Online state of charge estimation for lithium-ion batteries using improved fuzzy C-means sparrow backpropagation algorithm.
(2025)
Journal Article
HAI, N., WANG, S., CAO, W., BLAABJERG, F. and FERNANDEZ, C. 2025. Online state of charge estimation for lithium-ion batteries using improved fuzzy C-means sparrow backpropagation algorithm. Journal of energy storage [online], 119, article 116351. Available from: https://doi.org/10.1016/j.est.2025.116351
With the rapid development of new energy vehicles (EVs), cloud-based management of the lithium-ion batteries (LIBs) state of charge (SOC) has become the technological mainstream under increasing intelligence. However, SOC is highly sensitive to the m... Read More about Online state of charge estimation for lithium-ion batteries using improved fuzzy C-means sparrow backpropagation algorithm..