TY - JOUR
T1 - An efficient accuracy improvement method for cable defect location based on instantaneous filtering in time-frequency domain
AU - Zou, Xingyu
AU - Mu, Haibao
AU - Wang, Renjie
AU - Fan, Kaixuan
AU - Cheng, Ziqian
AU - He, Yifan
AU - Zhang, Guanjun
N1 - Publisher Copyright:
© 2024 Elsevier Ltd
PY - 2024/2/28
Y1 - 2024/2/28
N2 - Time-frequency domain reflectometry is a highly sensitive method to locate cable defect. However, locating a potential defect far from the cable head may be less accurate because of the signal amplitude attenuation and the interference parts. To solve the problem, this paper proposes an accuracy improvement method based on instantaneous filtering in time-frequency domain. The method extracts the frequency spectrum of the time-frequency signal, and then filters the spectrum and reconstructs the signal based on the difference between the signal and interference spectra, which can eliminate the interference and improve the location accuracy. In simulation, the location error of this method improves from 5.47 % to 0.57 %. In experiment, the proposed method reduces the location errors and magnifies the location peaks of the breakage defect, thermal aging defect, and ground faults. For the defects studied in this paper, the method improves the defect location accuracy and defect amplitude detectability of TFDR.
AB - Time-frequency domain reflectometry is a highly sensitive method to locate cable defect. However, locating a potential defect far from the cable head may be less accurate because of the signal amplitude attenuation and the interference parts. To solve the problem, this paper proposes an accuracy improvement method based on instantaneous filtering in time-frequency domain. The method extracts the frequency spectrum of the time-frequency signal, and then filters the spectrum and reconstructs the signal based on the difference between the signal and interference spectra, which can eliminate the interference and improve the location accuracy. In simulation, the location error of this method improves from 5.47 % to 0.57 %. In experiment, the proposed method reduces the location errors and magnifies the location peaks of the breakage defect, thermal aging defect, and ground faults. For the defects studied in this paper, the method improves the defect location accuracy and defect amplitude detectability of TFDR.
KW - Accuracy improvement
KW - Cable defect location
KW - Instantaneous filtering
KW - Time-frequency domain reflectometry
UR - https://www.scopus.com/pages/publications/85183038194
U2 - 10.1016/j.measurement.2024.114178
DO - 10.1016/j.measurement.2024.114178
M3 - 文章
AN - SCOPUS:85183038194
SN - 0263-2241
VL - 226
JO - Measurement: Journal of the International Measurement Confederation
JF - Measurement: Journal of the International Measurement Confederation
M1 - 114178
ER -