CN111095712B - 基于电流方差的电弧检测 - Google Patents
基于电流方差的电弧检测 Download PDFInfo
- Publication number
- CN111095712B CN111095712B CN201880060530.1A CN201880060530A CN111095712B CN 111095712 B CN111095712 B CN 111095712B CN 201880060530 A CN201880060530 A CN 201880060530A CN 111095712 B CN111095712 B CN 111095712B
- Authority
- CN
- China
- Prior art keywords
- variance
- processor
- current values
- current
- arc fault
- 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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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H1/00—Details of emergency protective circuit arrangements
- H02H1/0007—Details of emergency protective circuit arrangements concerning the detecting means
- H02H1/0015—Using arc detectors
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/005—Testing of electric installations on transport means
- G01R31/006—Testing of electric installations on transport means on road vehicles, e.g. automobiles or trucks
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/08—Locating faults in cables, transmission lines, or networks
- G01R31/088—Aspects of digital computing
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01R—MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
- G01R31/00—Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
- G01R31/50—Testing of electric apparatus, lines, cables or components for short-circuits, continuity, leakage current or incorrect line connections
- G01R31/52—Testing for short-circuits, leakage current or ground faults
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B1/00—Comparing elements, i.e. elements for effecting comparison directly or indirectly between a desired value and existing or anticipated values
- G05B1/01—Comparing elements, i.e. elements for effecting comparison directly or indirectly between a desired value and existing or anticipated values electric
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H3/00—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal electric working condition with or without subsequent reconnection ; integrated protection
- H02H3/08—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal electric working condition with or without subsequent reconnection ; integrated protection responsive to excess current
-
- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B23/00—Testing or monitoring of control systems or parts thereof
- G05B23/02—Electric testing or monitoring
- G05B23/0205—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults
- G05B23/0218—Electric testing or monitoring by means of a monitoring system capable of detecting and responding to faults characterised by the fault detection method dealing with either existing or incipient faults
- G05B23/0224—Process history based detection method, e.g. whereby history implies the availability of large amounts of data
- G05B23/0227—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions
- G05B23/0235—Qualitative history assessment, whereby the type of data acted upon, e.g. waveforms, images or patterns, is not relevant, e.g. rule based assessment; if-then decisions based on a comparison with predetermined threshold or range, e.g. "classical methods", carried out during normal operation; threshold adaptation or choice; when or how to compare with the threshold
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H1/00—Details of emergency protective circuit arrangements
- H02H1/0092—Details of emergency protective circuit arrangements concerning the data processing means, e.g. expert systems, neural networks
-
- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02H—EMERGENCY PROTECTIVE CIRCUIT ARRANGEMENTS
- H02H3/00—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal electric working condition with or without subsequent reconnection ; integrated protection
- H02H3/50—Emergency protective circuit arrangements for automatic disconnection directly responsive to an undesired change from normal electric working condition with or without subsequent reconnection ; integrated protection responsive to the appearance of abnormal wave forms, e.g. AC in DC installations
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Automation & Control Theory (AREA)
- Emergency Protection Circuit Devices (AREA)
- Mathematical Physics (AREA)
- Theoretical Computer Science (AREA)
- Chemical & Material Sciences (AREA)
- Combustion & Propulsion (AREA)
- Testing Of Short-Circuits, Discontinuities, Leakage, Or Incorrect Line Connections (AREA)
- Testing Relating To Insulation (AREA)
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201762570959P | 2017-10-11 | 2017-10-11 | |
| US62/570,959 | 2017-10-11 | ||
| PCT/US2018/055440 WO2019075217A1 (en) | 2017-10-11 | 2018-10-11 | ARC DETECTION BASED ON CURRENT FLOW VARIANCE |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN111095712A CN111095712A (zh) | 2020-05-01 |
| CN111095712B true CN111095712B (zh) | 2023-01-20 |
Family
ID=66101742
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201880060530.1A Active CN111095712B (zh) | 2017-10-11 | 2018-10-11 | 基于电流方差的电弧检测 |
Country Status (5)
| Country | Link |
|---|---|
| US (1) | US10804688B2 (https=) |
| EP (1) | EP3695476B1 (https=) |
| JP (1) | JP7275448B2 (https=) |
| CN (1) | CN111095712B (https=) |
| WO (1) | WO2019075217A1 (https=) |
Families Citing this family (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110596554A (zh) * | 2019-10-11 | 2019-12-20 | 珠海格力电器股份有限公司 | 一种故障电弧检测方法、装置、存储介质及插座 |
| JP7437584B2 (ja) * | 2019-11-19 | 2024-02-26 | ヒタチ・エナジー・リミテッド | 送電線の外乱分類のための機械学習ベースの方法および装置 |
| CN114076855B (zh) * | 2020-08-10 | 2025-03-11 | 施耐德电器工业公司 | 变压器的涌流检测方法、设备以及计算机可读存储介质 |
| CN111806308B (zh) * | 2020-08-13 | 2024-12-03 | 池代臻 | 吊弦检测设备及吊弦异常检测方法 |
| CN114076903B (zh) * | 2020-08-21 | 2024-08-20 | 荆雁 | 一种电弧性短路的故障类型判定方法 |
| JP7590717B2 (ja) * | 2020-10-06 | 2024-11-27 | 愛知県 | 接続異常検出装置及び分電盤接続異常検出システム |
| EP3996224A3 (en) * | 2020-11-04 | 2022-08-17 | Abb Schweiz Ag | Nuisance trip decision management using data analytics in electrical protection system |
| CN113092955B (zh) * | 2021-03-10 | 2024-11-29 | 浙江华消科技有限公司 | 一种电弧故障检测方法、装置、设备及存储介质 |
| CN117501140A (zh) * | 2021-06-15 | 2024-02-02 | 立维腾制造有限公司 | 使用机器学习的电弧故障检测 |
| EP4206692B1 (en) * | 2021-12-29 | 2024-12-11 | Melexis Technologies SA | Current supervisory device |
| CN115032508B (zh) * | 2022-08-12 | 2022-11-01 | 国网山东省电力公司电力科学研究院 | 一种基于目标识别的分布式输电线路故障诊断方法及系统 |
| FR3147006A1 (fr) | 2023-03-20 | 2024-09-27 | Safran | Procédé de détection de la présence d’un arc électrique et dispositif associé |
| EP4684222A1 (fr) | 2023-03-20 | 2026-01-28 | Safran | Procédé de détection de la présence d'un arc électrique et dispositif associé |
| CN116679228B (zh) * | 2023-04-23 | 2026-04-28 | 清华大学 | 电弧检测方法、装置、设备和存储介质 |
| CN121114669A (zh) * | 2024-06-11 | 2025-12-12 | 兆易创新科技集团股份有限公司 | 拉弧检测方法及系统 |
| CN120352121B (zh) * | 2025-03-27 | 2026-03-20 | 清华大学 | 一种故障检测方法、装置、设备以及计算机存储介质 |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE19619629C1 (de) * | 1996-05-15 | 1997-10-09 | Aeg Sensorsysteme Gmbh | Verfahren und Anordnung zur automatischen Überwachung von Fehlerstromschutzschaltern |
| CN101685130A (zh) * | 2008-09-25 | 2010-03-31 | 施耐德电器工业公司 | 接地故障的定向检测 |
| CN101777757A (zh) * | 2009-01-12 | 2010-07-14 | 杭州德力西集团有限公司 | 一种小电流接地选线方法 |
Family Cites Families (19)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US4072200A (en) * | 1976-05-12 | 1978-02-07 | Morris Fred J | Surveying of subterranean magnetic bodies from an adjacent off-vertical borehole |
| US4933640A (en) * | 1988-12-30 | 1990-06-12 | Vector Magnetics | Apparatus for locating an elongated conductive body by electromagnetic measurement while drilling |
| US6564883B2 (en) * | 2000-11-30 | 2003-05-20 | Baker Hughes Incorporated | Rib-mounted logging-while-drilling (LWD) sensors |
| KR20050026099A (ko) * | 2002-08-01 | 2005-03-14 | 어플라이드 머티어리얼즈 인코포레이티드 | 고급 처리 제어 시스템 내의 부정확한 계측 데이터의 취급방법, 시스템 및 매체 |
| GB2422967B (en) * | 2003-10-22 | 2007-06-06 | Fujikura Ltd | Insulation degradation diagnostic device |
| US7339134B2 (en) | 2004-04-01 | 2008-03-04 | Lincoln Global, Inc. | Extension lift truck modification |
| US7408750B2 (en) * | 2004-09-09 | 2008-08-05 | Sensata Technologies Massachusetts, Inc. | Methods of detecting arc faults characterized by consecutive periods of arcing |
| US20080157781A1 (en) * | 2006-12-27 | 2008-07-03 | General Electric Company | Methods and systems for detecting series arcs in electrical systems |
| US7463465B2 (en) * | 2006-12-28 | 2008-12-09 | General Electric Company | Series arc fault current interrupters and methods |
| JP5369490B2 (ja) * | 2008-05-13 | 2013-12-18 | シンフォニアテクノロジー株式会社 | アーク検出装置及びこれを備えた航空機 |
| US8817431B2 (en) * | 2009-12-18 | 2014-08-26 | True-Safe Technologies, Inc. | System and integrated method for a parallel and series arc fault circuit interrupter |
| CN102201653A (zh) * | 2010-03-24 | 2011-09-28 | 鸿富锦精密工业(深圳)有限公司 | 过流保护电路设计系统及方法 |
| JP5247874B2 (ja) * | 2011-12-06 | 2013-07-24 | パナソニック株式会社 | 蓄電池移転支援装置および蓄電池移転支援方法 |
| WO2014122832A1 (ja) * | 2013-02-06 | 2014-08-14 | 日本電気株式会社 | 蓄電装置及び劣化判定方法 |
| FR3002644B1 (fr) * | 2013-02-22 | 2015-03-27 | Commissariat Energie Atomique | Procede et dispositif de detection d'arc electrique dans une installation photovoltaique |
| CN105629112B (zh) * | 2016-02-15 | 2018-04-06 | 珠海派诺科技股份有限公司 | 一种故障电弧检测装置及方法 |
| CN107171030B (zh) * | 2016-03-08 | 2022-02-11 | 松下知识产权经营株式会社 | 蓄电系统及蓄电系统的控制方法 |
| CN106560718B (zh) * | 2016-05-06 | 2019-03-22 | 艾思玛新能源技术(上海)有限公司 | 一种接地故障电流检测保护方法及装置 |
| CN106549358B (zh) * | 2016-11-04 | 2019-01-22 | 珠海格力电器股份有限公司 | 电路故障的检测控制装置及空调 |
-
2018
- 2018-10-11 US US16/158,047 patent/US10804688B2/en active Active
- 2018-10-11 CN CN201880060530.1A patent/CN111095712B/zh active Active
- 2018-10-11 WO PCT/US2018/055440 patent/WO2019075217A1/en not_active Ceased
- 2018-10-11 EP EP18865486.7A patent/EP3695476B1/en active Active
- 2018-10-11 JP JP2020516440A patent/JP7275448B2/ja active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| DE19619629C1 (de) * | 1996-05-15 | 1997-10-09 | Aeg Sensorsysteme Gmbh | Verfahren und Anordnung zur automatischen Überwachung von Fehlerstromschutzschaltern |
| CN101685130A (zh) * | 2008-09-25 | 2010-03-31 | 施耐德电器工业公司 | 接地故障的定向检测 |
| CN101777757A (zh) * | 2009-01-12 | 2010-07-14 | 杭州德力西集团有限公司 | 一种小电流接地选线方法 |
Also Published As
| Publication number | Publication date |
|---|---|
| CN111095712A (zh) | 2020-05-01 |
| WO2019075217A1 (en) | 2019-04-18 |
| US10804688B2 (en) | 2020-10-13 |
| EP3695476A4 (en) | 2020-12-09 |
| JP2020537118A (ja) | 2020-12-17 |
| EP3695476A1 (en) | 2020-08-19 |
| EP3695476B1 (en) | 2025-01-08 |
| JP7275448B2 (ja) | 2023-05-18 |
| US20190199081A1 (en) | 2019-06-27 |
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