This paper presents a model for predicting the energy consumption of a 2017 Chevy Bolt electric vehicle. The model is validated using more than 100 measured drive cycles covering in excess of 6,000 miles of driving and temperatures from 15 to 90 ⁰F. The mechanical road load acting on the vehicle is calculated via ABC parameters from the publicly available US Environmental Protection Agency (EPA) Annual Certification Data database. The vehicle model includes wheel diameter, gear ratio, rated electric machine torque and power, 12V accessory load based off measurements, measured electric machine efficiency obtained from a publication from General Motors, modelled inverter efficiency, assumed gearbox efficiency, and a battery model. To ensure accuracy under real-world conditions, road grade, temperature effects, and heating and cooling energy are included as well. The model predicts a 0 to 60mph acceleration of the vehicle of 6.6 seconds, just 0.1 seconds greater than the rated value. The