Distributed AC Optimal Power Flow using ALADIN

被引：19
|
作者：
Engelmann, Alexander [1 ]
Muhlpfordt, Tillmann [1 ]
Jiang, Yuning [2 ]
Houska, Boris [2 ]
Faulwasser, Timm [1 ]
机构：
[1] Karlsruhe Inst Technol, Inst Appl Comp Sci, Karlsruhe, Germany
[2] Shanghai Tech, Sch Informat Sci & Technol, Shanghai, Peoples R China
来源：
IFAC PAPERSONLINE | 2017年 / 50卷 / 01期
关键词：
Distributed Optimal Power Flow; ALADIN; OPF; ADMM; Distributed Optimization; CONVEX RELAXATION; DECOMPOSITION; ALGORITHM;
D O I：
10.1016/j.ifacol.2017.08.1095
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper investigates the distributed solution of non-convex AC power flow optimization problems arising in electrical grids. Specifically, we consider the application of a recently proposed Augmented Lagrangian Based Alternating Direct Inexact Newton (ALADIN) scheme to AC optimal power flow problems. Using standard reformulations, we show how ALADIN can be applied to electrical grids of generic topology. We draw upon an IEEE 5-bus system to demonstrate that ALADIN offers the potential to outperform common ADMM schemes. (C) 2017, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码：5536 / 5541
页数：6
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