A PSO-Based Fuzzy-Controlled Searching for the Optimal Charge Pattern of Li-Ion Batteries

This paper proposes a searching strategy based on particle swarm optimization, combined with a fuzzy-deduced fitness evaluator (FDFE), to find the optimal multistage charging pattern that delivers the most discharged capacity within the shortest charging time (CT). The objective function of the opti...

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Veröffentlicht in:	IEEE transactions on industrial electronics (1982) 2015-05, Vol.62 (5), p.2983-2993
Hauptverfasser:	Wang, Shun-Chung, Liu, Yi-Hua
Format:	Artikel
Sprache:	eng
Schlagworte:	Batteries Chemicals Constant current-constant voltage (CC-CV) Discharges (electric) fuzzy control Linear programming Lithium-ion battery Mathematical model multistage charge pattern Optimization particle swarm optimization (PSO) Search problems
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