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Author:

Jiang, Z. (Jiang, Z..) | Zhang, K. (Zhang, K..) | Zhang, X. (Zhang, X..) | Xu, Y. (Xu, Y..)

Indexed by:

EI Scopus SCIE

Abstract:

Rolling bearings often work under nonstationary conditions, which will lead to spectrum smearing phenomenon and the failure of traditional diagnostic methods. Order tracking is a common technique to alleviate this problem by resampling the time-domain signal using the instantaneous rotation frequency. For tacholess applications, it is of great importance to obtain accurate rotation speeds. In this paper, a tacholess order tracking method based on spectral amplitude modulation (SAM) is proposed. Based on the fact that SAM can separate frequency components with different levels of energy, an appropriate weight is selected to highlight the instantaneous frequency, which is then extracted from the time-frequency representation by peak search algorithm. Moreover, entropy is employed to evaluate the valuable information in the time-frequency representation in order to select an optimal weight adaptively. A simulated signal and experimental signals of bearing outer and inner ring faults demonstrate that the proposed method can extract instantaneous rotation frequency and detect nonstationary bearing fault characteristics effectively. IEEE

Keyword:

Vibrations Frequency modulation Fourier transforms Amplitude modulation spectral amplitude modulation instantaneous rotation frequency Time-domain analysis Time-frequency analysis Rolling bearing vibration nonstationary fault characteristic extraction Shafts

Author Community:

  • [ 1 ] [Jiang Z.]Department of Materials and Manufacturing, Beijing University of Technology, Beijing, China
  • [ 2 ] [Zhang K.]Department of Materials and Manufacturing, Beijing University of Technology, Beijing, China
  • [ 3 ] [Zhang X.]School of Mechanical Engineering, Xinjiang University, Urumqi, China
  • [ 4 ] [Xu Y.]Beijing Engineering Research Center of Precision Measurement Technology and Instruments, Beijing University of Technology, Beijing, China

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Source :

IEEE Transactions on Instrumentation and Measurement

ISSN: 0018-9456

Year: 2023

Volume: 72

Page: 1-1

5 . 6 0 0

JCR@2022

ESI Discipline: ENGINEERING;

ESI HC Threshold:19

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 25

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 9

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