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Partial discharge pattern recognition method for power capacitor film based on time-phase synthesis spectrogram
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Lida LIN1, Jie LI1, Meimei LEI1, Zhenguo DI2, Zewei BU2, Simeng LI2, Qing XIONG2
Insulating Materials | 2023, 56(4) : 93 - 99
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Insulating Materials | 2023, 56(4): 93-99
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Partial discharge pattern recognition method for power capacitor film based on time-phase synthesis spectrogram
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Lida LIN1, Jie LI1, Meimei LEI1, Zhenguo DI2, Zewei BU2, Simeng LI2, Qing XIONG2
Affiliations
  • 1Xi′an XD Power Capacitor Co., Ltd., Xi′an 710021, China
  • 2State Key Laboratory of Electrical Insulation for Power Equipment, Xi′an Jiaotong University, Xi′an 710049, China
Published: 2023-04-20 doi: 10.16790/j.cnki.1009-9239.im.2023.04.015
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Partial discharge type is closely related to the early insulation deterioration degree of power capacitor film. The accurate identification of partial discharge type will effectively improve the operation state of capacitor and guarantee the safety of power grid. In this paper, the models of inter-film tip defects, air gap defects, and surface defects generated easily in metallic film capacitor were designed. The time series and phase distribution spectra characteristics of partial discharge in capacitor film and the development of average discharge quantity Q and discharge repetition rate F were analyzed. The curves of Q and F were fitted with points, and the correlation between them and partial discharge signal was analyzed. The correlation coefficient was taken as the characteristic parameter of time domain. The skew, steepness, and asymmetry of partial discharge phase distribution spectra were extracted as phase characteristic parameters. A partial discharge pattern recognition method of power capacitor film based on time-phase synthetic radar spectrum was proposed. The barycentric coordinates of the enclosed rectangle of characteristic parameters closed graph in the synthesis spectrogram were conducted cluster analysis, and the distribution quadrants of barycentric coordinates were used to recognize the partial discharge pattern of film. The results show that the method has more pattern recognition accuracy than the traditional single spectrum, which provides a theoretical basis for online monitoring and fault diagnosis of capacitor equipment.

power capacitor  /  metallized film  /  partial discharge  /  pattern recognition  /  time-phase synthesis spectrogram
Lida LIN, Jie LI, Meimei LEI, Zhenguo DI, Zewei BU, Simeng LI, Qing XIONG. Partial discharge pattern recognition method for power capacitor film based on time-phase synthesis spectrogram[J]. Insulating Materials, 2023 , 56 (4) : 93 -99 . DOI: 10.16790/j.cnki.1009-9239.im.2023.04.015
Year 2023 volume 56 Issue 4
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Article Info
doi: 10.16790/j.cnki.1009-9239.im.2023.04.015
  • Receive Date:2022-04-02
  • Online Date:2025-11-21
  • Published:2023-04-20
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  • Received:2022-04-02
  • Revised:2022-05-23
Affiliations
    1Xi′an XD Power Capacitor Co., Ltd., Xi′an 710021, China
    2State Key Laboratory of Electrical Insulation for Power Equipment, Xi′an Jiaotong University, Xi′an 710049, China
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https://castjournals.cast.org.cn/joweb/jycl/EN/10.16790/j.cnki.1009-9239.im.2023.04.015
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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