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The State of Lithium-Ion Battery Health Prognostics in the CPS Era
April 1, 2024, 4:41 a.m. | Gaurav Shinde, Rohan Mohapatra, Pooja Krishan, Harish Garg, Srikanth Prabhu, Sanchari Das, Mohammad Masum, Saptarshi Sengupta
cs.LG updates on arXiv.org arxiv.org
Abstract: Lithium-ion batteries (Li-ion) have revolutionized energy storage technology, becoming integral to our daily lives by powering a diverse range of devices and applications. Their high energy density, fast power response, recyclability, and mobility advantages have made them the preferred choice for numerous sectors. This paper explores the seamless integration of Prognostics and Health Management within batteries, presenting a multidisciplinary approach that enhances the reliability, safety, and performance of these powerhouses. Remaining useful life (RUL), a …
abstract advantages applications arxiv batteries battery cs.lg daily devices diverse eess.sp energy energy storage health integral lithium lithium-ion batteries mobility power state storage technology them type
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