Managing Change in Energy Consumption in Electric Vehicles by Prediction Modelling and A Comparative Assessment of its Potential for Power Saving in India
Year: 2024
Type: article
Abstract: The demand for electric vehicles (EVs) is on the rise in all markets, and knowing how much energy the cars consume, EVs can save money and help achieve sustainability goals. The data collected is from Colorado, USA. To predict energy consumption, we use different predictive models based on past data including charging patterns and energy demand.From a global viewpoint, the energy consumption patterns in Colorado are compared with those of an Indian state with similar socio-economic conditions. We also project the energy savings in India that can be realized by employing this optimal EV energy consumption methodology based on our findings. Building on these results, the key insights provided by this research regarding EV energy dynamics could feed into policy and strategic initiatives aimed at increasing efficiency within transport from an energy-in-use perspective. This research uses predictive analytics to reduce energy consumption and push sustainable development in India and around the globe.
Authors: Sunil Sharma, Usha Kumari Bhumij
Language: English
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6949419772
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