Technical Paper
A percipient analysis of Jaguar IPACE electric vehicle energy consumption using big data analytics
2024-04-09
2024-01-2879
Vehicle efficiency and range, along with the DC charging speed, are the most important criteria for an electric vehicle. The electric vehicle energy consumption is highly impacted by the change in temperature along with the driving style and trip distance of a customer, all other factors being constant. Hence understanding the patterns and impact of different aspects on an EV range & charging speed is crucial in delivering an electric vehicle with robust efficiency across all weather conditions. In this paper we have analysed vehicle parameters of global Jaguar IPACE customer data spread over 12 months. We present and analyse the collated big data of around 50,000 unique vehicles with a data aggregate of well over 450million miles gathered over more than 40 million trips. The analysis indicated a good correlation with 50th to 75th %ile drivers, in moderate ambient conditions, to the EPA label figure.