DocumentCode :
1185737
Title :
Power Quality Disturbance Data Compression, Detection, and Classification Using Integrated Spline Wavelet and S-Transform
Author :
Dash, P. K. ; Panda, Ganapati ; Sahoo, D. K. ; Panigrahi, B. K.
Author_Institution :
Multimedia University; National Institute of Technology, India
Volume :
22
Issue :
7
fYear :
2002
fDate :
7/1/2002 12:00:00 AM
Firstpage :
61
Lastpage :
61
Abstract :
In this paper power quality transient data are compressed and stored for analysis and classification purpose. From the compressed data set origtnal data are reconstructed and then analysed using a modified wavelet transform known as transform. Compression techniques using splines are performed through signal decomposition, thresholding of wavelet transform coefficients, and signal reconstruction. Finally we present compression results using splines and examine the application of splines compression in power quality monitoring to mitigate against data communication and data storage problems. Since Stransform has better time frequency and localisation property. power quality disturbances are detected and then classified in a superior way than the recently used wavelet transform.
Keywords :
Data communication; Data compression; Monitoring; Power quality; Signal reconstruction; Signal resolution; Spline; Transient analysis; Wavelet analysis; Wavelet transforms; S-Transforms; data compression; pattern classification; power quality; spline wavelets;
fLanguage :
English
Journal_Title :
Power Engineering Review, IEEE
Publisher :
ieee
ISSN :
0272-1724
Type :
jour
DOI :
10.1109/MPER.2002.4312423
Filename :
4312423
Link To Document :
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