DocumentCode
74302
Title
Effects of Phasor Measurement Uncertainty on Power Line Outage Detection
Author
Chen Chen ; Jianhui Wang ; Hao Zhu
Author_Institution
Decision & Inf. Sci. Div., Argonne Nat. Lab., Argonne, IL, USA
Volume
8
Issue
6
fYear
2014
fDate
Dec. 2014
Firstpage
1127
Lastpage
1139
Abstract
Phasor measurement unit (PMU) technology provides an effective tool to enhance the wide-area monitoring systems (WAMSs) in power grids. Although extensive studies have been conducted to develop several PMU applications in power systems (e.g., state estimation, oscillation detection and control, voltage stability analysis, and line outage detection), the uncertainty aspects of PMUs have not been adequately investigated. This paper focuses on quantifying the impact of PMU uncertainty on power line outage detection and identification, in which a limited number of PMUs installed at a subset of buses are utilized to detect and identify the line outage events. Specifically, the line outage detection problem is formulated as a multi-hypothesis test, and a general Bayesian criterion is used for the detection procedure, in which the PMU uncertainty is analytically characterized. We further apply the minimum detection error criterion for the multi-hypothesis test and derive the expected detection error probability in terms of PMU uncertainty. The framework proposed provides fundamental guidance for quantifying the effects of PMU uncertainty on power line outage detection. Case studies are provided to validate our analysis and show how PMU uncertainty influences power line outage detection.
Keywords
Bayes methods; error statistics; phasor measurement; power cables; power grids; power system reliability; PMU technology; WAMS; error probability; general Bayesian criterion; line outage detection problem; minimum detection error criterion; multihypothesis test; phasor measurement uncertainty; phasor measurement unit technology; power grids; power line outage detection; wide area monitoring systems; Bayes methods; Error probability; Measurement uncertainty; Phasor measurement units; Smart grids; Bayesian criterion; PMU; error probability; multi-hypothesis test; power line outage detection; uncertainty;
fLanguage
English
Journal_Title
Selected Topics in Signal Processing, IEEE Journal of
Publisher
ieee
ISSN
1932-4553
Type
jour
DOI
10.1109/JSTSP.2014.2333493
Filename
6846291
Link To Document