Edge-Computing-Oriented Lightweight State of Charge Estimation Method for Energy Storage Batteries
A gate-aware pruning strategy is developed to evaluate hidden-unit importance by jointly considering gate weights and gradient sensitivity, enabling structural compression while preserving critical temporal information and substantially improving computational efficiency.
Wen-Qiang Huang, Ting He, Wen-Long Zhu
· Journal of the Electrochemic... · 0 citations