Analysis of Efficiency in Electric Vehicles

Abstract

The article examines the efficiency of the electric vehicles. Most of the people in our country use the vehicles that run with fuel. The major drawback of using such vehicles is that they are not energy efficient. Using the vehicles that run with fuels causes air pollution which is not environmental friendly. By using electric vehicles we can overcome the drawback, that is electric vehicles are energy efficient and they do not pollute the atmosphere. The efficiency of electric vehicles such as car is calculated by considering the different attributes such as lifetime of the battery, number of seats, speed. These attributes are considered and different machine algorithms such as Logistic Regression, Decision Tree Regression, Random Forest Regression, Support Vector Machine, Linear Regression, Polynomial Regression and Artificial Neural Network (ANN) are applied and the results are compared.