Multi-Agent Q-Learning for Minimizing Demand-Supply Power Deficit in Microgrids

Understand

We consider the problem of minimizing the difference in the demand and the supply of power using microgrids.

• We setup multiple microgrids, that provide electricity to a village.
• They have access to the batteries that can store renewable power and also the electrical lines from the main grid.
• During each time period, these microgrids need to take decision on the amount of renewable power to be used from the batteries as well as the amount of power needed from the main grid.