DocumentCode
6874
Title
Distributed Optimal Power Flow Using ADMM
Author
Erseghe, Tomaso
Author_Institution
Dipt. di Ing. dell´Inf., Univ. di Padova, Padua, Italy
Volume
29
Issue
5
fYear
2014
fDate
Sept. 2014
Firstpage
2370
Lastpage
2380
Abstract
Distributed optimal power flow (OPF) is a challenging non-linear, non-convex problem of central importance to the future power grid. Although many approaches are currently available in the literature, these require some form of central coordination to properly work. In this paper a fully distributed and robust algorithm for OPF is proposed which does not require any form of central coordination. The algorithm is based upon the alternating direction multiplier method (ADMM) in a form recently proposed by the author, which, in turn, builds upon the work of Schizas The approach is customized as a region-based optimization procedure, and it is tested in meaningful scenarios.
Keywords
concave programming; distributed algorithms; load flow; nonlinear programming; power grids; ADMM; OPF; alternating direction multiplier method; distributed optimal power flow; nonconvex problem; nonlinear problem; power grid; region based optimization; Context; Convergence; Distributed algorithms; Optimization; Reactive power; Symmetric matrices; Vectors; Alternating direction multiplier method; decentralized processing; decomposition coordination; distributed processing; iterative processing; optimal power flow;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2014.2306495
Filename
6748974
Link To Document