DocumentCode
1457746
Title
Optimal Placement of Phasor Measurement Units via Convex Relaxation
Author
Kekatos, Vassilis ; Giannakis, Georgios ; Wollenberg, B.
Author_Institution
ECE Dept., Univ. of Minnesota, Minneapolis, MN, USA
Volume
27
Issue
3
fYear
2012
Firstpage
1521
Lastpage
1530
Abstract
Instrumenting power networks with phasor measurement units (PMUs) facilitates several tasks including optimum power flow, system control, contingency analysis, visualization, and integration of renewable resources, thus enabling situational awareness-one of the key steps toward realizing the smart grid vision. The installation cost of PMUs currently prohibits their deployment on every bus, which in turn motivates their strategic placement across the power grid. As state estimation is at the core of grid monitoring, PMU deployment is optimized here based on estimation-theoretic criteria. Considering both voltage and incident current readings per PMU-instrumented bus and incorporating conventionally derived state estimates under the Bayesian framework, PMU placement is formulated as an optimal experimental design task. To bypass the combinatorial search involved, a convex relaxation is developed to obtain solutions with numerical optimality guarantees. In the tests performed on standard IEEE 14-, 30-, and 118-bus benchmarks, the proposed relaxation approaches and oftentimes attains the optimum PMU placement.
Keywords
phasor measurement; renewable energy sources; smart power grids; Bayesian framework; IEEE 118-bus benchmarks; IEEE 14-bus benchmarks; IEEE 30-bus benchmarks; contingency analysis; convex relaxation; estimation-theoretic criteria; grid monitoring; optimal placement; optimum power flow; phasor measurement units; power grid; power networks; renewable resources; smart grid vision; state estimation; system control; Covariance matrix; Current measurement; Observability; Phasor measurement units; State estimation; Vectors; Gradient projection method; SCADA measurements; maximum a-posteriori estimation; optimal experimental design; phasor measurement units; semidefinite programming;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2012.2185959
Filename
6157670
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