KR102801619B1 - 스마트 미터로부터의 데이터 분석을 위한 기술 - Google Patents
스마트 미터로부터의 데이터 분석을 위한 기술 Download PDFInfo
- Publication number
- KR102801619B1 KR102801619B1 KR1020217008920A KR20217008920A KR102801619B1 KR 102801619 B1 KR102801619 B1 KR 102801619B1 KR 1020217008920 A KR1020217008920 A KR 1020217008920A KR 20217008920 A KR20217008920 A KR 20217008920A KR 102801619 B1 KR102801619 B1 KR 102801619B1
- Authority
- KR
- South Korea
- Prior art keywords
- smart
- smart meters
- smart meter
- points
- transformer
- 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.)
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Classifications
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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
- G01R22/063—Details of electronic electricity meters related to remote communication
-
- 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
- G01R22/10—Arrangements for measuring time integral of electric power or current, e.g. electricity meters by electronic methods using digital techniques
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N20/00—Machine learning
-
- 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
- G06Q10/00—Administration; Management
- G06Q10/20—Administration of product repair or maintenance
-
- 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
-
- 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
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
-
- 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
- Y04S20/00—Management or operation of end-user stationary applications or the last stages of power distribution; Controlling, monitoring or operating thereof
- Y04S20/30—Smart metering, e.g. specially adapted for remote reading
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Power Engineering (AREA)
- Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Human Resources & Organizations (AREA)
- Economics (AREA)
- Software Systems (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Strategic Management (AREA)
- Health & Medical Sciences (AREA)
- Evolutionary Computation (AREA)
- Medical Informatics (AREA)
- Data Mining & Analysis (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Artificial Intelligence (AREA)
- Primary Health Care (AREA)
- General Health & Medical Sciences (AREA)
- Water Supply & Treatment (AREA)
- Public Health (AREA)
- Entrepreneurship & Innovation (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Remote Monitoring And Control Of Power-Distribution Networks (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US16/114,096 | 2018-08-27 | ||
| US16/114,096 US11092629B2 (en) | 2018-08-27 | 2018-08-27 | Techniques for analysis of data from smart meters |
| PCT/US2019/044733 WO2020046536A1 (en) | 2018-08-27 | 2019-08-01 | Techniques for analysis of data from smart meters |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| KR20210055716A KR20210055716A (ko) | 2021-05-17 |
| KR102801619B1 true KR102801619B1 (ko) | 2025-04-29 |
Family
ID=69584501
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| KR1020217008920A Active KR102801619B1 (ko) | 2018-08-27 | 2019-08-01 | 스마트 미터로부터의 데이터 분석을 위한 기술 |
Country Status (6)
| Country | Link |
|---|---|
| US (3) | US11092629B2 (https=) |
| EP (2) | EP3844509B1 (https=) |
| JP (1) | JP7390362B2 (https=) |
| KR (1) | KR102801619B1 (https=) |
| TW (1) | TWI829735B (https=) |
| WO (1) | WO2020046536A1 (https=) |
Families Citing this family (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP3696933A1 (en) * | 2019-02-15 | 2020-08-19 | ABB Power Grids Switzerland AG | Arrangement comprising a voltage distribution line and electrical consumers |
| TWI748672B (zh) * | 2020-10-05 | 2021-12-01 | 中華電信股份有限公司 | 自動讀表異常分析系統及其方法 |
| GB2599698B (en) * | 2020-10-09 | 2022-12-21 | Neuville Grid Data Man Limited | High-resolution electrical measurement data processing |
| CN112163781A (zh) * | 2020-10-15 | 2021-01-01 | 国网冀北电力有限公司智能配电网中心 | 基于多维度指标聚类的园区用电群体生命周期评价方法 |
| JP7631846B2 (ja) * | 2021-02-02 | 2025-02-19 | マツダ株式会社 | 複数の車両の各々に搭載されているバッテリの一括管理を支援する方法、サーバ、および、端末装置 |
| US11554684B2 (en) | 2021-02-17 | 2023-01-17 | AMPLY Power, Inc. | Aggregating capacity for depot charging |
| EP4050350B1 (en) * | 2021-02-27 | 2024-10-16 | Hitachi Energy Ltd | Determination of phase connections in a power grid |
| US20230050693A1 (en) * | 2021-08-11 | 2023-02-16 | X Development Llc. | Partitioning assets for electric grid connection mapping |
| CN113743501A (zh) * | 2021-09-03 | 2021-12-03 | 国网江苏省电力有限公司常州供电分公司 | 通信基站的窃电识别方法、计算机设备和存储介质 |
| US20230213569A1 (en) * | 2021-12-31 | 2023-07-06 | Duke Energy Corporation | Systems and methods for estimating power loss using point-to-point differential load calculations |
| KR102810195B1 (ko) * | 2022-01-03 | 2025-05-21 | 고려대학교 산학협력단 | 기계학습을 이용한 변압기 주파수 응답 모델 파라미터의 추정 장치 및 방법 |
| EP4273564A1 (en) * | 2022-05-02 | 2023-11-08 | Siemens Aktiengesellschaft | Apparatus, system and method for detecting anomalies in a grid |
| CN114997336A (zh) * | 2022-07-05 | 2022-09-02 | 广西电网有限责任公司 | 一种基于fm-knn的智能电表运行状态评价方法 |
| US11899516B1 (en) | 2023-07-13 | 2024-02-13 | T-Mobile Usa, Inc. | Creation of a digital twin for auto-discovery of hierarchy in power monitoring |
| US20250035685A1 (en) * | 2023-07-28 | 2025-01-30 | Itron, Inc. | Methods and apparatus of determining bypass of electrical meter |
| US20260016516A1 (en) * | 2024-07-15 | 2026-01-15 | Itron, Inc. | Electricity meter management of circuit breaker open-switch events |
Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2017506870A (ja) | 2014-02-25 | 2017-03-09 | アイトロン インコーポレイテッド | スマートグリッドのトポロジの推定 |
| WO2017100916A1 (fr) * | 2015-12-17 | 2017-06-22 | HYDRO-QUéBEC | Mise à jour d'une topologie d'un réseau de distribution par réattribution successive des compteurs |
Family Cites Families (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CA2749770C (en) | 2009-01-14 | 2021-07-20 | Integral Analytics, Inc. | Optimization of microgrid energy use and distribution |
| WO2010117363A1 (en) * | 2009-04-09 | 2010-10-14 | Michelin Recherche Et Technique, S.A. | Tire metallic cable anomaly detection method and apparatus |
| WO2012117551A1 (ja) * | 2011-03-03 | 2012-09-07 | 三菱電機株式会社 | 交流電気量測定装置および交流電気量測定方法 |
| US9292794B2 (en) | 2013-08-15 | 2016-03-22 | International Business Machines Corporation | Voltage-based clustering to infer connectivity information in smart grids |
| US11079417B2 (en) | 2014-02-25 | 2021-08-03 | Itron, Inc. | Detection of electric power diversion |
| US9612133B2 (en) | 2014-07-14 | 2017-04-04 | International Technological University | Smart meter system communication methods |
| US9799083B2 (en) | 2014-10-28 | 2017-10-24 | Oracle International Corporation | Correlating consumption and voltage data to identify line loss in an electric grid |
| US9816836B2 (en) | 2014-11-10 | 2017-11-14 | Oracle International Corporation | Correlating meter data to detect mismappings |
| JP6392155B2 (ja) | 2015-03-27 | 2018-09-19 | 株式会社東芝 | 配電監視制御装置 |
| US10312681B2 (en) | 2015-05-28 | 2019-06-04 | Itron, Inc. | Automatic network device electrical phase identification |
| US10408866B2 (en) | 2015-08-06 | 2019-09-10 | Utopus Insights, Inc. | Power theft location identification in distribution systems using voltage reading from smart meters |
| CN105446295B (zh) * | 2015-12-02 | 2018-12-14 | 徐智慧 | 电器的识别方法及装置 |
| WO2018027180A1 (en) | 2016-08-05 | 2018-02-08 | The Regents Of The University Of California | Phase identification in power distribution systems |
| TWI592774B (zh) * | 2016-08-08 | 2017-07-21 | 明基能源技術股份有限公司 | 電器設備的操作識別方法及應用其的操作識別系統 |
| CN109190672A (zh) * | 2018-08-02 | 2019-01-11 | 清华大学 | 电力系统运行工况无监督聚类方法及装置 |
-
2018
- 2018-08-27 US US16/114,096 patent/US11092629B2/en active Active
-
2019
- 2019-08-01 JP JP2021510462A patent/JP7390362B2/ja active Active
- 2019-08-01 EP EP19853801.9A patent/EP3844509B1/en active Active
- 2019-08-01 KR KR1020217008920A patent/KR102801619B1/ko active Active
- 2019-08-01 WO PCT/US2019/044733 patent/WO2020046536A1/en not_active Ceased
- 2019-08-01 EP EP25151810.6A patent/EP4530941A3/en active Pending
- 2019-08-01 TW TW108127332A patent/TWI829735B/zh active
-
2021
- 2021-07-23 US US17/384,624 patent/US20210349135A1/en not_active Abandoned
-
2024
- 2024-12-02 US US18/966,076 patent/US20250093395A1/en active Pending
Patent Citations (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2017506870A (ja) | 2014-02-25 | 2017-03-09 | アイトロン インコーポレイテッド | スマートグリッドのトポロジの推定 |
| WO2017100916A1 (fr) * | 2015-12-17 | 2017-06-22 | HYDRO-QUéBEC | Mise à jour d'une topologie d'un réseau de distribution par réattribution successive des compteurs |
Non-Patent Citations (1)
| Title |
|---|
| (비특허) Visualizing Smart Water Meter Dataset Clustering With Parametic T-distributed Stochastic Neighbour Embedding('18년 6월 공개)* |
Also Published As
| Publication number | Publication date |
|---|---|
| JP2021535716A (ja) | 2021-12-16 |
| US20210349135A1 (en) | 2021-11-11 |
| EP3844509A1 (en) | 2021-07-07 |
| EP4530941A3 (en) | 2025-07-02 |
| EP3844509A4 (en) | 2022-06-29 |
| WO2020046536A1 (en) | 2020-03-05 |
| US20200064385A1 (en) | 2020-02-27 |
| TW202009852A (zh) | 2020-03-01 |
| US11092629B2 (en) | 2021-08-17 |
| KR20210055716A (ko) | 2021-05-17 |
| EP3844509B1 (en) | 2025-01-15 |
| JP7390362B2 (ja) | 2023-12-01 |
| TWI829735B (zh) | 2024-01-21 |
| EP4530941A2 (en) | 2025-04-02 |
| US20250093395A1 (en) | 2025-03-20 |
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Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PA0105 | International application |
Patent event date: 20210325 Patent event code: PA01051R01D Comment text: International Patent Application |
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| PG1501 | Laying open of application | ||
| A201 | Request for examination | ||
| PA0201 | Request for examination |
Patent event code: PA02012R01D Patent event date: 20220712 Comment text: Request for Examination of Application |
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| E902 | Notification of reason for refusal | ||
| PE0902 | Notice of grounds for rejection |
Comment text: Notification of reason for refusal Patent event date: 20240620 Patent event code: PE09021S01D |
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| E701 | Decision to grant or registration of patent right | ||
| PE0701 | Decision of registration |
Patent event code: PE07011S01D Comment text: Decision to Grant Registration Patent event date: 20250227 |
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| GRNT | Written decision to grant | ||
| PR0701 | Registration of establishment |
Comment text: Registration of Establishment Patent event date: 20250423 Patent event code: PR07011E01D |
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| PR1002 | Payment of registration fee |
Payment date: 20250424 End annual number: 3 Start annual number: 1 |
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| PG1601 | Publication of registration |