State-of-charge estimation for battery management system using optimized support vector machine for regression

Journal of Power Sources

Volumn 269, Issue , 2014, Pages 682-693

  Hu, J N ^a   Hu, J J ^b   Lin, H B ^a   Li, X P ^a   Jiang, C L ^a   Qiu, X H ^a   Li, W S ^a  

^a SOUTH CHINA NORMAL UNIVERSITY   (China)

^b SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Battery management system; Double step search; Driving conditions; Electric vehicle; State of charge; Support vector machine for regression

Indexed keywords

BATTERY MANAGEMENT SYSTEMS; CHARGING (BATTERIES); ELECTRIC VEHICLES; ESTIMATION; NEURAL NETWORKS; REGRESSION ANALYSIS; SUPPORT VECTOR MACHINES;

DOUBLE SEARCHES; DOUBLE-STEP; DRIVING CONDITIONS; EXTERNAL FACTORS; ROAD CONDITION; SOC ESTIMATIONS; STATE OF CHARGE; STATE-OF-CHARGE ESTIMATION;

SECONDARY BATTERIES;

EID: 84905046917     PISSN: 03787753     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jpowsour.2014.07.016     Document Type: Article

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