PL3699614T3 - Sposób i system rozpoznawania wyładowania niezupełnego do diagnozowania sieci elektrycznych - Google Patents

Sposób i system rozpoznawania wyładowania niezupełnego do diagnozowania sieci elektrycznych

Info

Publication number
PL3699614T3
PL3699614T3 PL20382124.4T PL20382124T PL3699614T3 PL 3699614 T3 PL3699614 T3 PL 3699614T3 PL 20382124 T PL20382124 T PL 20382124T PL 3699614 T3 PL3699614 T3 PL 3699614T3
Authority
PL
Poland
Prior art keywords
partial discharge
electrical networks
discharge recognition
diagnosing electrical
diagnosing
Prior art date
Application number
PL20382124.4T
Other languages
English (en)
Inventor
Sonia Raquel Barrios Pereira
Ian Paul Gilbert
Original Assignee
Ormazabal Corporate Technology, A.I.E.
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 Ormazabal Corporate Technology, A.I.E. filed Critical Ormazabal Corporate Technology, A.I.E.
Publication of PL3699614T3 publication Critical patent/PL3699614T3/pl

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Classifications

    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/12Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing
    • G01R31/14Circuits therefor, e.g. for generating test voltages, sensing circuits
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/12Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing
    • G01R31/1227Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing of components, parts or materials
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F17/00Digital computing or data processing equipment or methods, specially adapted for specific functions
    • G06F17/10Complex mathematical operations
    • G06F17/14Fourier, Walsh or analogous domain transformations, e.g. Laplace, Hilbert, Karhunen-Loeve, transforms
    • G06F17/148Wavelet transforms
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/0464Convolutional networks [CNN, ConvNet]
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • G06N3/09Supervised learning
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/12Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing
    • G01R31/1227Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing of components, parts or materials
    • G01R31/1263Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing of components, parts or materials of solid or fluid materials, e.g. insulation films, bulk material; of semiconductors or LV electronic components or parts; of cable, line or wire insulation
    • G01R31/1272Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing of components, parts or materials of solid or fluid materials, e.g. insulation films, bulk material; of semiconductors or LV electronic components or parts; of cable, line or wire insulation of cable, line or wire insulation, e.g. using partial discharge measurements

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Evolutionary Computation (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • General Health & Medical Sciences (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Medical Informatics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Algebra (AREA)
  • Databases & Information Systems (AREA)
  • Testing Relating To Insulation (AREA)
  • Testing Electric Properties And Detecting Electric Faults (AREA)
PL20382124.4T 2019-02-22 2020-02-21 Sposób i system rozpoznawania wyładowania niezupełnego do diagnozowania sieci elektrycznych PL3699614T3 (pl)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
ES201930149A ES2780448A1 (es) 2019-02-22 2019-02-22 Método y sistema de reconocimiento de descargas parciales para diagnóstico de redes eléctricas

Publications (1)

Publication Number Publication Date
PL3699614T3 true PL3699614T3 (pl) 2025-01-07

Family

ID=69770827

Family Applications (1)

Application Number Title Priority Date Filing Date
PL20382124.4T PL3699614T3 (pl) 2019-02-22 2020-02-21 Sposób i system rozpoznawania wyładowania niezupełnego do diagnozowania sieci elektrycznych

Country Status (5)

Country Link
US (1) US20200271714A1 (pl)
EP (1) EP3699614B1 (pl)
AR (1) AR118148A1 (pl)
ES (2) ES2780448A1 (pl)
PL (1) PL3699614T3 (pl)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112098760A (zh) * 2020-09-21 2020-12-18 广东电网有限责任公司佛山供电局 基于卷积神经网络的电力故障信号检测方法
CN112557833B (zh) * 2020-10-10 2022-04-12 国网河南省电力公司焦作供电公司 一种基于深度样本增强的电缆局部放电模式识别方法
CN112686093A (zh) * 2020-12-02 2021-04-20 重庆邮电大学 一种基于ds证据理论的融合局部放电类型识别方法
EP4175090A1 (de) * 2021-10-29 2023-05-03 Siemens Aktiengesellschaft Schutzeinrichtung und verfahren zum überwachen eines elektrischen energieversorgungsnetzes sowie computerprogrammprodukt
CN114254668A (zh) * 2021-11-26 2022-03-29 南方电网数字电网研究院有限公司 基于绝缘开关设备放电信号的故障检测方法和装置
CN114280433B (zh) * 2021-12-02 2023-04-07 西南交通大学 一种基于放大电路的变压器套管局部放电风险评估方法
CN115187527B (zh) * 2022-06-27 2023-04-07 上海格鲁布科技有限公司 一种多源混合型特高频局部放电图谱的分离识别方法
CN115453286B (zh) * 2022-09-01 2023-05-05 珠海市伊特高科技有限公司 Gis局部放电诊断方法、模型训练方法、装置及系统
CN115510922A (zh) * 2022-10-31 2022-12-23 国网江苏省电力有限公司徐州供电分公司 一种电气一次设备局部放电信号的模式识别方法
CN115526217A (zh) * 2022-11-28 2022-12-27 陕西公众电气股份有限公司 一种基于嵌入式平台的局部放电模式识别方法及系统
CN116502051B (zh) * 2023-06-26 2023-09-26 广东电网有限责任公司珠海供电局 一种海底电缆局部缺陷识别方法及装置
CN117783793B (zh) * 2024-02-23 2024-05-07 泸州老窖股份有限公司 一种开关柜的故障监测方法及系统
CN118759322A (zh) * 2024-07-12 2024-10-11 广东电网有限责任公司江门供电局 Gis设备局部放电定位方法、装置、存储介质及系统
CN121030493A (zh) * 2025-08-18 2025-11-28 江苏国电南自海吉科技有限公司 基于特征参量与矩特征多尺度卷积自适应局部放电故障类型识别方法

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* Cited by examiner, † Cited by third party
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US20110077484A1 (en) * 2009-09-30 2011-03-31 Nellcor Puritan Bennett Ireland Systems And Methods For Identifying Non-Corrupted Signal Segments For Use In Determining Physiological Parameters
ES2379831A1 (es) * 2010-05-26 2012-05-04 Universidad Politécnica de Madrid PROCEDIMIENTO DE MONITORIZACIÓN CONTINUA Y DIAGNÓSTICO DE FUENTES DE DESCARGAS PARCIALES (DPs) EN CABLES DE ALTA TENSIÓN DURANTE SU CONEXIÓN Y FUNCIONAMIENTO EN LA RED, Y SISTEMA FÍSICO PARA LA PUESTA EN PRÁCTICA DEL PROCEDIMIENTO.
ES2400139B1 (es) * 2011-06-21 2013-11-26 Ormazabal Corporate Technology, A.I.E. Procedimiento y dispositivo de monitorización de descargas parciales
FR2987900B1 (fr) 2012-03-09 2015-07-31 Alstom Technology Ltd Procede de reconnaissance de decharges partielles emises a l'interieur et a l'exterieur d'un appareil electrique
CN103323749B (zh) * 2013-05-16 2016-08-03 上海交通大学 多分类器信息融合的局部放电诊断方法
CN103558529B (zh) * 2013-11-14 2016-11-23 国家电网公司 一种三相共筒式超高压gis局部放电的模式识别方法
CN105137310A (zh) * 2015-10-10 2015-12-09 沈阳工业大学 Gis局部放电在线检测系统及方法
CN107238507B (zh) 2017-06-20 2019-12-31 佛山市南海区广工大数控装备协同创新研究院 一种基于深度学习的工业设备故障预测方法
CN107449994A (zh) * 2017-07-04 2017-12-08 国网江苏省电力公司电力科学研究院 基于cnn‑dbn网络的局放故障诊断方法
KR101822829B1 (ko) * 2017-08-11 2018-01-29 문경훈 머신러닝을 이용한 차단기 부분방전 유형진단 및 노이즈 판별 방법
CN107907799B (zh) 2017-11-10 2020-10-09 国网浙江省电力公司电力科学研究院 基于卷积神经网络的局部放电缺陷类型的识别方法及系统
CN108983051B (zh) * 2018-07-25 2021-02-09 武汉科技大学 基于同步挤压小波变换的局部放电类型识别方法
CN109116203A (zh) * 2018-10-31 2019-01-01 红相股份有限公司 基于卷积神经网络的电力设备局部放电故障诊断方法
CN109061426B (zh) * 2018-11-02 2021-10-22 国网河北省电力有限公司电力科学研究院 变压器局部放电故障诊断方法及在线监测装置

Also Published As

Publication number Publication date
EP3699614A1 (en) 2020-08-26
EP3699614C0 (en) 2024-08-28
ES2994135T3 (en) 2025-01-17
US20200271714A1 (en) 2020-08-27
EP3699614B1 (en) 2024-08-28
ES2780448A1 (es) 2020-08-25
BR102020003963A2 (pt) 2020-09-29
AR118148A1 (es) 2021-09-22

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