Multi-harmonic phase demodulation method for instantaneous angular speed estimation using harmonic weighting

被引:23
|
作者
Peeters, Cedric [1 ]
Antoni, Jerome [2 ]
Leclere, Quentin [2 ]
Verstraeten, Timothy [1 ]
Helsen, Jan [1 ]
机构
[1] Vrije Univ Brussel, Dept Mech Engn, Pleinlaan 2, Elsene, Belgium
[2] Univ Lyon, EA677, LVA, INSA Lyon, F-69621 Villeurbanne, France
关键词
Phase demodulation; Multiple harmonics; Vibration analysis; Condition monitoring; Rotational speed; ORDER TRACKING; ROTATIONAL SPEED; SIGNAL; GEARBOX;
D O I
10.1016/j.ymssp.2021.108533
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Phase demodulation is arguably the most used technique for the estimation of the instantaneous angular speed from vibration signals measured on rotating machinery. Although phase demodulation offers a straightforward approach to determine accurately the rotation speed of a particular shaft in a rotating machine, it does have strict limitations that can hinder the estimation accuracy and its overall reliability. In general, phase demodulation relies on the presence of a single harmonic with a high signal-to-noise ratio for the full duration of the measured vibration signal. Such a precondition hinders its applicability for a generic speed estimation approach for rotating machinery. There are copious real-world scenarios where this requirement is not met, especially given the increasing complexity and dynamic operating range of rotating machines nowadays. In such complex rotating systems, the deterministic signals are not necessarily all harmonically related to a fundamental harmonic. The presence of crossing harmonic orders from non-synchronous rotating components or of lightly damped structural resonances can significantly skew the instantaneous phase demodulation. This paper proposes a novel approach towards phase demodulation by both incorporating multiple harmonics in the demodulation process and also giving the individual harmonic phases time-dependent weighting. This combination of incorporating multiple harmonics and weighting them allows for fully exploiting the information contained within the vibration signal while also promising to be more robust to changing operating regimes. The proposed multi-harmonic demodulation method is investigated thoroughly by assessing its performance on simulated data, on two benchmark experimental data sets, and on a large wind turbine vibration data set consisting of thousands of vibration measurements.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] A novel multi-harmonic demodulation technique for instantaneous speed estimation
    Peeters, C.
    Antoni, J.
    Gioia, N.
    Guillaume, P.
    Helsen, J.
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING (ISMA2018) / INTERNATIONAL CONFERENCE ON UNCERTAINTY IN STRUCTURAL DYNAMICS (USD2018), 2018, : 847 - 854
  • [2] An enhanced instantaneous angular speed estimation method by multi-harmonic time-frequency realignment for wind turbine gearbox fault diagnosis
    Li, Cheng
    Wang, Yi
    Zhang, Guangyao
    Qin, Yi
    Tang, Baoping
    [J]. MEASUREMENT SCIENCE AND TECHNOLOGY, 2023, 34 (08)
  • [3] Robust Frequency Estimation of Multi-Harmonic Signals
    Azzollini, Ilario A.
    Bin, Michelangelo
    Bernard, Pauline
    Marconi, Lorenzo
    [J]. 2021 EUROPEAN CONTROL CONFERENCE (ECC), 2021, : 2633 - 2638
  • [4] Harmonic analysis method based on multi-harmonic source in power system
    Xia, Xiangyang
    Li, Lingli
    Yu, Hong
    Deng, Tanyu
    Luo, Jiping
    Huang, Hai
    Wang, Huan
    Xiang, Min
    Liu, Qifan
    [J]. Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2014, 45 (12): : 4239 - 4244
  • [5] High frequency demodulation technique for instantaneous angular speed estimation
    Bonnardot, Frederic
    Lizoul, Khalid
    Errafik, Saad
    Andre, Hugo
    Guillet, Francois
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 159
  • [6] The application of the multi-harmonic phase method to fault diagnosis of diesel engines
    [J]. Xiang, Yang, 1600, Editorial Board of Journal of Harbin Engineering (35):
  • [7] Multi-harmonic method optimizes power amplifiers
    Hofmann, M
    Suarez, A
    Collantes, JM
    Barataud, D
    [J]. MICROWAVES & RF, 1998, 37 (10) : 92 - +
  • [8] ALGORITHM FOR SIMULTANEOUS PARAMETER ESTIMATION OF A MULTI-HARMONIC SIGNAL
    Petrovikc, Predrag B.
    [J]. METROLOGY AND MEASUREMENT SYSTEMS, 2012, 19 (04) : 693 - 702
  • [9] Asynchronously sampled multi-harmonic signal estimation algorithm
    Lapuh, Rado
    [J]. I2MTC: 2009 IEEE INSTRUMENTATION & MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1-3, 2009, : 1539 - 1542
  • [10] MULTI-HARMONIC ANALYSIS OF DRY FRICTION DAMPED SYSTEMS USING AN INCREMENTAL HARMONIC-BALANCE METHOD
    PIERRE, C
    FERRI, AA
    DOWELL, EH
    [J]. JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME, 1985, 52 (04): : 958 - 964