Temporal Decomposition for Security-Constrained Unit Commitment
This paper proposes a temporal decomposition strategy to reduce the computation time of security-constrained unit commitment (SCUC). The novelty of this paper is twofold. The scheduling horizon is decomposed into multiple subhorizons. The concept of coupling intervals is introduced, and a set of auxiliary counting variables and logical expressions along with their equivalent linear models are formulated to handle intertemporal ramp constraints and minimum on/off times between consecutive subhorizons. An accelerated analytical target cascading (A-ATC) algorithm is developed to coordinate SCUC subproblems and find the optimal solution for the whole operation horizon in a distributed manner. An initialization strategy is presented to enhance the convergence performance of A-ATC. The proposed algorithm is tested on four test systems.
Publication Source (Journal or Book title)
IEEE Transactions on Power Systems
Safdarian, F., Mohammadi, A., & Kargarian, A. (2020). Temporal Decomposition for Security-Constrained Unit Commitment. IEEE Transactions on Power Systems, 35 (3), 1834-1845. https://doi.org/10.1109/TPWRS.2019.2947410