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math.OC2023
Unit Commitment Predictor With a Performance Guarantee: A Support Vector Machine Classifier
Farzaneh Pourahmadi, Jalal Kazempour
The system operators usually need to solve large-scale unit commitment problems within limited time frame for computation. This paper provides a pragmatic solution, showing how by…
math.OC2022
Approximate dynamic programming for profit estimation of connected hydro reservoirs
Farzaneh Pourahmadi, Trine Krogh Boomsma
In this paper, we study the operational problem of connected hydro power reservoirs which involves sequential decision-making in an uncertain and dynamic environment. The problem i…