Battery Health-Informed and Policy-Aware Deep Reinforcement Learning for EV-Facilitated Distribution Grid Optimal Policy

Imagine a city full of electric cars whose batteries can act like tiny power plants. This research designs a smart "traffic controller" that decides when each car should charge from the grid or feed power back, in a way that keeps the grid stable, follows regulations, and avoids wearing out the car batteries too quickly.