JP7191837B2 - 電力不正使用検出のための新しい非パラメトリック統計的挙動識別エコシステム - Google Patents

電力不正使用検出のための新しい非パラメトリック統計的挙動識別エコシステム Download PDF

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JP7191837B2
JP7191837B2 JP2019542656A JP2019542656A JP7191837B2 JP 7191837 B2 JP7191837 B2 JP 7191837B2 JP 2019542656 A JP2019542656 A JP 2019542656A JP 2019542656 A JP2019542656 A JP 2019542656A JP 7191837 B2 JP7191837 B2 JP 7191837B2
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    • 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
    • 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
    • G01R22/063—Details of electronic electricity meters related to remote communication
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/232—Non-hierarchical techniques
    • G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
    • G06F18/23213—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with fixed number of clusters, e.g. K-means clustering
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2218/00—Aspects of pattern recognition specially adapted for signal processing
    • G06F2218/12—Classification; Matching
    • G06F2218/16—Classification; Matching by matching signal segments
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
    • Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
    • Y04S40/00—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
    • Y04S40/20—Information technology specific aspects, e.g. CAD, simulation, modelling, system security

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Power Engineering (AREA)
  • Software Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Economics (AREA)
  • Health & Medical Sciences (AREA)
  • General Engineering & Computer Science (AREA)
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  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Strategic Management (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Probability & Statistics with Applications (AREA)
  • Evolutionary Biology (AREA)
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JP2019542656A 2017-04-13 2018-03-15 電力不正使用検出のための新しい非パラメトリック統計的挙動識別エコシステム Active JP7191837B2 (ja)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2022195769A JP7465939B2 (ja) 2017-04-13 2022-12-07 電力不正使用検出のための新しい非パラメトリック統計的挙動識別エコシステム

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201762485319P 2017-04-13 2017-04-13
US62/485,319 2017-04-13
US15/820,326 2017-11-21
US15/820,326 US10656190B2 (en) 2017-04-13 2017-11-21 Non-parametric statistical behavioral identification ecosystem for electricity fraud detection
PCT/US2018/022718 WO2018190984A1 (en) 2017-04-13 2018-03-15 Novel non-parametric statistical behavioral identification ecosystem for electricity fraud detection

Related Child Applications (1)

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JP2022195769A Division JP7465939B2 (ja) 2017-04-13 2022-12-07 電力不正使用検出のための新しい非パラメトリック統計的挙動識別エコシステム

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JP2020516979A JP2020516979A (ja) 2020-06-11
JP2020516979A5 JP2020516979A5 (https=) 2021-04-22
JP7191837B2 true JP7191837B2 (ja) 2022-12-19

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JP2022195769A Active JP7465939B2 (ja) 2017-04-13 2022-12-07 電力不正使用検出のための新しい非パラメトリック統計的挙動識別エコシステム

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US (2) US10656190B2 (https=)
EP (1) EP3610402B1 (https=)
JP (2) JP7191837B2 (https=)
CN (1) CN110268409B (https=)
WO (1) WO2018190984A1 (https=)

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US11477667B2 (en) 2018-06-14 2022-10-18 Mark Cummings Using orchestrators for false positive detection and root cause analysis
KR102302631B1 (ko) * 2018-10-30 2021-09-16 제노테크 주식회사 인공지능 서비스를 위한 연결된 데이터 아키텍처 시스템 및 이에 대한 제어방법
US20200265119A1 (en) * 2019-02-14 2020-08-20 Accenture Global Solutions Limited Site-specific anomaly detection
CN110738415A (zh) * 2019-10-15 2020-01-31 国网山西省电力公司晋中供电公司 基于用电采集系统和离群点算法的窃电用户分析方法
US11611576B2 (en) * 2019-12-11 2023-03-21 GE Precision Healthcare LLC Methods and systems for securing an imaging system
RU2762241C2 (ru) * 2020-02-26 2021-12-16 Акционерное общество "Лаборатория Касперского" Система и способ выявления мошеннических активностей при взаимодействии пользователя с банковскими сервисами
CN111539843B (zh) * 2020-04-17 2022-07-12 国网新疆电力有限公司营销服务中心(资金集约中心、计量中心) 基于数据驱动的反窃电智能预警方法
KR102408152B1 (ko) * 2020-04-20 2022-06-15 (주)제타미디어 인공지능 기반의 히스토리 데이터 관리 방법
TWI747334B (zh) * 2020-06-17 2021-11-21 王其宏 檢測數據詐欺裝置、方法、程式產品及電腦可讀取媒體
RU2758359C1 (ru) * 2020-06-19 2021-10-28 Акционерное общество "Лаборатория Касперского" Система и способ выявления массовых мошеннических активностей при взаимодействии пользователей с банковскими сервисами
CN112215721A (zh) * 2020-09-04 2021-01-12 国网青海省电力公司信息通信公司 基于大数据的电力窃电精准识别及窃电反馈数据分析模型
US11671512B2 (en) * 2020-10-30 2023-06-06 Oracle International Corporation Concatenating reactive publisher for use with a microservices or other computing environment
CN112527783B (zh) * 2020-11-27 2024-05-24 中科曙光南京研究院有限公司 一种基于Hadoop的数据质量探查系统
CN113762306A (zh) * 2021-01-13 2021-12-07 北京沃东天骏信息技术有限公司 模型训练方法、装置、电子设备和计算机可读介质
CN114518488B (zh) * 2022-01-19 2025-05-06 浙江正泰仪器仪表有限责任公司 基于电能参数搜索量测高精度物联智能电表分布式光储充放系统
US12056231B2 (en) * 2022-04-29 2024-08-06 Truist Bank Training an artificial intelligence engine for real-time monitoring to eliminate false positives
US12355786B2 (en) * 2022-06-14 2025-07-08 Microsoft Technology Licensing, Llc Machine learning approach for solving the cold start problem in stateful models
WO2025097093A1 (en) 2023-11-03 2025-05-08 Spindrift Innovations, LLC Differential dual sensor contactless magnetic-mode electrical current sensors with tamper detection
US12584947B2 (en) 2023-11-03 2026-03-24 Spindrift Innovations, LLC Differential dual sensor contactless magnetic-mode electrical current sensors with tamper detection
CN118822571B (zh) * 2024-08-07 2025-05-06 广东电网有限责任公司信息中心 一种电力营销稽查粒度预警管控方法

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US20180299495A1 (en) 2018-10-18
US20200241057A1 (en) 2020-07-30
JP2020516979A (ja) 2020-06-11
WO2018190984A1 (en) 2018-10-18
EP3610402B1 (en) 2022-04-13
CN110268409A (zh) 2019-09-20
JP2023029983A (ja) 2023-03-07
US10948526B2 (en) 2021-03-16
US10656190B2 (en) 2020-05-19
EP3610402A1 (en) 2020-02-19
JP7465939B2 (ja) 2024-04-11
CN110268409B (zh) 2023-04-04

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