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Prediction of the Remaining Useful Life of Lithium-Ion Batteries Based on the 1D CNN-BLSTM Neural Network

Lithium-ion batteries are currently widely employed in a variety of applications. Precise estimation of the remaining useful life (RUL) of lithium-ion batteries holds significant function in intelligent battery management systems (BMS). Therefore, in order to increase the fidelity and stabilization...

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Autors principals: Jianhui Mou, Qingxin Yang, Yi Tang, Yuhui Liu, Junjie Li, Chengcheng Yu
Format: Artigo
Idioma:Inglês
Publicat: MDPI AG 2024-04-01
Col·lecció:Batteries
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Accés en línia:https://www.mdpi.com/2313-0105/10/5/152
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