Classification of Partial Discharge in Vehicle-Mounted Cable Termination of High-Speed Electric Multiple Unit: A Machine Learning-Based Approach

Classification of Partial Discharge in Vehicle-Mounted Cable Termination of High-Speed Electric Multiple Unit: A Machine Learning-Based Approach

This paper presents a machine learning-based approach to identify and separate partial discharge (PD) and two typical pulse interference (PI) signals in the vehicle-mounted cable terminations of high-speed electric multiple units (EMUs). First, a test platform was established to capture PD and two t...

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Bibliographic Details
Main Authors: Yanhua Yang, Jiali Li, Zhenbao Chen, Yong-Chao Liu, Kui Chen, Kai Liu, Dong-Li Xin, Guoqiang Gao, Guangning Wu
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Electronics
Subjects:
high-speed electric multiple units
vehicle-mounted cable termination
partial discharge
machine learning
Online Access:https://www.mdpi.com/2079-9292/13/3/495

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https://www.mdpi.com/2079-9292/13/3/495

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