Data Analysis and Energy Consumption Characteristics of EV with Real Driving Cycles

Energy consumption plays an important role in determining the efficiency of electric vehicles. This research aims to collect the data of the vehicle and classify features based on driving situations to study the parameters of Indian roads. The transient drive cycles further help in computing the energy consumption by a particular vehicle at an instance of time. The energy consumption at every instance of time is calculated by calculating different features as motor torque, motor speed, Battery SOC, and battery current which further helps in determining the issue in the efficiency of electric vehicles.