Polar Coordinate Pattern Approach to Partial Discharge on Floating Electrode Defect in GIS

被引:1
|
作者
Yao, Rui [1 ]
Zhang, Yanbin [1 ]
Si, Gangquan [1 ]
Yuan, Yiwei [1 ]
Xie, Qian [1 ]
机构
[1] Xi An Jiao Tong Univ, Sch Elect Engn, State key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
关键词
gas-insulated switchgear (GIS); partial discharge; floating electrode; polar coordinate pattern; K-means clustering algorithm; SIGNALS;
D O I
10.1002/tee.22472
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a polar coordinate pattern approach to characterize the floating electrode defect in gas-insulated metal-enclosed switchgear (GIS). A 220-kV GIS bus bar cavity is taken as an object to design the physical model of the floating electrode defect. The partial discharge (PD) development process is studied when the applied voltage is gradually increasing. The phase-resolved partial discharge (PRPD) patterns and the polar coordinate patterns at different voltage levels are accessed through phase-resolved pulse sequence (PRPS) data in the ultrahigh-frequency (UHF) measurement. The proposed polar coordinate pattern approach does not use the traditional positive half-cycle and negative half-cycle analysis method in the PRPD pattern. It uses the clustering results to analyze the characteristics of the PD. It can be concluded that there are several advantages to the polar coordinate pattern. First, in the polar coordinate pattern, the phase is in a head-to-tail arrangement, so the observation of the PD phase characteristics can be more intuitive. Second, the polar coordinate pattern makes the calculated phase median, amplitude median, and centroid meaningful. With the voltage increasing, the variation law of the phase median and centroid can be observed. Third, the discharge parameters, which are based on the quadrant and statistical theory and the cosine similarity proposed in this paper, are from a new point of view. They can make a clear description of the characteristics of the floating electrode defect quantitatively, which can be distinguished from other insulation faults. Additionally, the continuous mode and phase mode at different voltage levels measured by acoustic detection are obtained to further demonstrate the PD development process. The acoustic results agree with the UHF measurement results. The efficiency and rationale of the polar coordinate pattern are further verified. (C) 2017 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
引用
收藏
页码:825 / 833
页数:9
相关论文
共 50 条
  • [41] Development of a Wafer Defect Pattern Classifier Using Polar Coordinate System Transformed Inputs and Convolutional Neural Networks
    Kim, Moo Hyun
    Kim, Tae Seon
    ELECTRONICS, 2024, 13 (07)
  • [42] Insulation Defect Modelling and Partial Discharge Typology Identification: A Robust and Automatic Approach
    Montanari, Gian Carlo
    Shafiq, Muhammad
    Myneni, Sukesh Babu
    APPLIED SCIENCES-BASEL, 2024, 14 (15):
  • [43] Study on partial discharge pattern classification of GIS by adaptive neuro-fuzzy inference system
    Lu, Yufeng
    Su, Yi
    Liang, Zhaoting
    Luand, Yifan
    Huang, Jinjian
    2019 5TH INTERNATIONAL CONFERENCE ON ENERGY EQUIPMENT SCIENCE AND ENGINEERING, 2020, 461
  • [44] GIS Partial Discharge Pattern Recognition Based on Dimension Reduction Based on Rough Set Theory
    Guo, Zhi-hong
    Wang, Hui
    Du, Xiu-ming
    Chen, Yu-feng
    Yang, Yi
    Sheng, Ge-hao
    2016 INTERNATIONAL CONFERENCE ON POWER, ENERGY ENGINEERING AND MANAGEMENT (PEEM 2016), 2016, : 120 - 128
  • [45] GIS partial discharge pattern recognition via a novel capsule deep graph convolutional network
    Wang, Yanxin
    Yan, Jing
    Ye, Xinyu
    Qi, Zhenkang
    Wang, Jianhua
    Geng, Yingsan
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2022, 16 (14) : 2903 - 2912
  • [46] An efficient partial discharge pattern recognition method using texture analysis for transformer defect models
    Rostaminia, Reza
    Saniei, Mohsen
    Vakilian, Mehdi
    Mortazavi, Seyyed Saeedollah
    Darabad, Vahid Parvin
    INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2018, 28 (07):
  • [47] Partial discharge detection by extracting UHF signal from inner grading electrode of insulating spacer in GIS
    Shao, Xian-Jun
    He, Wen-Lin
    Xu, Jia-Long
    Zhu, Ming-Xiao
    Zhang, Guan-Jun
    IET SCIENCE MEASUREMENT & TECHNOLOGY, 2018, 12 (01) : 90 - 97
  • [48] Estimation of partial discharge parameters in GIS using acoustic emission techniques: A theoretical approach
    Gupta, N
    Ramu, TS
    JOURNAL OF COMPUTATIONAL ACOUSTICS, 1998, 6 (04) : 403 - 419
  • [49] Application of Self Organizing Map Approach for Partial Discharge Pattern Recognition of Insulators
    Chang, Wen-Yeau
    ICPADM 2009: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON PROPERTIES AND APPLICATIONS OF DIELECTRIC MATERIALS, VOLS 1-3, 2009, : 449 - 452
  • [50] Application of grey clustering approach and genetic algorithm to partial discharge pattern recognition
    Chang, Wen-Yeau
    WSEAS Transactions on Systems, 2009, 8 (12): : 1273 - 1283