A novel fireworks factor and improved elite strategy based on back propagation neural networks for state-of-charge estimation of lithium-ion batteries.
(2021)
Journal Article
CHEN, X., WANG, S., XIE, Y., FERNANDEZ, C. and FAN, Y. 2021. A novel fireworks factor and improved elite strategy based on back propagation neural networks for state-of-charge estimation of lithium-ion batteries. International journal of electrochemical science [online], 16(9), article 210948. Available from: https://doi.org/10.20964/2021.08.07
The state of charge (SOC) of Lithium-ion battery is one of the key parameters of the battery management system. In the SOC estimation algorithm, the Back Propagation (BP) neural network algorithm is easy to converge to the local optimal solution, whi... Read More about A novel fireworks factor and improved elite strategy based on back propagation neural networks for state-of-charge estimation of lithium-ion batteries..