Improved back-propagation neural network-multi-information gain optimization Kalman filter method for high-precision estimation of state-of-energy in lithium-ion batteries.
(2025)
Journal Article
SHI, H., WU, Q., WANG, S., CAO, W., LI, Y., FERNANDEZ, C. and HUANG, Q. 2025. Improved back-propagation neural network-multi-information gain optimization Kalman filter method for high-precision estimation of state-of-energy in lithium-ion batteries. Energy [online], In Press. Available from: https://doi.org/10.1016/j.energy.2025.138214
The accurate estimation of the state-of-energy (SOE) is crucial for extending battery life and improving the performance of electric vehicles. To address the issue of low estimation accuracy of SOE in lithium-ion batteries, a back-propagation neural... Read More about Improved back-propagation neural network-multi-information gain optimization Kalman filter method for high-precision estimation of state-of-energy in lithium-ion batteries..