DocumentCode :
2360010
Title :
Optimal placement of synchronized phasor measurement units based on differential evolution algorithm
Author :
Al-Mohammed, A.H. ; Abido, M.A. ; Mansour, Mohamed M.
Author_Institution :
Saudi Electr. Co., Dammam, Saudi Arabia
fYear :
2011
fDate :
17-20 Dec. 2011
Firstpage :
1
Lastpage :
9
Abstract :
This paper proposes a method based on differential evolution (DE) algorithm for the problem of optimal placement of phasor measurement units (PMUs) in an electric power network. The problem is to minimize the required number of PMUs and, at the same time, maximize the PMU measurement redundancy subject to the constraint of achieving full network observability. Network observability is assessed with the aid of the topological observability rules. In order to cope with the continuous changes in the power system´s topology, the optimization problem is formulated considering not only the new PMUs to be installed but also the existing ones to be retained or relocated. Additionally, the new formulation takes into account the locations, if any, at which PMUs shall or shall not be placed. The effectiveness of the proposed method is verified via IEEE 14-bus, 30-bus, 39-bus and 57-bus standard systems.
Keywords :
evolutionary computation; phase measurement; power system measurement; power system planning; IEEE 14-bus standard systems; IEEE 30-bus standard systems; IEEE 39-bus standard systems; IEEE 57-bus standard systems; PMU measurement redundancy; differential evolution algorithm; electric power network; network observability; optimal placement; synchronized phasor measurement units; topological observability; Observability; Optimization; Phasor measurement units; Power system stability; Redundancy; Vectors; Differential Evolution (DE); Optimal PMU Placement (OPP); Phasor Measurement Unit (PMU);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovative Smart Grid Technologies - Middle East (ISGT Middle East), 2011 IEEE PES Conference on
Conference_Location :
Jeddah
Print_ISBN :
978-1-4673-0987-5
Type :
conf
DOI :
10.1109/ISGT-MidEast.2011.6220820
Filename :
6220820
Link To Document :
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