A chaos genetic algorithm based extended Kalman filter for the available capacity evaluation of lithium-ion batteries

Lithium-ion batteries are developed rapidly in electric vehicles, whose safety and functional capabilities are influenced greatly by the evaluation of available capacity. Combined with the evolution trend description of state of charge from extended Kalman filter and an adaptive switch mechanism, th...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Electrochimica acta 2018-02, Vol.264, p.400-409
1. Verfasser:	Shen, Yanqing
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Adaptive filters Adaptive switch mechanism Chaos genetic algorithm Computer simulation Electric vehicles Extended Kalman filter Genetic algorithms Innovations Kalman filters Lithium-ion batteries Rechargeable batteries State of charge State space models
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!