DocumentCode :
1572339
Title :
On-line small disturbance voltage stability assessment in power systems based on wide area measurement
Author :
Khoshkhoo, H. ; Shahrtash, S.M.
Author_Institution :
Centre of Excellence for Power Syst., Iran Univ. of Sci. & Technol., Tehran, Iran
fYear :
2011
Firstpage :
1
Lastpage :
5
Abstract :
This paper presents a new fast method to detect the long term voltage instability of power system based on wide area measurement system (WAMS). The objective of this paper is to quickly assess the long term voltage instability, which may be occurred by load disturbance, using the measurements gathered from phasor measurement units (PMUs). The main features of this method is the preprocessing of the measured data using the mathematical morphology method, and classification of the chosen features using the support vector machine (SVM) to assess the voltage stability of power system. The simulation results have shown that the proposed method can effectively determine the voltage instability of power system at a very short time after the load disturbance.
Keywords :
mathematical morphology; phase measurement; power engineering computing; power system faults; power system measurement; power system stability; support vector machines; PMU; WAMS; load disturbance; mathematical morphology method; on-line small disturbance voltage stability assessment; phasor measurement units; power system stability; support vector machine; wide area measurement system; Circuit stability; Feature extraction; Numerical stability; Power system stability; Stability analysis; Voltage measurement; mathematical morphology analysis; pattern recognition; phasor Measurement unit; support vector machine; voltage stability; wide area Measurement system;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Environment and Electrical Engineering (EEEIC), 2011 10th International Conference on
Conference_Location :
Rome
Print_ISBN :
978-1-4244-8779-0
Type :
conf
DOI :
10.1109/EEEIC.2011.5874748
Filename :
5874748
Link To Document :
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