In addition, the SOC estimation obtained by this technique is highly dependent on the quality of input initial conditions. Another commonly used approach for the estimation of battery SOC is the voltage-based method [5], where the value of SOC is determined based on a voltage-SOC lookup table...
The SOC of the energy storage device is obtained through the constructed energy storage device status lookup table. It can be seen that reasonable processing of the input parameters of the model helps to improve the training effectiveness of the neural network model. To capture the information in...