Fault Distance Estimation of Coal-Mine Pulling Cables by Steady-State Electrical Measurements
The pulling cables employed in coal mines serve as power supply lines for electromechanical equipment. However, due to complex electromagnetic couplings among multiple conductors, it is difficult to locate faults in coal-mine pulling cables (CMPCs) based on existing circuit models and methods for ordinary ones. In this paper, a fault distance estimation method is proposed for CMPCs. Aiming at multi-conductor structure and parameters, the lump-parameter equivalent circuit models for analyzing electric quantities along the CMPC in both normal and fault conditions are constructed considering electromagnetic couplings among multiple conductors. The steady-state voltage and current at the fault point are then derived to create fault distance and resistance estimation functions. Finally, the experiment model of CMPCs is established by RTDS. Experiment results demonstrate that the voltage and current computational errors based on the constructed model does not exceed 0.5V and 0.5A, respectively. The maximum fault distance estimation error is lower than 13m with various fault conditions, measurement errors and noise interferences.
Authors
- Nan Peng (ORCID: https://orcid.org/0000-0003-1645-4480)
- Rui Liang (ORCID: https://orcid.org/0000-0002-5095-9637)
- Zhuang Xie
- Mengran Du (ORCID: https://orcid.org/0000-0001-8862-5256)
- Peng Zhang (ORCID: https://orcid.org/0000-0002-2552-0761)
- Wei Zhang (ORCID: https://orcid.org/0009-0001-9034-8101)
- Wei Wang (ORCID: https://orcid.org/0000-0003-2912-1669)
Institutions
- Shandong University of Technology (CN)
- China University of Mining and Technology (CN)
Publication Details
- Journal
- IEEE Transactions on Instrumentation and Measurement
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1109/tim.2025.3580875
- Primary Topic
- Machine Fault Diagnosis Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China