配电网规划的模块化交流最优潮流实现

Adrian Hauswirth, T. Summers, J. Warrington, J. Lygeros, A. Kettner, A. Brenzikofer
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引用次数: 2

摘要

提出了一种求解多周期交流最优潮流(OPF)问题半定松弛的计算工具。弦转换技术用于开发问题稀疏性。三个特征使它有别于类似的实现:首先,一个新的、简洁的实值模型利用了问题结构,避免引入冗余约束。其次,约束类型的动态选择提高了具有广泛径向子图的网格的计算时间。第三,模块化软件设计可以轻松集成光伏逆变器的附加模型,优化存储位置等。基准测试结果表明,与标准实现相比,我们的计算改进显著提高了性能。这尤其适用于具有大径向子图的大型网络和电网。最后,一个案例研究展示了我们模块化OPF软件设计的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A modular AC optimal power flow implementation for distribution grid planning
We present a computational tool for solving semidefinite relaxations of multi-period AC optimal power flow (OPF) problems. Chordal conversion techniques are used to exploit problem sparsity. Three features set it apart from similar implementations: First, a new, concise real-valued model exploits the problem structure and avoids introducing redundant constraints. Second, a dynamic choice of constraint type improves computation time for grids with extensive radial subgraphs. Third, a modular software design enables the easy integration of additional models for photovoltaic inverters, optimal storage placement, etc. Benchmark results indicate that our computational improvements significantly enhance performance compared to a standard implementation. This holds in particular for large-scale networks and power grids with large radial subgraphs. Finally, a case study showcases the potential of our modular OPF software design.
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