Zhuo-Xi Li

Multimodal fusion dual-path neural network for state of health estimation of lithium-ion batteries using small samples

Accurate state-of-health (SOH) estimation is important for battery management, but practical applications are often constrained by limited aging data and nonstationary operating conditions. This article proposes a multimodal fusion dual-path neural network (MFDPNN) for SOH estimation of lithium-ion batteries under sm...