Adaptive Robust Network-Constrained AC Unit Commitment

作者：Amjady Nima; Dehghan Shahab; Attarha Ahmad; Conejo Antonio J

来源：IEEE Transactions on Power Systems, 2017, 32(1): 672-683.

DOI：10.1109/TPWRS.2016.2562141

• AC network modeling
• convexification
• decomposition algorithm
• robust optimization (RO)
• unit commitment (UC)
• wind power production

This paper presents an adaptive robust network-constrained AC unit commitment (AC-UC) model. This model is formulated as a min-max-min optimization problem, which allows representing the uncertain nature of wind power productions in terms of bounded intervals. A tri-level decomposition algorithm using primal and dual cutting planes is introduced to solve this AC-UC problem and to find a robust commitment schedule withstanding the worst realizations of uncertain wind power. To reduce the computation burden and to obtain a tractable formulation, the AC power flow equations are convexified using a Signomial transformation. The proposed AC-UC model is illustrated using the IEEE 24-bus reliability test system. Simulation results demonstrate the efficiency of the proposed approach.

• 出版日期2017-1