A distributed approach to the Optimal Power Flow problem for unbalanced and mesh networks

被引：7

作者：

Ferro, Giulio ^{[1
]}

Robba, Michela ^{[1
]}

D'Achiardi, David ^{[2
]}

Haider, Rabab ^{[2
]}

Annaswamy, Anuradha M. ^{[2
]}

机构：

[1] Univ Genoa, Dept Informat Bioengn Robot & Syst Engn, Genoa, Italy

[2] MIT, Dept Mech Engn, Cambridge, MA 02141 USA

来源：

IFAC PAPERSONLINE | 2020年 / 53卷 / 02期

关键词：

Smart grids; modeling of power systems; optimal operation and control of power systems; optimization and control of large-scale network systems; decentralized and distributed control; ADMM;

D O I：

10.1016/j.ifacol.2020.12.159

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

In the present paper we introduce a new distributed optimization approach to the solution of general Optimal Power Flow problem for unbalanced and mesh networks. A new convex formulation, based on McCormick Envelopes, is proposed with a decomposition profile and a distributed approach based on proximal coordination. The resulting algorithm is shown to converge with a rate of o(1/tau), where tau is the number of iterations. The approach is validated on a modified IEEE 13 bus network, with added distributed energy resources including distributed generation and demand response. Copyright (C) 2020 The Authors.

引用

页码：13287 / 13292

页数：6

共 15 条

[1]

[Anonymous], 2006, Distribution system modeling and analysis

[2]

[Anonymous], 2004, P CACSD C

[3] A PROXIMAL-BASED DECOMPOSITION METHOD FOR CONVEX MINIMIZATION PROBLEMS [J].

CHEN, G ;

TEBOULLE, M .

MATHEMATICAL PROGRAMMING, 1994, 64 (01) :81-101

[4] AC OPF in radial distribution networks - Part I: On the limits of the branch flow convexification and the alternating direction method of multipliers [J].

Christakou, Konstantina ;

Tomozei, Dan-Cristian ;

Le Boudec, Jean-Yves ;

Paolone, Mario .

ELECTRIC POWER SYSTEMS RESEARCH, 2017, 143 :438-450

[5] Distributed Optimal Power Flow for Smart Microgrids [J].

Dall'Anese, Emiliano ;

Zhu, Hao ;

Giannakis, Georgios B. .

IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (03) :1464-1475

[6] Parallel Multi-Block ADMM with o(1 / k) Convergence [J].

Deng, Wei ;

Lai, Ming-Jun ;

Peng, Zhimin ;

Yin, Wotao .

JOURNAL OF SCIENTIFIC COMPUTING, 2017, 71 (02) :712-736

[7] OPTIMAL POWER FLOW SOLUTIONS [J].

DOMMEL, HW ;

TINNEY, WF .

IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1968, PA87 (10) :1866-+

[8]

Farivar M, 2014, TRANS DISTRIB CONF

[9]

Farivar M, 2011, INT CONF SMART GRID

[10] Zero Duality Gap in Optimal Power Flow Problem [J].

Lavaei, Javad ;

Low, Steven H. .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (01) :92-107

← 1 2 →