Crowd sourced smart EV charging station network using ML

Electric vehicle owners face the problem of having limited charging station options. Individual stations near households can act as a viable solution to solve this problem. A forecasting model which effectively predict power consumption will help get clear view how much energy produce.With intent, paper proposes an Internet Things (IoT) based network that acts platform provide electric vehicles and on ARIMA whose learners are fitted subsets with optimum parameters increase overall performance sales prediction. The proposed predicted for 7 stations, average MAPE, RMSE R 2 values 12.88%, 5.67, 0.79 respectively.