DocumentCode
3045809
Title
The classification and recognition of power quality disturbance based on S transform
Author
Rui, Zhang ; Tao, Zhang ; Hongjiao, Yao ; Sheng, Liu
Author_Institution
Sch. of Autom., Harbin Univ. of Sci. & Technol., Harbin, China
Volume
2
fYear
2012
fDate
18-20 May 2012
Firstpage
663
Lastpage
667
Abstract
For the classification and recognition of power quality disturbances, a method based on principle of maximum information entropy is proposed in this paper. The corn of it is that, using S-transform to establish standard mode time-frequency matrix of various disturbances and obtaining information entropy of standard disturbances by probability density distribution of matrix amplitude. The correct classification has been realized by approaching degree of disturbance signal´s information entropy with the standard disturbances´ entropy. The simulation results show that the approach has better anti interference performance and in the condition of low SNR, classification results are also acceptable.
Keywords
entropy; power supply quality; probability; signal classification; S-transform; antiinterference performance; disturbance signal; maximum information entropy; power quality disturbance; probability density distribution; standard mode time frequency matrix; Entropy; Information entropy; Power quality; Standards; Time frequency analysis; Transforms; Voltage fluctuations; S transform; feature extraction; information entropy; power quality disturbances;
fLanguage
English
Publisher
ieee
Conference_Titel
Measurement, Information and Control (MIC), 2012 International Conference on
Conference_Location
Harbin
Print_ISBN
978-1-4577-1601-0
Type
conf
DOI
10.1109/MIC.2012.6273380
Filename
6273380
Link To Document