DocumentCode :
166496
Title :
Monitoring for Power-Line Change and Outage Detection in Smart Grid via the Alternating Direction Method of Multipliers
Author :
Liang Zhao ; Wen-Zhan Song ; Lang Tong ; Yuan Wu
Author_Institution :
Dept. of Comput. Sci., Georgia State Univ. Atlanta, Atlanta, GA, USA
fYear :
2014
fDate :
13-16 May 2014
Firstpage :
342
Lastpage :
346
Abstract :
A novel distributed line outage detection algorithm was developed in this paper through convex relaxation and alternating direction method of multipliers (ADMM) method for smart grid system. The devised approach allows identification of multiple line outages using limited number of PMU measurements. The diagnosis procedure is performed close to the place where PMU measurements are collected and only partial variable estimates are exchanged among the neighbours of processors. It is shown that the proposed method outperforms the existing methods, which are either suffering from computational complexity or security and privacy issues. Numerical tests demonstrated the merits of the proposed schemes in co-ordinately figuring out multiple line outages in the system.
Keywords :
computational complexity; multiplying circuits; phasor measurement; power cables; power system reliability; smart power grids; PMU measurements; alternating direction method; computational complexity; convex relaxation; distributed line outage detection; multipliers; partial variable estimates; power line change monitoring; privacy issue; processors; security issue; smart grid; Change detection algorithms; Covariance matrices; Educational institutions; Phasor measurement units; Smart grids; Vectors; Alternating direction method of multipliers; Convex optimization; Distributed computing; Line outage detection; Smart Grid;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Information Networking and Applications Workshops (WAINA), 2014 28th International Conference on
Conference_Location :
Victoria, BC
Print_ISBN :
978-1-4799-2652-7
Type :
conf
DOI :
10.1109/WAINA.2014.60
Filename :
6844661
Link To Document :
بازگشت