fig2

Towards reliable energy storage: a review of machine learning-driven SOH estimation for electrochemical energy storage systems

Figure 2. The general flow of SOH estimation. RNN: Recurrent neural network; GRU: gated recurrent unit-squeeze; BiSTM: bidirectional long short-term memory; CNN: convolutional neural network; empirical mode decomposition; GPR: Gaussian process regression; SOH: state-of-health.