4.7 Article

A Fast LP-Based Approach for Robust Dynamic Economic Dispatch Problem: A Feasible Region Projection Method

期刊

IEEE TRANSACTIONS ON POWER SYSTEMS
卷 35, 期 5, 页码 4116-4119

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TPWRS.2020.3004058

关键词

Economical dispatch; feasible region projection; Fourier-Motzkin elimination; robust optimization

资金

  1. U.S. National Science Foundation [CNS-1915756, CMMI-1906780]

向作者/读者索取更多资源

The robust optimization based dynamic economic dispatch (DED) model has been extensively studied to address uncertainties of net loads induced by renewable energy resource variabilities and demand fluctuations. However, the robust DED model is computationally expensive, when solved by the column-and-constraint generation (CCG) approach that iterates between a master problem and a max-min subproblem. This letter proposes a feasible region projection-based approach to equivalently reformulate the robust DED as a single-level linear programming (LP) model that can be effectively solved while guaranteeing solution optimality. Numerical studies show the proposed approach is one order of magnitude faster than CCG.

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