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author:

Jiang, Run (Jiang, Run.) [1] | Zheng, Yuesheng (Zheng, Yuesheng.) [2] (Scholars:郑跃胜)

Indexed by:

EI Scopus SCIE

Abstract:

This article investigates into signal regularity in ac series arc fault (SAF) detection. The regularity can solve the vital problem that SAF current characteristics change or disappear in unknown multiload circuits. A coupling method is adopted to capture high-frequency differential signals. The coupling signals show that the waveform in single-load circuits closely resembles the waveform in multiload ones. However, the coupling method confuses normal signals with arcing ones in dimmer loads. To address the issue, this article presents a time-series reconstruction method based on spectral features. First, the spectral features are analyzed between fault-like signals and fault signals. According to the spectral features and the desirable margin, the time series is self-adaptively decomposed and reconstructed. Then, the pulse-recognition algorithm is used to extract arcing features of the reconstructed signals. Finally, the detection method determined by single-load circuits is used to identify SAFs in unknown multiload ones. The results show the presented approach has good generalization performance and identification precision under arbitrary circuits.

Keyword:

Ac series arc fault detection Circuit faults Couplings Discrete wavelet transforms Feature extraction Magnetic flux signal regularity Time-domain analysis time-series reconstruction based on spectral features (TSRSF) unknown multiload circuits Voltage measurement

Community:

  • [ 1 ] [Jiang, Run]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 2 ] [Zheng, Yuesheng]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China
  • [ 3 ] [Jiang, Run]Fujian Key Lab New Energy Generat & Power Convers, Fuzhou 350108, Peoples R China
  • [ 4 ] [Zheng, Yuesheng]Fujian Key Lab New Energy Generat & Power Convers, Fuzhou 350108, Peoples R China

Reprint 's Address:

  • [Zheng, Yuesheng]Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou 350108, Peoples R China;;

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Source :

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

ISSN: 0278-0046

Year: 2023

Issue: 2

Volume: 70

Page: 2026-2036

7 . 5

JCR@2023

7 . 5 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:35

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 20

SCOPUS Cited Count: 23

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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