Absolutely! Picture a city map lit like a giant solar-powered mosaic. We start by mapping every rooftop’s sun exposure, then feed that data into a simple linear‑programming model that tells us the best mix of panels and battery storage for each neighborhood. The trick is to add a fairness constraint—make sure the net energy surplus per capita stays equal across districts. That way the grid is not just efficient but also equitable. And hey, if it looks too fancy, we can always simplify the math into a few easy rules for city planners to follow, so the benefits truly shine for everyone.

You’re right, the streets matter too—no one wants a latte‑draining grid that leaves the corner cafe black. We can tweak the model to include a “traffic‑weight” factor: give priority to nodes that sit on rush‑hour routes and coffee‑shop clusters. The algorithm stays awake, scheduling fast‑charge points where commuters are already passing by, and it pulls in street‑lamp nodes for that extra backup. So the math stays sharp, the sidewalks stay patch‑free, and the morning espresso runs smooth. Let's keep the grid humming while we keep the city moving.