2 citations · 3 across the 7 of their papers we have counts for
Showing math.OCShow all
3 papers · 1 filter
math.OC2025
Explicit Ensemble Learning Surrogate for Joint Chance-Constrained Optimal Power Flow
Amir Bahador Javadi, Amin Kargarian
The increasing penetration of renewable generation introduces uncertainty into power systems, challenging traditional deterministic optimization methods. Chance-constrained optimiz…
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…
math.OC2022★ 1 cited
Flood-aware Optimal Power Flow for Proactive Day-ahead Transmission Substation Hardening
Mohadese Movahednia, Amin Kargarian
Power system components, particularly electrical substations, may be severely damaged due to flooding, resulting in prolonged power outages and resilience degradation. This problem…