Fig. 5: SOH estimation results compared with different deep learning methods.
From: Multi-modal framework for battery state of health evaluation using open-source electric vehicle data
SOH estimation results based on a 3-modalities framework, b 2-modalities framework, c 1-modality framework, d 3-modalities framework with the convolutional neural network (CNN) structure, e 3-modalities framework with the recurrent neural networks (RNN) structure, f 3-modalities framework with the long-short-term memory network (LSTM) structure, and g 3-modalities framework with the feedforward neural network (FNN)structure. h The error distribution of various methods. Source data are provided as a Source Data file.
