2 papers
math.OC2023
Accelerating L-shaped Two-stage Stochastic SCUC with Learning Integrated Benders Decomposition
Fouad Hasan, Amin Kargarian
Benders decomposition is widely used to solve large mixed-integer problems. This paper takes advantage of machine learning and proposes enhanced variants of Benders decomposition f…
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…