Big Data-Based Early Fault Warning of Batteries Combining Short-Text Mining and Grey Correlation

Big Data-Based Early Fault Warning of Batteries Combining Short-Text Mining and Grey Correlation

Considering the battery-failure-induced catastrophic events reported frequently, the early fault warning of batteries is essential to the safety of electric vehicles (EVs). Motivated by this, a novel data-driven method for early-stage battery-fault warning is proposed in this paper by the fusion of...

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Bibliographic Details
Main Authors: Jinrui Nan, Bo Deng, Wanke Cao, Jianjun Hu, Yuhua Chang, Yili Cai, Zhiwei Zhong
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Energies
Subjects:
short-text mining
grey correlation
early fault warning
electric bus
big data
Online Access:https://www.mdpi.com/1996-1073/15/15/5333

Internet

https://www.mdpi.com/1996-1073/15/15/5333

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