Title

Measurement of Instantaneous Shaft Speed by Advanced Vibration Signal Processing - Application to Wind Turbine Gearbox

Journal title

Metrology and Measurement Systems

Yearbook

2011

Issue

No 4

Authors

Urbanek, Jacek ; Barszcz, Tomasz ; Zimroz, Radosław ; Bartelmus, Walter ; Millioz, Fabien ; Martin, Nadine

Keywords

peed tracking ; speed estimation ; instantaneous frequency ; spectrogram ; wind turbines

Divisions of PAS

Nauki Techniczne

Coverage

701-712

Publisher

Polish Academy of Sciences Committee on Metrology and Scientific Instrumentation

Date

2011

Type

Artykuły / Articles

Identifier

DOI: 10.2478/v10178-011-0066-4 ; ISSN 2080-9050, e-ISSN 2300-1941

Source

Metrology and Measurement Systems; 2011; No 4; 701-712

References

Stander C. (2002), Using vibration monitoring for local fault detection on gears operating under fluctuating load conditions, Mechanical Systems and Signal Processing, 16, 6, 1005, doi.org/10.1006/mssp.2002.1479 ; Cempel Cz. (2007), Multidimensional condition monitoring of machines in nonstationary operation, Mechanical Systems and Signal Processing, 21, 1233, doi.org/10.1016/j.ymssp.2006.04.001 ; Bartelmus W. (2009), A new feature for monitoring the condition of gearboxes in non-stationary operating conditions, Mechanical Systems and Signal Processing, 23, 5, 1528, doi.org/10.1016/j.ymssp.2009.01.014 ; Grzadziela A. (2007), An analysis of possible assessment of hazards to ship shaft line, resulting from impulse load, Polish Maritime Research, 14, 3, 12, doi.org/10.2478/v10012-007-0013-1 ; Bartelmus W. (2010), Modelling of gearbox dynamics under time varying non-stationary operation for distributed fault detection and diagnosis, European Journal of Mechanics - A/Solids, 29, 637, doi.org/10.1016/j.euromechsol.2010.03.002 ; Stander C. (2002), Using vibration monitoring for local fault detection on gears operating under fluctuating load conditions, Mechanical Systems and Signal Processing, 16, 6, 1005. ; Zhan Y. (2004), Adaptive state detection of gearboxes under varying load conditions based on parametric modelling, Mechanical Systems and Signal Processing, 20, 1, 188, doi.org/10.1016/j.ymssp.2004.08.004 ; Timusk M. (2008), Fault detection using transient machine signals, Mechanical Systems and Signal Processing, 23, 1724, doi.org/10.1016/j.ymssp.2008.01.013 ; Baydar N. (2002), Detection of gear deterioration under varying load conditions by using the instantaneous power spectrum, Mechanical Systems and Signal Processing, 14, 6, 907, doi.org/10.1006/mssp.1999.1281 ; Urbanek J. (2011), Comparison of amplitude based and phase based methods for speed tracking in application to wind turbines, Metrology and Measurement Systems, 18, 2, 295, doi.org/10.2478/v10178-011-0011-z ; Barszcz T. (2009), Application of spectral kurtosis for detection of a tooth crack in the planetary gear of a wind turbine, Mechanical Systems And Signal Processing, 23, 4, 1352, doi.org/10.1016/j.ymssp.2008.07.019 ; Barszcz T. (2004), Proposal of new method of mechanical vibration measurement, Metrology and Measurement Systems, 11, 4, 409. ; Barszcz T. (2011), Wind turbines states classification by a fuzzy-ART neural network with a stereographic projection as a signal normalization, Lecture Notes in Computer Science, 6594/2011, 225, doi.org/10.1007/978-3-642-20267-4_24 ; Barszcz T. (2010), ART-type artificial neural networks applications for classification of operational states in wind turbines, Lecture Notes in Computer Science, 6114/2010, 11, doi.org/10.1007/978-3-642-13232-2_2 ; W Bartelmus (2009), Vibration condition monitoring of planetary gearbox under varying external load, Mechanical Systems and Signal Processing, 23, 1, 246, doi.org/10.1016/j.ymssp.2008.03.016 ; Coats M. (2009), Extraction of tach information from a vibration signal for improved synchronous averaging, null. ; Boashash B. (1992), Estimating and Interpreting The Instantaneous Frequency of a Signal-Part 1: Fundamentals, Proceedings of the IEEE, 80, 4, 520, doi.org/10.1109/5.135376 ; Boashash B. (1992), Estimating and Interpreting the Instantaneous Frequency of a Signal-Part 2: Algorithms and Applications, Proceedings of the IEEE, 80, 4, 540, doi.org/10.1109/5.135378 ; Borkowski D. (2005), On-line instantaneous frequency estimation and voltage/current coherent resampling metod, Metrology and Measurement Systems, 12, 1, 59. ; Sedlacek M. (2005), Digital measurement of phase difference - a comparative study of DSP algorithms, Metrology and Measurement Systems, 12, 4, 427. ; Bonnardot F. (2005), Use of the acceleration signal of a gearbox in order to perform angular resampling (with limited speed fluctuation), Mechanical Systems and Signal Processing, 19, 766, doi.org/10.1016/j.ymssp.2004.05.001 ; Wallace D. (1988), Hilbert transform techniques for measurement of transient gear speeds, Mechanical Systems and Signal Processing, 2, 2, 187, doi.org/10.1016/0888-3270(88)90042-8 ; Combet F. (2007), An automated methodology for performing time synchronous averaging of a gearbox signal without speed sensor, Mechanical Systems and Signal Processing, 21, 6, 2590, doi.org/10.1016/j.ymssp.2006.12.006 ; Combet F. (2009), A new method for the estimation of the instantaneous speed relative fluctuation in a vibration signal based on the short time scale transform, Mechanical Systems and Signal Processing, 23, 4, 1382, doi.org/10.1016/j.ymssp.2008.07.001 ; Zimroz R. (2006), Time varying outer load and speed estimation by vibration analysis - application to planetary gearbox diagnosis in a mining bucket wheel excavator, Diagnostics, 4, 7. ; Millioz F. (2006), Time-Frequency Segmentation for Engine Speed Monitoring, null. ; Zimroz R. (2010), A procedure of vibration analysis from planetary gearbox under non-stationary cyclic operations for instantaneous frequency estimation in time-frequency domain, null. ; <i>Proceedings of the IEEE</i>. (1996). Special Issue on Time Frequency Analysis, 84(9), 1194-1345. ; Gryllias K. (2009), Application of the Energy operator separation algorithm (EOSA) for the instantaneous amplitude and Frequency calculation of nonlinear dynamic systems response, null. ; Christos Y. (2009), Instantaneous frequency in rotating machinery using a harmonic signal decomposition (HARD) parametric method, null. ; Jabloun M. (2008), Estimation of the amplitude and the frequency of nonstationary short-time signals, Signal Processing, 88, 7, 1636, doi.org/10.1016/j.sigpro.2007.12.014