TY - GEN
T1 - An Improved Algorithm of Cable Fault Diagnosis Considering Signal Attenuation Compensation
AU - Jin, Yan
AU - Hu, Yuxiao
AU - Shi, Chaoqun
AU - He, Guanghua
AU - Qi, Jinlong
AU - Xu, Yang
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2024
Y1 - 2024
N2 - The traveling wave along the long-distance cable system exhibits significant attenuation characteristics in the high-frequency region, resulting in severe peak distortion of positioning curves based on the traditional frequency domain reflection (FDR), especially for the faults which is far from the signal injection end. This phenomenon often leads to misjudgment of cable fault severity. In this paper, the attenuation principle of swept frequency signal along the cable and its influence on the FDR positioning result is analyzed in detail. Based on the traveling wave's attenuation characteristics, to address the above issue, an attenuation compensation function is proposed to improve the FDR algorithm, enabling accurate evaluation of cable's fault severity. Simulation and actual tests on the communication cable and power cable demonstrate that the positioning peaks of the same fault type at the different locations are nearly identical for the optimized FDR positioning curve, with difference less than 3%, which verifies the validation of the improved algorithm.
AB - The traveling wave along the long-distance cable system exhibits significant attenuation characteristics in the high-frequency region, resulting in severe peak distortion of positioning curves based on the traditional frequency domain reflection (FDR), especially for the faults which is far from the signal injection end. This phenomenon often leads to misjudgment of cable fault severity. In this paper, the attenuation principle of swept frequency signal along the cable and its influence on the FDR positioning result is analyzed in detail. Based on the traveling wave's attenuation characteristics, to address the above issue, an attenuation compensation function is proposed to improve the FDR algorithm, enabling accurate evaluation of cable's fault severity. Simulation and actual tests on the communication cable and power cable demonstrate that the positioning peaks of the same fault type at the different locations are nearly identical for the optimized FDR positioning curve, with difference less than 3%, which verifies the validation of the improved algorithm.
KW - cable
KW - fault diagnosis
KW - frequency domain reflectometry
KW - impedance spectrum
KW - signal attenuation compensation
UR - https://www.scopus.com/pages/publications/85202290851
U2 - 10.1109/ICD59037.2024.10613257
DO - 10.1109/ICD59037.2024.10613257
M3 - 会议稿件
AN - SCOPUS:85202290851
T3 - Proceedings of the 2024 IEEE 5th International Conference on Dielectrics, ICD 2024
BT - Proceedings of the 2024 IEEE 5th International Conference on Dielectrics, ICD 2024
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 5th IEEE International Conference on Dielectrics, ICD 2024
Y2 - 30 June 2024 through 4 July 2024
ER -