146 citations · 149 across the 7 of their papers we have counts for
3 papers · 1 filter
GPU-Resident Sparse Direct Linear Solvers for Alternating Current Optimal Power Flow Analysis
Kasia Świrydowicz, Nicholson Koukpaizan, Tobias Ribizel +4
Integrating renewable resources within the transmission grid at a wide scale poses significant challenges for economic dispatch as it requires analysis with more optimization param…
Power Grid Behavioral Patterns and Risks of Generalization in Applied Machine Learning
Shimiao Li, Jan Drgona, Shrirang Abhyankar +1
Recent years have seen a rich literature of data-driven approaches designed for power grid applications. However, insufficient consideration of domain knowledge can impose a high r…
Towards Efficient Alternating Current Optimal Power Flow Analysis on Graphical Processing Units
Kasia Swirydowicz, Nicholson Koukpaizan, Shrirang Abhyankar +1
We present a solution of sparse alternating current optimal power flow (ACOPF) analysis on graphical processing unit (GPU). In particular, we discuss the performance bottlenecks an…