14 citations · 28 across the 22 of their papers we have counts for
4 papers · 1 filter
Convex Relaxations in Power System Optimization: A Brief Introduction
Carleton Coffrin, Line Roald
Convex relaxations of the AC power flow equations have attracted significant interest in the power systems research community in recent years. The following collection of video lec…
Chance-Constrained Optimization for Non-Linear Network Flow Problems
Tillmann Weisser, Line Roald, Sidhant Misra
Many engineered systems, such as energy and transportation infrastructures, are networks governed by non-linear physical laws. A primary challenge for operators of these networks i…
Learning for Constrained Optimization: Identifying Optimal Active Constraint Sets
Sidhant Misra, Line Roald, Yeesian Ng
In many engineered systems, optimization is used for decision making at time-scales ranging from real-time operation to long-term planning. This process often involves solving simi…
Statistical Learning For DC Optimal Power Flow
Yeesian Ng, Sidhant Misra, Line A. Roald +1
The optimal power flow problem plays an important role in the market clearing and operation of electric power systems. However, with increasing uncertainty from renewable energy op…