ISA transactions
Deep-PCA and MSPCA based fault diagnosis of high-speed train traction systems under missing data conditions.
Yunkai Wu, Yu Tian, Yang Zhou, Xiangqian Liu
Published: 202510.1016/j.isatra.2025.10.051
Abstract
The high-speed train power traction system operates for extended periods of time in complex environments with high temperatures and vibrations, making the system susceptible to various types of incipient faults. In addition, coupled with missing sens…
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