The comparison of RBF NN and BPNN for SOC estimation of LiFePO4 battery

Deep learning with Hyperparameter optimisation for SOC estimation of LFP cells

“…SOC estimation with adaptive wavelet neural networks was performed for NMC batteries with a simple discharge profile was conducted by Zhou et al [2]. The possibility of implementing backpropagation neural networks (BPNN) on LFP was studied by Pirmadusi et al [3]. Research on deep belief networks (DBNs) with support vector machines (SVMs) was presented by Li et al [4].…”