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Branch flow model: Relaxations and convexification

机译:支流模型:松弛和凸化

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We propose a branch flow model for the analysis and optimization of mesh as well as radial networks. The model leads to a new approach to solving optimal power flow (OPF) that consists of two relaxation steps. The first step eliminates the voltage and current angles and the second step approximates the resulting problem by a conic program that can be solved efficiently. For radial networks, we prove that both relaxation steps are always exact, provided there are no upper bounds on loads. For mesh networks, the conic relaxation is always exact but the angle relaxation may not be exact, and we provide a simple way to determine if a relaxed solution is globally optimal. We propose convexification of mesh networks using phase shifters so that OPF for the convexified network can always be solved efficiently for an optimal solution. We prove that convexification requires phase shifters only outside a spanning tree of the network and their placement depends only on network topology, not on power flows, generation, loads, or operating constraints. Part I introduces our branch flow model, explains the two relaxation steps, and proves the conditions for exact relaxation. Part II describes convexification of mesh networks, and presents simulation results.
机译:我们提出了一种分支流模型,用于网格和径向网络的分析和优化。该模型导致了一种解决最佳功率流(OPF)的新方法,该方法包括两个松弛步骤。第一步消除电压角和电流角,第二步通过可有效解决的圆锥程序逼近所产生的问题。对于径向网络,我们证明了两个松弛步骤始终是正确的,只要载荷没有上限。对于网状网络,圆锥松弛始终是精确的,但角度松弛可能不是精确的,并且我们提供了一种简单的方法来确定松弛解是否是全局最优的。我们提出使用移相器对网状网络进行凸化,以便可以始终有效地求解凸网络的OPF,以获得最佳解决方案。我们证明了凸化仅要求移相器位于网络的生成树之外,并且它们的位置仅取决于网络拓扑,而不取决于功率流,发电量,负载或操作约束。第一部分介绍了我们的分支流模型,解释了两个松弛步骤,并证明了精确松弛的条件。第二部分描述了网格网络的凸化,并给出了仿真结果。

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