AI Model: Reinforcement Learning

Using reinforcement learning, our model optimizes EV charging station placement based on demand forecasts, grid constraints, and traffic data.

Key Insights

High-density Areas

Need more Superchargers for rapid charging solutions.

Traffic Analysis

Traffic bottlenecks significantly impact optimal station placement.

Residential Solutions

Regular chargers complement home charging infrastructure.