DeepOPF-AL: Augmented Learning for Solving AC-OPF Problems with Multiple Load-Solution Mappings

no code implementations • 7 Jun 2022 • Xiang Pan, Wanjun Huang, Minghua Chen, Steven H. Low

The existence of multiple load-solution mappings of non-convex AC-OPF problems poses a fundamental challenge to deep neural network (DNN) schemes.

DeepOPF-V: Solving AC-OPF Problems Efficiently

1 code implementation • 22 Mar 2021 • Wanjun Huang, Xiang Pan, Minghua Chen, Steven H. Low

AC optimal power flow (AC-OPF) problems need to be solved more frequently in the future to maintain stable and economic power system operation.

Computational Efficiency