no code implementations • 24 Nov 2023 • Apurv Shukla, Rayan El Helou, Le Xie
The electrification of heavy-duty vehicles (HDEVs) is a rapidly emerging avenue for decarbonization of energy and transportation sectors.
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 • 8 Mar 2022 • Rayan El Helou, S. Sivaranjani, Dileep Kalathil, Andrew Schaper, Le Xie
In fact, we find that as little as 11% of heavy duty vehicles in Texas charging simultaneously can lead to significant voltage violations on the transmission network that compromise grid reliability.
1 code implementation • 6 Mar 2022 • Rayan El Helou, Kiyeob Lee, Dongqi Wu, Le Xie, Srinivas Shakkottai, Vijay Subramanian
This paper presents OpenGridGym, an open-source Python-based package that allows for seamless integration of distribution market simulation with state-of-the-art artificial intelligence (AI) decision-making algorithms.
no code implementations • 3 Aug 2020 • Rayan El Helou, Dileep Kalathil, Le Xie
In this paper, we introduce a new framework to address the problem of voltage regulation in unbalanced distribution grids with deep photovoltaic penetration.