A Hyperparameter-Tuned LSTM Technique-Based Battery Remaining Useful Life Estimation Considering Incremental Capacity Curves

In recent years, battery degradation has become a critical concern in various industries, including electric vehicles, renewable energy systems, and portable electronics. To address this issue, data-driven techniques have emerged as a promising approach for lithium-ion battery (LIB) degradation anal...

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Autors principals:	K. Dhananjay Rao, A. Ramakrishna, M. Ramesh, Pallanti Koushik, Subhojit Dawn, P. Pavani, Taha Selim Ustun, Umit Cali
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2024-01-01
Col·lecció:	IEEE Access
Matèries:	Incremental capacity curves remaining useful life battery degradation hyperparameter tuned LSTM
Accés en línia:	https://ieeexplore.ieee.org/document/10654267/
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