Journal
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
Volume 21, Issue 6, Pages 2634-2644Publisher
ACADEMIC PRESS LTD- ELSEVIER SCIENCE LTD
DOI: 10.1016/j.ymssp.2007.01.006
Keywords
empirical mode decomposition; intrinsic mode function; local mean operator; the average mean; the wavelet decomposition; vibration analysis; ball bearings
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In this paper, the empirical mode decomposition (EMD) method is introduced and the calculation of the local mean with the envelope method of the extrema is substituted by an improved method, in which the local mean is computed by using the average method of the successive extrema. Based on the improved EMD method, the vibration signals of ball bearings are analyzed in detail. The results show that the proposed method is superior to the discrete wavelet decomposition for the vibration analysis of ball bearings. (c) 2007 Elsevier Ltd. All rights reserved.
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