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2019 AEIT International Conference of Electrical and Electronic Technologies for Automotive, AEIT AUTOMOTIVE 2019(1)
2019 IEEE Vehicle Power and Propulsion Conference, VPPC 2019 - Proceedings(1)
IEEE Latin America Transactions(1)
Continual Refoircement Learning Using Real-World Data for Intelligent Pbkp_rediction of SOC Consumption in Electric Vehicles
ArticleAbstract: The accelerated migration towards electric vehicles (EV) presents several problems to solve. The maiPalabras claves:Electric vehicles (EV), Meta-experience replay (MER, Neural networks (NN), principal component analysis (PCA), Reinforcementlearning (RL), State of Charge (SOC)Autores:Angel R. Cardenas, Diego R. Cabrera, German P. Ayabaca, Juan Paul Ortiz, Juan ValladolidFuentes:scopusLithium-ion SOC optimizer consumption using accelerated particle swarm optimization and temperature criterion
Conference ObjectAbstract: Battery has a fundamental role in energy storage systems for hybrid electric vehicles (HEV), plug-inPalabras claves:APSO algortihm, electric vehicle, Li-ion battery, Optimization, State of Charge (SOC)Autores:Felipe A. Berrezueta, Gina Pamela Quirola Novillo, Juan Paul Ortiz, Juan ValladolidFuentes: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