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2019 IEEE Vehicle Power and Propulsion Conference, VPPC 2019 - Proceedings(1)
Electronics (Switzerland)(1)
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A virtual sensor for electric vehicles’ state of charge estimation
ArticleAbstract: The estimation of the state of charge is a critical function in the operation of electric vehicles.Palabras claves:E-mobility, electric vehicle, Estimation, Simulation, Smart sensors, State of Charge, Virtual sensorsAutores:Gajani G.S., Gruosso G., Juan Valladolid, Patino D., Ruiz F.Fuentes:googlescopusState of charge estimation of lifepo4 battery used in electric vehicles using support vector regression, PCA and DP battery model
Conference ObjectAbstract: This paper presents a new methodology for Stateof- Charge (SoC) estimation based on Support Vector RPalabras claves:Electric vehicle (EV), LiFePO4 Battery, Modeling, principal component analysis (PCA), State of Charge (SOC), Support Vector Regression (SVR)Autores:Gajani G.S., Gruosso G., Juan Valladolid, Patino D., Ruiz F.Fuentes:googlescopus