Shandong Science

   

Cable fault location method based on APO-MVMD-Transformer

SUN Jie1,SUN Yuwei1,HU Guodong2*,YIN Haihai1,JIANG Xuyong1,MA Hongzhong2   

  1. 1. State Grid Nantong Power Supply Company,Nantong 226000,China;2. School of Electrical and Power Engineering,Hohai University,Nanjing 211100,China
  • Received:2024-12-11 Accepted:2025-02-17 Online:2025-09-18
  • Contact: Hu Guodong E-mail:2543085804@qq.com

Abstract: To address the low accuracy and reliability of existing power cable fault–location methods, a new cable fault–location method based on APO–MVMD–Transformer is proposed in this study. The collected cable fault signal is decoupled through phase-mode transformation to obtain the fault traveling wave signal. The arctic puffin optimization (APO) optimized multivariate variational mode decomposition (MVMD) parameters are then used to decompose this traveling wave signal. The Teager energy operator is applied to extract instantaneous energy variations in the high-frequency modal components, allowing the identification of the wavefront arrival times. The sampling points corresponding to these times are then used as feature values to construct a feature dataset, which is further employed to optimize the APO–Transformed-based model. Finally, feature dataset are input into the APO–Transformer-based location model to locate cable faults. Results showed that the proposed model exhibited a coefficient of determination as high as 0.99991, a relative fault-location error within 1%, and a distance error within 100 m, thereby demonstrating high fault location accuracy.

Key words: Fault location, Phase-mode transformation, APO, MVMD, Teager energy, Transformer

CLC Number: 

  • TM247