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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Veröffentlicht in:	Chemical engineering journal (Lausanne, Switzerland : 1996) Jg. 499; S. 155015
Hauptverfasser:	Bhadriraju, Bhavana, Lee, Jooyoung, Pahari, Silabrata, Yu, Choongho, Khan, Faisal, Kwon, Joseph Sang-Il
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.11.2024
Schlagworte:	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
Online-Zugang:	Volltext
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