Wavelet-based algorithm for power quality analysis

被引:0
|
作者
Tse, Norman C. F. [2 ]
Zhou, Long [1 ]
Lai, L. L. [1 ]
机构
[1] City Univ London, Sch Engn & Math Sci, London EC1V 0HB, England
[2] City Univ Hong Kong, Div Bldg Sci & Technol, Hong Kong, Hong Kong, Peoples R China
来源
关键词
Complex Morlet Wavelet (CMW); Continuous Wavelet Transform (CWT); power system harmonics; scalogram; wavelet ridge; CLASSIFICATION; TRANSFORM; SYSTEM; FORMS;
D O I
10.1002/etep.378
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a computational algorithm for identifying integer harmonics and non-integer harmonics by using wavelet-based transform. The Continuous Wavelet Transform (CWT) based on the modified Complex Morlet Wavelet (CMW) is adopted to estimate harmonics present in power waveform. A frequency detection technique is developed from the wavelet scalogram and ridges. The necessary conditions for the discrimination of adjacent frequencies, the minimum sampling frequency without aliasing and the minimum waveform length for accurate estimation of harmonics are established. Experimental works have been conducted to verify the accuracy of the proposed algorithm in estimating harmonics of power system waveforms. The proposed algorithm is comparable to Discrete Fourier Transform (DFT) in estimating stationary waveforms however the result is much better than that derived with DFT in estimating non-stationary waveforms. Copyright (C) 2009 John Wiley Sons, Ltd.
引用
收藏
页码:952 / 964
页数:13
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