Estimating State of Charge for xEV batteries using 1D Convolutional Neural Networks and Transfer Learning

Arnab Bhattacharjee, Ashu Verma, Sukumar Mishra +1

In this paper we propose a one-dimensional convolutional neural network (CNN)-based state of charge estimation algorithm for electric vehicles. The CNN is trained using two publicl…