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A Single-Ended Fault Location Method for Transmission Line Based on Full Waveform Features Extractions of Traveling Waves

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成果类型:
期刊论文
作者:
Deng, Feng;Zhong, Yihan;Zeng, Zhe;Zu, Yarui;Zhang, Zhen;...
通讯作者:
Deng, F
作者机构:
[Zhang, Zhen; Deng, Feng; Feng, Sixu; Huang, Yifei; Zhong, Yihan; Zeng, Zhe] Changsha Univ Sci & Technol, Coll Elect & Informat Engn, Changsha 410076, Peoples R China.
[Zu, Yarui] State Grid Shijiazhuang Elect Power Co, Shijiazhuang 050304, Peoples R China.
[Zeng, Xiangjun] Changsha Univ Sci & Technol, Sch Elect & Informat Engn, Hunan Prov Key Lab Smart Grids Operat & Control, Changsha 410076, Peoples R China.
[Deng, Feng] Changsha Univ Sci & Technol, Coll Elect & Informat Engn, Changsha 410076, Peoples R China.
通讯机构:
[Deng, F ]
Changsha Univ Sci & Technol, Coll Elect & Informat Engn, Changsha 410076, Peoples R China.
语种:
英文
关键词:
Fault location;single end;traveling wave full waveform;convolution neural network;feature extraction
期刊:
IEEE Transactions on Power Delivery
ISSN:
0885-8977
年:
2023
卷:
38
期:
4
页码:
2585-2595
基金类别:
10.13039/501100001809-National Natural Science Foundation of China (Grant Number: 52077008) Outstanding Youth Project of Hunan Natural Science Foundation (Grant Number: 2022JJ10048)
机构署名:
本校为第一且通讯机构
院系归属:
电气与信息工程学院
摘要:
Conventional single-ended traveling wave fault location methods, which commonly depend on partial features of traveling wavefronts, may lead to fault location failure, especially for weak-signal faults such as high impedance or zero-crossing faults and close-in faults. To tackle it, this article presents a fault location method according to the extracted panoramic features of traveling wave full waveform (TWFW) in time-frequency domains. Firstly, two rules of the TWFW features are probed, that is, the wavefront arrival sequence is varied from fault sections, as well as the frequency distributi...

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