Optimal charging of Li-ion batteries using sparse identification of nonlinear dynamics

Optimal charging of Li-ion batteries requires careful management of charge rates, as high rates can lead to accelerated degradation, while low rates significantly extend charging times. Traditional methods for determining charge rates often rely on rule-based approaches, which typically fail to effe...

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Vydáno v:	Chemical engineering journal (Lausanne, Switzerland : 1996) Ročník 499; s. 155015
Hlavní autoři:	Bhadriraju, Bhavana, Lee, Jooyoung, Pahari, Silabrata, Yu, Choongho, Khan, Faisal, Kwon, Joseph Sang-Il
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.11.2024
Témata:	Battery degradation Charge optimization Charge time Li-ion battery Mixed-integer quadratic programming (MIQP) Remaining lifetime Sparse modeling Charge time Sparse modeling Li-ion battery Charge optimization Battery degradation Remaining lifetime Mixed-integer quadratic programming (MIQP)
ISSN:	1385-8947
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