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eess.SY2025
Learning Interior Point Method Central Path Projection for Optimal Power Flow
Farshad Amani, Amin Kargarian, Ramachandran Vaidyanathan
This paper proposes a learning-based approach to accelerate the interior-point method (IPM) for solving optimal power flow (OPF) problems by learning the structure of the IPM centr…
eess.SY2020
Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time
Fouad Hasan, Amin Kargarian, Javad Mohammadi
The Optimal power flow (OPF) problem contains many constraints. However, equality constraints along with a limited set of active inequality constraints encompass sufficient informa…