Search Results for author: Amin Kargarian

Found 3 papers, 0 papers with code

Accelerating L-shaped Two-stage Stochastic SCUC with Learning Integrated Benders Decomposition

no code implementations17 Nov 2023 Fouad Hasan, Amin Kargarian

Useful cuts are iteratively added to the master problem, and non-useful cuts are discarded to reduce the computational burden of each Benders iteration.

regression

Optimal Power Flow Solutions via Noise-Resilient Quantum-Inspired Interior-Point Methods

no code implementations4 Nov 2023 Farshad Amani, Amin Kargarian

The efficacy of the proposed quantum IPM variants is studied through comprehensive simulations and error analyses on 3-bus, 5-bus, 118-bus, and 300-bus systems, highlighting their potential and promise in addressing challenging OPF scenarios.

Hybrid Learning Aided Inactive Constraints Filtering Algorithm to Enhance AC OPF Solution Time

no code implementations2 Jun 2020 Fouad Hasan, Amin Kargarian, Javad Mohammadi

Numerical results on several test systems show the effectiveness of the proposed algorithm for predicting active and inactive constraints and constructing a truncated AC OPF.

regression

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