no code implementations • 16 Mar 2023 • Rayan El Helou, Ali Menati, Le Xie
Demand flexibility plays a pivotal role in modern power systems with high penetration of variable energy resources.
no code implementations • 13 Mar 2023 • Ali Menati, Yuting Cai, Rayan El Helou, Chao Tian, Le Xie
One of the most significant bottlenecks for the scalable deployment of such computation is its energy demand.
no code implementations • 6 Jul 2022 • Ali Menati, Kiyeob Lee, Le Xie
We perform our simulations using a synthetic 2000 bus ERCOT grid model, along with added cryptocurrency mining loads on top of the real-world demand profiles in Texas.
1 code implementation • 1 Jun 2022 • Dongqi Wu, Xiangtian Zheng, Ali Menati, Lane Smith, Bainan Xia, Yixing Xu, Chanan Singh, Le Xie
The February 2021 Texas winter power outage has led to hundreds of deaths and billions of dollars in economic losses, largely due to the generation failure and record-breaking electric demand.
no code implementations • 24 May 2022 • Ali Menati, Sid Chi-Kin Chau, Minghua Chen
In this paper, we exploit the structure of information in the prediction window to design a novel prediction-aware online algorithm for energy generation scheduling in microgrids.
no code implementations • 25 Nov 2021 • Ali Menati, Le Xie
It also conducts a preliminary study on using energy storage and load rationing to mitigate rotating blackout's adverse impact on the grid.