An ongoing data-driven geospatial optimization pipeline to balance coverage and spatial equity in Berlin's EV charging infrastructure.

Public Electric Vehicle (EV) charging infrastructure is largely demand-driven, reinforcing spatial inequities. This creates a "chicken-and-egg" problem, where a lack of infrastructure suppresses EV adoption in underserved areas, justifying continued underinvestment.
Reduced inequality by 13% and improved access in underserved districts by up to 21%.
An ongoing data-driven geospatial optimization pipeline to balance coverage and spatial equity in Berlin's EV charging infrastructure.

Public Electric Vehicle (EV) charging infrastructure is largely demand-driven, reinforcing spatial inequities. This creates a "chicken-and-egg" problem, where a lack of infrastructure suppresses EV adoption in underserved areas, justifying continued underinvestment.
Reduced inequality by 13% and improved access in underserved districts by up to 21%.