no code implementations • 9 Feb 2024 • Thuan Pham, Xingpeng Li
Case studies prove the proposed AHGNN and the associated N-1 ROPF are highly effective in reducing computation time while preserving solution quality, highlighting the promising potential of ML, particularly GNN in enhancing power system operations.
no code implementations • 27 Jun 2022 • Thuan Pham, Xingpeng Li
It is concluded that the application of GNN for ROPF is able to reduce computing time while retaining solution quality.
no code implementations • 15 Dec 2021 • Thuan Pham, Xingpeng Li
The DC power flow model is a popular linear power flow model that is widely used in the power industry.
