As electric vehicles (EV) drive up electricity demand, charging habits are becoming central to power grid planning. When left unmanaged, home charging tends to bundle together, dangerously intensifying evening peak hours. Meanwhile, commercial fast-charging hubs drop sudden, massive demands onto the grid, in