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A Sufficient Condition for Global Optimality of Solutions to the Optimal Power Flow Problem

机译:最优潮流问题解的全局最优解的充分条件

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摘要

Recent applications of a semidefinite programming (SDP) relaxation to the optimal power flow (OPF) problem offers a polynomial time method to compute a global optimum for a large subclass of OPF problems. In contrast, prior OPF solution methods in the literature guarantee only local optimality for the solution produced. However, solvers employing SDP relaxation remain significantly slower than mature OPF solution codes. This letter seeks to combine the advantages of the two methods. In particular, we develop an SDP-inspired sufficient condition test for global optimality of a candidate OPF solution. This test may then be easily applied to a candidate solution generated by a traditional, only-guaranteed-locally-optimal OPF solver.
机译:将半定规划(SDP)松弛应用于最优潮流(OPF)问题的最新应用提供了多项式时间方法来为OPF问题的大子类计算全局最优值。相比之下,文献中的现有OPF解决方案方法只能保证所生成解决方案的局部最优性。但是,采用SDP松弛的求解器仍然比成熟的OPF解决方案代码慢得多。这封信试图结合两种方法的优点。特别是,我们针对候选OPF解决方案的全局最优性开发了SDP启发的充分条件测试。然后,可以轻松地将此测试应用于由传统的,仅保证局部最优的OPF求解器生成的候选解决方案。

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