Long and short term fault prediction using the VToMe-BiGRU algorithm for electric drive systems

Abstract With the rapid development of new energy vehicle technology, electric drive systems play a crucial role in the modern automotive industry. Ensuring the efficient and stable operation as well as reliability of electric drive systems has become a critical task. In order to prevent serious fau...

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Bibliographic Details
Main Authors: Lihui Zheng, Xu Fan, Zongshan Kang, Xinjun Jin, Wenchao Zheng, Xiaofen Fang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-07546-w
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