存储介质。方法包括：将变压器进行分类，所述分类的类别包括公共变压器或专用变压器，其中所述公共变压器对应于多个第一用户，所述专用变压器对应于一个第二用户(101)；基于公共变压器的智能表读数和第一用户的智能表读数，从所述第一用户中识别出第一异常用户；或，基于第一用户的智能表读数，从所述第一用户中识别出第一异常用户(102)；基于第二用户的智能表读数或专用变压器的智能表读数，从所述第二用户中识别出第二异常用户(103)。对于具有多个第一用户的公共变压器和仅具有一个第二用户的专用变压器，分别采用各自的个性化异常识别策略，从而提高识别准确率且提高识别速度。

Description

PCT国内申请，说明书已公开。

Claims (16)

  1. PCT国内申请，权利要求书已公开。
CN201980096669.6A 2019-06-21 2019-06-21 用电异常识别方法、装置和计算机可读存储介质 Pending CN113853528A (zh)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
PCT/CN2019/092387 WO2020252785A1 (zh) 2019-06-21 2019-06-21 用电异常识别方法、装置和计算机可读存储介质

Publications (1)

Publication Number Publication Date
CN113853528A true CN113853528A (zh) 2021-12-28

Family

ID=74040002

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201980096669.6A Pending CN113853528A (zh) 2019-06-21 2019-06-21 用电异常识别方法、装置和计算机可读存储介质

Country Status (4)

Country Link
US (1) US20220260619A1 (zh)
EP (1) EP3968040A4 (zh)
CN (1) CN113853528A (zh)
WO (1) WO2020252785A1 (zh)

Families Citing this family (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112865078A (zh) * 2021-01-14 2021-05-28 南京软核科技有限公司 一种中压用户接入点与中压专变用户对应关系识别方法
CN113009221A (zh) * 2021-02-25 2021-06-22 深圳市国电科技通信有限公司 用于检测窃电的方法、智能断路器和电表
CN114118302A (zh) * 2022-01-25 2022-03-01 全球能源互联网研究院有限公司 一种电能表串表识别方法、装置及电子设备
CN114721326B (zh) * 2022-05-31 2022-09-09 国网浙江省电力有限公司 基于深度学习算法的营销稽查信息处理方法及装置
CN115469590B (zh) * 2022-10-31 2023-03-24 深圳金正方科技股份有限公司 智能电表接口的低功耗控制方法、装置、设备及存储介质
CN116340765B (zh) * 2023-02-16 2024-02-09 成都昶鑫电子科技有限公司 一种窃电用户预测方法、装置、存储介质及电子设备
CN116303480B (zh) * 2023-05-22 2023-08-04 新乡市万新电气有限公司 基于云计算的电能表误差校验方法
CN116613894B (zh) * 2023-07-20 2023-10-10 国网汇通金财（北京）信息科技有限公司 一种用电数据的处理方法及装置
CN116660621B (zh) * 2023-07-27 2023-09-26 江西琰圭技术服务有限公司 一种本地采样分析的防窃电智能管理系统

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN201936510U (zh) * 2010-11-03 2011-08-17 河北省电力公司职业技术培训中心 一种双向控制的反窃电仿真培训装置
CN105932773A (zh) * 2016-05-06 2016-09-07 深圳市同昌汇能科技发展有限公司 一种智能收费防窃电系统
CN107132410A (zh) * 2017-03-13 2017-09-05 广东电网有限责任公司信息中心 10kV线路线损率异常原因检测方法和系统
CN107340492A (zh) * 2017-05-31 2017-11-10 国网上海市电力公司 基于大数据挖掘和场景预判的电能计量装置故障分析方法

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101206795A (zh) * 2007-08-01 2008-06-25 许之端 支持配网台区测控网络的集控集抄装置
US9122618B2 (en) * 2011-12-12 2015-09-01 Mbh Consulting Ltd. Systems, apparatus and methods for quantifying and identifying diversion of electrical energy
JP2014233154A (ja) * 2013-05-29 2014-12-11 株式会社東芝 配電系統監視システム及び配電系統監視装置
JP6527857B2 (ja) * 2013-06-13 2019-06-05 アストロリンク インターナショナル エルエルシー 配電グリッドにおける非技術的損失
US9709604B2 (en) * 2015-05-03 2017-07-18 Itron, Inc. Detection of electrical theft from a transformer secondary
CN204882735U (zh) * 2015-06-17 2015-12-16 姜进 一种适用于检测配变进出线负荷的比对系统
US10379146B2 (en) * 2015-09-23 2019-08-13 International Business Machines Corporation Detecting non-technical losses in electrical networks based on multi-layered statistical techniques from smart meter data
CN106203832B (zh) * 2016-07-12 2020-03-27 亿米特(上海)数据科技有限公司 智能防窃电分析系统及分析方法
CN108256559B (zh) * 2017-12-27 2021-05-14 国网河南省电力公司电力科学研究院 一种基于局部离群点因子的低压窃电用户定位方法

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN201936510U (zh) * 2010-11-03 2011-08-17 河北省电力公司职业技术培训中心 一种双向控制的反窃电仿真培训装置
CN105932773A (zh) * 2016-05-06 2016-09-07 深圳市同昌汇能科技发展有限公司 一种智能收费防窃电系统
CN107132410A (zh) * 2017-03-13 2017-09-05 广东电网有限责任公司信息中心 10kV线路线损率异常原因检测方法和系统
CN107340492A (zh) * 2017-05-31 2017-11-10 国网上海市电力公司 基于大数据挖掘和场景预判的电能计量装置故障分析方法

Also Published As

Publication number Publication date
EP3968040A4 (en) 2022-12-21
US20220260619A1 (en) 2022-08-18
EP3968040A1 (en) 2022-03-16
WO2020252785A1 (zh) 2020-12-24

Similar Documents

Publication Publication Date Title
CN113853528A (zh) 用电异常识别方法、装置和计算机可读存储介质
CN110097297B (zh) 一种多维度窃电态势智能感知方法、系统、设备及介质
CN110223196B (zh) 基于典型行业特征库和反窃电样本库的反窃电分析方法
Chicco et al. Emergent electricity customer classification
US11573587B2 (en) Apparatus and method for non-invasively analyzing behaviors of multiple power devices in circuit and monitoring power consumed by individual devices
CN114676883A (zh) 基于大数据的电网运行管理方法、装置、设备及存储介质
CN110119948B (zh) 基于时变权重动态组合的电力用户信用评价方法及系统
CN111553444A (zh) 一种基于非侵入负荷终端数据的负荷辨识方法
Verma et al. Analyzing household charging patterns of Plug-in electric vehicles (PEVs): A data mining approach
CN113189418B (zh) 一种基于电压数据的拓扑关系识别方法
CN108802535A (zh) 筛选方法、主干扰源识别方法及装置、服务器及存储介质
CN115422788B (zh) 一种配电网线损分析管理方法、装置、存储介质及系统
CN111178690A (zh) 基于风控评分卡模型的用电客户窃电风险评估方法
Grigoras et al. Processing of smart meters data for peak load estimation of consumers
CN107274025B (zh) 一种实现用电模式智能识别与管理的系统和方法
Williams Clustering household electricity use profiles
CN112132631A (zh) 一种基于电力客户画像的标签用电管理方法
Grigoraş et al. Use of data from smart meters in optimal operation of distribution systems
CN113269478B (zh) 一种基于多模型的集中器异常数据提醒方法及系统
US11967820B2 (en) Method and apparatus for deploying power quality monitoring device
CN114897097A (zh) 一种电力用户画像方法、装置、设备及介质
CN114168662A (zh) 一种基于多数据源的配电网问题梳理分析方法及系统
CN113705710A (zh) 电动车充电设施违约用电识别方法及装置
CN113743519A (zh) 电网母线典型负荷曲线识别方法
Ahmed et al. Machine learning-based clustering of load profiling to study the impact of electric vehicles on smart meter applications

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination