Novel feedback-Bayesian BP neural network combined with extended Kalman filtering for the battery state-of-charge estimation.
(2021)
Journal Article
ZHANG, Y., WANG, S., XU, W., FERNANDEZ, C. and FAN, Y. 2021. Novel feedback-Bayesian BP neural network combined with extended Kalman filtering for the battery state-of-charge estimation. International journal of electrochemical science [online], 16(6), article ID 210624. Available from: https://doi.org/10.20964/2021.06.40
The state of charge estimation of lithium-ion batteries plays an important role in real-time monitoring and safety. To solve the problem that high non-linearity during real-time estimation of lithium-ion batteries who cause that it is dif... Read More about Novel feedback-Bayesian BP neural network combined with extended Kalman filtering for the battery state-of-charge estimation..