Recent Developments in Security-Constrained AC Optimal Power Flow: Overview of Challenge 1 in the ARPA-E Grid Optimization Competition

IF 0.7 4区 管理学 Q3 Engineering Military Operations Research Pub Date : 2022-06-15 DOI:10.1287/opre.2022.0315
I. Aravena, D. Molzahn, Shixu Zhang, C. Petra, Frank E. Curtis, Shenyinying Tu, Andreas Wächter, Ermin Wei, Elizabeth Wong, A. Gholami, Kaizhao Sun, X. Sun, S. Elbert, Jesse T. Holzer, A. Veeramany
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引用次数: 8

Abstract

Intro to the ARPA-E Grid Optimization Competition In “Recent Developments in Security-Constrained AC Optimal Power Flow: Overview of Challenge 1 in the ARPA-E Grid Optimization Competition,” we review the state of the art in practical algorithms for scheduling power-systems operations in the short term and the results of the recent competition organized by the U.S. Advanced Research Projects Agency–Energy. We explain the mixed-integer nonlinear formulation used in the competition for nonspecialists in electrical engineering, the context and organization of the competition, and the performance of competitors. We find that the collective approaches and results of competitors provide support for efforts to move nonlinear optimization techniques into industrial applications, as they have proven to be a robust and efficient alternative to current linear approximation techniques.
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安全约束下交流最优潮流的最新发展:ARPA-E电网优化竞赛挑战1概述
在“安全约束下交流最优潮流的最新发展:ARPA-E电网优化竞赛挑战1概述”中,我们回顾了短期内调度电力系统运行的实用算法的现状,以及最近由美国高级研究计划局能源组织的竞赛的结果。我们解释了在电子工程非专业人士的比赛中使用的混合整数非线性公式,比赛的背景和组织,以及竞争对手的表现。我们发现,竞争对手的集体方法和结果为将非线性优化技术应用于工业应用提供了支持,因为它们已被证明是当前线性近似技术的一种鲁棒且有效的替代方案。
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来源期刊
Military Operations Research
Military Operations Research 管理科学-运筹学与管理科学
CiteScore
1.00
自引率
0.00%
发文量
0
审稿时长
>12 weeks
期刊介绍: Military Operations Research is a peer-reviewed journal of high academic quality. The Journal publishes articles that describe operations research (OR) methodologies and theories used in key military and national security applications. Of particular interest are papers that present: Case studies showing innovative OR applications Apply OR to major policy issues Introduce interesting new problems areas Highlight education issues Document the history of military and national security OR.
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