fig9

Figure 9. Potential research directions for SOC estimation of LIBs. (A) Distributed training; (B) Embedding of physical information; (C) Dynamic neural network integration; (D) Development of standard paradigms. SOC: State of charge; LIB: lithium-ion battery; ML: machine learning.