Search Results for author: K. Max Zhang

Found 2 papers, 1 papers with code

An Open Source Representation for the NYS Electric Grid to Support Power Grid and Market Transition Studies

1 code implementation13 Dec 2021 M. Vivienne Liu, Bo Yuan, Zongjie Wang, Jeffrey A. Sward, K. Max Zhang, C. Lindsay Anderson

Under the increasing need to decarbonize energy systems, there is coupled acceleration in connection of distributed and intermittent renewable resources in power grids.

Generalized Reinforcement Learning for Building Control using Behavioral Cloning

no code implementations31 Mar 2021 Zachary E. Lee, K. Max Zhang

In this paper, we drastically reduce the local computational requirements of advanced building control through a reinforcement learning (RL)-based approach called Behavioral Cloning, which represents the MPC policy as a neural network that can be locally implemented and quickly computed on a low-cost programmable logic controller.

Cloud Computing Model Predictive Control +2

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