5 citations · 8 across the 2 of their papers we have counts for
2 papers
eess.SP2020★ 3 cited
State-of-charge Estimation of a Li-ion Battery using Deep Learning and Stochastic Optimization
Alexandre Barbosa de Lima, Maurício B. C. Salles, José Roberto Cardoso
This article presents a novel empirical study for the estimation of the State of Charge (SOC) of a lithium-ion (Li-ion) battery which uses a deep learning model with three hidden l…
eess.SP2020★ 5 cited
State-of-Charge Estimation of a Li-Ion Battery using Deep Forward Neural Networks
Alexandre Barbosa de Lima, Maurício B. C. Salles, José Roberto Cardoso
This article presents two Deep Forward Networks with two and four hidden layers, respectively, that model the drive cycle of a Panasonic 18650PF lithium-ion (Li-ion) battery at a g…