Wavelets for the analysis and compression of power system disturbances

被引:129
作者
Littler, TB [1 ]
Morrow, DJ
机构
[1] Leading Edge Res Ltd, Lisburn, North Ireland
[2] Queens Univ Belfast, Belfast, Antrim, North Ireland
关键词
wavelets; Fourier transforms; disturbances; data compression;
D O I
10.1109/61.754074
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
Wavelets introduce new classes of basis functions for time; frequency signal analysis and have properties particularly suited to the transient components and discontinuities evident in power system disturbances. Wavelet analysis involves representing signals in terms of simpler, fixed building blocks at different scales and positions, This paper examines the analysis and subsequent compression properties of the discrete wavelet and wavelet packet transforms and evaluates both transforms using an actual power system disturbance from a digital fault recorder. The paper presents comparative compression results using the wavelet and discrete cosine transforms and examines the application of wavelet compression in power monitoring to mitigate against data communications overheads.
引用
收藏
页码:358 / 364
页数:7
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