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Prediction of remaining service life of lithium battery based on VMD-MC-BiLSTM

The growing popularity of battery-powered products, such as electric vehicles and wearable devices, has increasingly motivated the need to predict the remaining life of lithium-based batteries. This study proposes a method for predicting the remaining life of lithium-based batteries based on a hybri...

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Autori principali: Meng Guangxiong, Liang Zhongnan, Mou Zhongyi
Natura: Artigo
Lingua:Inglês
Pubblicazione: Frontiers Media S.A. 2024-12-01
Serie:Frontiers in Energy Research
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Accesso online:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1459027/full
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