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arXiv 2106.06186math.OC
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三线不平衡最优潮流的实值功率-电压公式及边界

Real-Value Power-Voltage Formulations of, and Bounds for, Three-Wire Unbalanced Optimal Power Flow

Frederik Geth, Hakan Ergun

AI总结:

本文面向三相不平衡OPF,梳理节点注入与支路潮流框架,推导可实现的实值功率-电压公式及变量边界,并经OpenDSS和IEEE测试馈线验证。

摘要:

不平衡最优潮流是指一类优化问题,其受制于具有不可忽略相位不平衡的三相电网的稳态物理规律。在不平衡OPF的数学建模方面,该问题已取得显著进展,但缺乏实现方面的信息以及用于基准测试的数据集。关键问题之一是,在潮流方程的不同表示类别之间,缺乏对电流和电压边界的定义。因此,这篇教程式论文总结了三相系统不平衡(最优)功率问题的结构特征。文中针对节点注入和支路潮流两种公式框架,给出了由此产生的非线性复值矩阵公式;这些公式通常无法按原样在优化工具箱中实现。为此,本文还推导了等价的实值公式,并讨论了在优化建模工具箱中实现时的相关挑战。所推导的公式可方便地复用于配电网中的连续和离散优化问题,以解决各类运行和规划问题。最后,文中为所有涉及的变量推导了边界,以推动不平衡最优潮流基准测试的发展;在该领域,就边界语义达成共识是一项迫切需求。我们认为,基准测试仍是开发和验证可扩展、可复现的优化模型与工具的基石。通过数值实验确认了推导的可靠性,并针对具有3×3阻抗矩阵的IEEE测试馈线,依据OpenDSS进行了验证。

英文摘要:

Unbalanced optimal power flow refers to a class of optimization problems subject to the steady state physics of three-phase power grids with nonnegligible phase unbalance. Significant progress on this problem has been made on the mathematical modelling side of unbalanced OPF, however there is a lack of information on implementation aspects as well as data sets for benchmarking. One of the key problems is the lack of definitions of current and voltage bounds across different classes of representations of the power flow equations. Therefore, this tutorial-style paper summarizes the structural features of the unbalanced (optimal) power problem for three-phase systems. The resulting nonlinear complex-value matrix formulations are presented for both the bus injection and branch flow formulation frameworks, which typically cannot be implemented as-is in optimization toolboxes. Therefore, this paper also derives the equivalent real-value formulations, and discusses challenges related to the implementation in optimization modeling toolboxes. The derived formulations can be re-used easily for continuous and discrete optimization problems in distribution networks for a variety of operational and planning problems. Finally, bounds are derived for all variables involved, to further the development of benchmarks for unbalanced optimal power flow, where consensus on bound semantics is a pressing need. We believe benchmarks remain a cornerstone for the development and validation of scalable and reproducible optimization models and tools. The soundness of the derivations is confirmed through numerical experiments, validated w.r.t. OpenDSS for IEEE test feeders with 3x3 impedance matrices.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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