no code implementations • 8 Nov 2023 • Meiyi Li, Javad Mohammadi
The evolution towards a more distributed and interconnected grid necessitates large-scale decision-making within strict temporal constraints.
no code implementations • 27 Oct 2023 • Meiyi Li, Javad Mohammadi
Amid the increasing interest in the deployment of Distributed Energy Resources (DERs), the Virtual Power Plant (VPP) has emerged as a pivotal tool for aggregating diverse DERs and facilitating their participation in wholesale energy markets.
no code implementations • 22 Aug 2022 • Meiyi Li, Soheil Kolouri, Javad Mohammadi
We demonstrate the performance of our proposed method in quadratic programming in the context of the optimal power dispatch (critical to the resiliency of our electric grid) and a constrained non-convex optimization in the context of image registration problems.
no code implementations • 11 Jul 2022 • Meiyi Li, Yuhan Du, Javad Mohammadi, Constance Crozier, Kyri Baker, Soummya Kar
Linear approximations of the AC power flow equations are of great significance for the computational efficiency of large-scale optimal power flow (OPF) problems.
no code implementations • 12 Feb 2022 • Meiyi Li, Javad Mohammadi, Soummya Kar
Agent-based solutions lend themselves well to address privacy concerns and the computational scalability needs of future distributed electric grids and end-use energy exchanges.
no code implementations • 8 Feb 2022 • Xinran Liu, Yuzhe Lu, Ali Abbasi, Meiyi Li, Javad Mohammadi, Soheil Kolouri
In addition, we propose two alternative approaches for learning such parametric functions, with and without a solver in the LOOP.
no code implementations • 15 Sep 2021 • Meiyi Li, Wentao Huang, Nengling Tai, Dongliang Duan
With the increasing impact of low inertia due to the high penetration of distributed generation, virtual synchronous generator (VSG) technology has been proposed to improve the stability of the inverter-interfaced distributed generator by providing "virtual inertia".