Research is being conducted on the adoption of electric vehicles, with a focus on classifying adopters and forecasting progress towards full adoption. Studies are exploring the technologies and infrastructure implications of alternative-fuel vehicles, including the use of ai-driven methodologies to create digital twins of residential electric vehicle infrastructure. The goal of this research appears to be a better understanding of the factors involved in the adoption of electric vehicles and the planning of supporting infrastructure.