BibTeX
@MISC{Yu_automatedenergy,
author = {John Yu and Michael Chun},
title = {Automated Energy Distribution In Smart Grids},
year = {}
}
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Abstract
We design and implement a software controller that can distribute energy in a power grid. First, locally-weighted regression is performed on past data to learn and predict the energy demand. Then, reinforcement learning is applied to determine how to distribute power given some state. We demonstrate that our software, in conjunction with smart grids and network communication systems, can automatically and efficiently manage the power grid. 1
