Wavelet-transform-based algorithm for harmonic analysis of power system waveforms

被引:120
作者
Pham, VL [1 ]
Wong, KP [1 ]
机构
[1] Univ Western Australia, Dept Elect & Elect Engn, Artificial Intelligence & Power Syst Res Grp, Nedlands, WA 6907, Australia
关键词
D O I
10.1049/ip-gtd:19990316
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
The paper develops an approach based on wavelet transform for the evaluation of harmonic contents of power system waveforms. The new algorithm can simultaneously identify all harmonics including integer, noninteger and subharmonics. In the first step of the approach, the frequency spectrum of the waveform is decomposed into subbands using discrete wavelet packet transform filter banks. In the second step, continuous wavelet transform is applied to nonzero subbands to evaluate the harmonic contents, In the first step, there is the problem of images due to down samplings and up samplings of the waveform, A method for alleviating this image problem is developed in the paper. Methods are developed to accurately quantify harmonics frequency amplitude and phase. The approach is validated by its application to synthesised waveforms and to power system waveforms measured in the Western Australia system. It is found to be powerful and suitable for practical use.
引用
收藏
页码:249 / 254
页数:6
相关论文
共 12 条
[1]  
[Anonymous], 1993, Ten Lectures of Wavelets
[2]   Time-varying harmonics: Part I - Characterizing measured data [J].
Baghzouz, Y ;
Burch, RF ;
Capasso, A ;
Cavallini, A ;
Emanuel, AE ;
Halpin, M ;
Imece, A ;
Ludbrook, A ;
Montanari, G ;
Olejniczak, KJ ;
Ribeiro, P ;
Rios-Marcuello, S ;
Tang, L ;
Thallam, R ;
Verde, P .
IEEE TRANSACTIONS ON POWER DELIVERY, 1998, 13 (03) :938-944
[3]  
CHAN YT, 1994, WAVELETS BASICS, P111
[4]  
GABEL RA, 1987, SIGNAL LINEAR SYSTEM, P239
[5]   Exploring the power of wavelet analysis [J].
Galli, AW ;
Heydt, GT ;
Ribeiro, PF .
IEEE COMPUTER APPLICATIONS IN POWER, 1996, 9 (04) :37-41
[6]  
Lee D. T. L., 1994, HEWLETTPACKARD J DEC, P44
[7]   Parametric harmonic analysis [J].
Nguyen, TT .
IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 1997, 144 (01) :21-25
[8]   Wavelets and electromagnetic power system transients [J].
Robertson, DC ;
Camps, OI ;
Mayer, JS ;
Gish, WB .
IEEE TRANSACTIONS ON POWER DELIVERY, 1996, 11 (02) :1050-1058
[9]   Power quality assessment via wavelet transform analysis [J].
Santoso, S ;
Powers, EJ ;
Grady, WM ;
Hofmann, P .
IEEE TRANSACTIONS ON POWER DELIVERY, 1996, 11 (02) :924-930
[10]  
STRANG G, 1996, WAVELET FILTER BANKS, P87