1 code implementation • 8 Mar 2022 • Xiangyu Zhang, Abinet Tesfaye Eseye, Bernard Knueven, Weijia Liu, Matthew Reynolds, Wesley Jones
This paper focuses on the critical load restoration problem in distribution systems following major outages.
no code implementations • 8 Nov 2021 • David J. Biagioni, Xiangyu Zhang, Peter Graf, Devon Sigler, Wesley Jones
We demonstrate that optimal control for this problem is challenging, requiring more than 8-hour lookahead for MPC with perfect forecasting to attain the minimum cost.
no code implementations • 13 Apr 2020 • Eric B. Jones, Peter Graf, Eliot Kapit, Wesley Jones
The Markov decision process is the mathematical formalization underlying the modern field of reinforcement learning when transition and reward functions are unknown.