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 :
بازگشت