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Author:

Xu, Yong-Gang (Xu, Yong-Gang.) | Lu, Ming (Lu, Ming.) | Fu, Sheng (Fu, Sheng.) | Zhang, Jian-Yu (Zhang, Jian-Yu.)

Indexed by:

EI PKU CSCD

Abstract:

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.

Keyword:

Numerical methods Failure analysis Bearings (machine parts) Vibration analysis Time measurement Signal processing

Author Community:

  • [ 1 ] [Xu, Yong-Gang]Beijing Key Laboratory of Advanced Manufacturing Technology, College of Mechanical Engineering and Applied Electronic Technology, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Lu, Ming]Beijing Key Laboratory of Advanced Manufacturing Technology, College of Mechanical Engineering and Applied Electronic Technology, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Fu, Sheng]Beijing Key Laboratory of Advanced Manufacturing Technology, College of Mechanical Engineering and Applied Electronic Technology, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Zhang, Jian-Yu]Beijing Key Laboratory of Advanced Manufacturing Technology, College of Mechanical Engineering and Applied Electronic Technology, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Vibration and Shock

ISSN: 1000-3835

Year: 2014

Issue: 7

Volume: 33

Page: 165-169,198

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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