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• W4323025771 abstract "Security-constrained unit commitment (SCUC) is a fundamental problem in power systems and electricity markets. However, SCUC could be hard to solve due to the highly complicated security constraints which often result in numerical difficulties. In this paper, we develop an efficient method to identify the redundant security constraints as a preprocessing procedure. Different from the conventional redundancy detection methods which treat problem parameters as fixed, our proposed method considers the uncertainty of the GSDF parameters leveraging the theory of robust optimization. In principle, our detection procedure aims to locate the security constraints which remain redundant even if the parameters might be inaccurate and thus reinforces the robustness compared to the conventional methods. To enhance efficiency, we further show that under mild conditions a simple greedy method is sufficient to identify redundancy even in the presence of uncertainty. Numerical results on the IEEE 118-node test system verify the validity and robustness of our method." @default.
• W4323025771 created "2023-03-04" @default.
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• W4323025771 date "2023-01-01" @default.
• W4323025771 modified "2023-09-26" @default.
• W4323025771 title "Identification of Redundant Security Constraints in Robust SCUC Problems" @default.
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• W4323025771 doi "https://doi.org/10.1007/978-981-99-0063-3_11" @default.
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