Gear spall detection by non-stationary vibration signal analysis

被引:0
|
作者
D'Elia, G. [1 ]
Delvecchio, S. [1 ]
Dalpiaz, G. [1 ]
机构
[1] Univ Ferrara, Dept Engn, I-44100 Ferrara, Italy
关键词
D O I
暂无
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This work seeks the diagnosis of gear local faults by non-stationary vibration signal analysis, such as continuos wavelet transform, Wigner-Ville distribution and cyclostationary analysis. The diagnostic capabilities of the foregoing techniques are discussed on the basis of simulated and experimental results, in particular tooth spalls of different sizes are artificially introduced along the gear tooth face via a drilling process. A vibration signal model including the effects of local faults in involute gears is presented. This model is applied to study the potential effectiveness of the considered processing techniques. After that, the vibration signals acquired from a gearbox in sound and faulty conditions are analyzed with the foregoing non-stationary signal processing techniques, in order to compare the effectiveness of the considered techniques for local fault diagnostics.
引用
收藏
页码:777 / 791
页数:15
相关论文
共 50 条
  • [31] Non-stationary signal noise suppression based on wavelet analysis
    Qu Wei
    Jia Xin
    Pei Shibing
    Wu Jie
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 4, PROCEEDINGS, 2008, : 303 - 306
  • [32] Non-stationary Signal Analysis Method Based on Adaptive CEEMD
    Xu B.
    Li H.
    Zhou F.
    Yan B.
    Yan D.
    Liu Y.
    Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2020, 40 (01): : 54 - 61
  • [33] Non-stationary signal classification using joint frequency analysis
    Sukittanon, S
    Atlas, LE
    Pitton, JW
    McLaughlin, J
    2003 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL VI, PROCEEDINGS: SIGNAL PROCESSING THEORY AND METHODS, 2003, : 453 - 456
  • [34] Non-Stationary Signal Analysis Using Time Frequency Transform
    Subrahmanyam, M. Kasi
    Biswal, Birendra
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 3, 2015, 33
  • [35] Modeling of Gear Transmissions Dynamics in Non-stationary Conditions
    Chaari, Fakher
    Haddar, Mohamed
    CYCLOSTATIONARITY: THEORY AND METHODS, 2014, : 109 - 124
  • [37] Stationary and non-stationary random vibration of oscillators with bilinear hysteresis
    Naess, A
    Moe, V
    INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, 1996, 31 (05) : 553 - 562
  • [38] Stationary and non-stationary random vibration of oscillators with bilinear hysteresis
    Faculty of Civil Engineering, Norwegian Univ. of Sci. and Technol., Rich. Birkelands vei 1a, N-7034 Trondheim, Norway
    International Journal of Non-Linear Mechanics, 1996, 31 (5 SPEC. ISS.): : 553 - 562
  • [39] Gear fault detection in gearboxes operated in non-stationary conditions based on variable sideband analysis without a tachometer
    Du, Nguyen Trong
    Dien, Nguyen Phong
    Nga, Nguyen Thi Thanh
    FRONTIERS IN MECHANICAL ENGINEERING-SWITZERLAND, 2022, 8
  • [40] Recognition Method Of Non-Stationary Mechanical Vibration Signal Based On Convolution Neural Network
    Li, Meixuan
    2020 5TH INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA 2020), 2020, : 217 - 221