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摘要:
As a new non-stationary signal processing method, the intrinsic time-scale decomposition (ITD) method can be used to decompose a complex non-stationary signal into several proper rotation components (PRCs), but there exist serious end effects in some PRCs. Here, 5 end effect-mitigation methods to deal with end effects were proposed including adaptive, AR prediction extending method, mirror extrema extending, polynomial fitting extending method and anti-symmetric period extension method. The end effect-restrained results with 5 methods were compared with numerical simulations. The best one was applied to analyze simulated signals and bearing fault vibration signals, the results showed that the proposed method can be used to solve the end effect problems effectively and to extract fault features of mechanical equipments better.
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来源 :
Journal of Vibration and Shock
ISSN: 1000-3835
年份: 2014
期: 7
卷: 33
页码: 165-169,198
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