On the Solution of the Optimal Power Flow for Three-Phase Radial Distribution Networks With Energy Storage

被引:3
|
作者
Stai, Eleni [1 ]
Wang, Cong [1 ]
Le Boudec, Jean-Yves [1 ]
机构
[1] Ecole Polytech Fed Lausanne, CH-1015 Lausanne, Switzerland
来源
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS | 2021年 / 8卷 / 01期
关键词
Battery losses; CoDistFlow; dispatch plan; grid losses; optimal power flow (OPF); radial distribution networks; scenario based; security constraints; three phases; AC OPF; SYSTEMS;
D O I
10.1109/TCNS.2020.3024319
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We study a multiperiod optimal power flow (OPF) problem in unbalanced three-phase radial distribution networks with batteries. To address this problem, we first take the resistance-line battery model that treats lossy batteries by adding resistive lines and virtual buses. Then, we derive a linearization for the power flow equations, called generalized three-phase simplified DistFlow, which accounts for shunt elements. Also, it is exact at a freely chosen point while having globally good performance. Using it, we extend the heuristic iterative OPF algorithm, CoDistFlow, to unbalanced three-phase networks. At convergence, three-phase CoDistFlow gives a solution that satisfies the exact nonlinear power-flow equations and the exact security constraints. To theoretically guarantee the convergence of three-phase CoDistFlow, we develop the forced convergent three-phase CoDistFlow. Moreover, we show how to adapt the three-phase CoDistFlow to solve a scenario-based OPF in the presence of uncertainties, whereas other existing OPF solution methods may not offer this possibility. Finally, we perform evaluations on the IEEE 123-bus test feeder and comparisons with Ipopt.
引用
收藏
页码:187 / 199
页数:13
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