Estimation of State of Charge of Lithium-Ion Battery Based on LSTM Neural Network
Reasons for Recommending Quality Articles To address the issue of predicting the state of charge (SOC) of lithium-ion batteries, a predictive model based on Long Short-Term Memory (LSTM) Recurrent Neural Networks is constructed. The test results show that incorporating the Dropout regularization method during the model training process can effectively reduce overfitting and enhance the … Read more