Vibration signal modeling of a planetary gear set for tooth crack detection

Abstract In a planetary gearbox, there are multiple vibration sources, and the transmission path of vibration signals changes due to the rotation of the carrier. This study aims to model the vibration signals of a planetary gearbox and investigate the vibration properties in the healthy condition and in the cracked tooth condition. A dynamic model is developed to simulate the vibration source signals. A modified Hamming function is proposed to represent the effect of the transmission path. By incorporating the effect of multiple vibration sources and the effect of transmission path, resultant vibration signals of a planetary gearbox are obtained. Through analyzing the resultant vibration signals, some vibration properties of a planetary gearbox are revealed and the fault symptoms of sun gear tooth crack are identified and located. Finally, the proposed approach is experimentally verified.

[1]  Robert G. Parker,et al.  Nonlinear Vibration of Gears With Tooth Surface Modifications , 2013 .

[2]  Robert B. Randall,et al.  Application of spectral kurtosis for detection of a tooth crack in the planetary gear of a wind turbine , 2009 .

[3]  Jonathan A. Keller,et al.  Detection of a fatigue crack in a UH-60A planet gear carrier using vibration analysis , 2006 .

[4]  Yimin Shao,et al.  Dynamic simulation of planetary gear with tooth root crack in ring gear , 2013 .

[5]  David G. Lewicki,et al.  Planetary Gearbox Fault Detection Using Vibration Separation Techniques , 2011 .

[6]  Ales Belsak,et al.  Detecting cracks in the tooth root of gears , 2007 .

[7]  George Vachtsevanos,et al.  A novel blind deconvolution de-noising scheme in failure prognosis , 2010 .

[8]  J. Antoni Blind separation of vibration components: Principles and demonstrations , 2005 .

[9]  Ming J. Zuo,et al.  Analytically evaluating the influence of crack on the mesh stiffness of a planetary gear set , 2014 .

[10]  Ahmet Kahraman,et al.  Load sharing characteristics of planetary transmissions , 1994 .

[11]  Yaguo Lei,et al.  Fault detection of planetary gearboxes using new diagnostic parameters , 2012 .

[12]  D. C. H. Yang,et al.  Hertzian damping, tooth friction and bending elasticity in gear impact dynamics , 1987 .

[13]  Robert G. Parker,et al.  Analytical Characterization of the Unique Properties of Planetary Gear Free Vibration , 1999 .

[14]  Ahmet Kahraman,et al.  A dynamic model to predict modulation sidebands of a planetary gear set having manufacturing errors , 2010 .

[15]  Jie Liu,et al.  An Extended Wavelet Spectrum for Bearing Fault Diagnostics , 2008, IEEE Transactions on Instrumentation and Measurement.

[16]  Ahmet Kahraman,et al.  A theoretical and experimental investigation of modulation sidebands of planetary gear sets , 2009 .

[17]  Ming J. Zuo,et al.  Simulation of spur gear dynamics and estimation of fault growth , 2008 .

[18]  Ming J. Zuo,et al.  Evaluating the time-varying mesh stiffness of a planetary gear set using the potential energy method , 2014 .

[19]  Zaigang Chen,et al.  Mesh stiffness calculation of a spur gear pair with tooth profile modification and tooth root crack , 2013 .

[20]  Fakher Chaari,et al.  Effect of spalling or tooth breakage on gearmesh stiffness and dynamic response of a one-stage spur gear transmission , 2008 .

[21]  Robert G. Parker,et al.  An investigation of tooth mesh nonlinearity and partial contact loss in gear pairs using a lumped-parameter model , 2012 .

[22]  R. Priyadarshini,et al.  非較正分光計,電流測定,数値シミュレーションを適用した空気中誘電体バリア放電の定量的特性化 , 2012 .

[23]  Zaigang Chen,et al.  Dynamic Features of a Planetary Gear System With Tooth Crack Under Different Sizes and Inclination Angles , 2013 .

[24]  Qin Guo-jun,et al.  PITTING DAMAGE LEVELS ESTIMATION FOR PLANETARY GEAR SETS BASED ON MODEL SIMULATION AND GREY RELATIONAL ANALYSIS , 2011 .

[25]  Fakher Chaari,et al.  Dynamic analysis of a planetary gear failure caused by tooth pitting and cracking , 2006 .

[26]  Ming J. Zuo,et al.  Vibration signal models for fault diagnosis of planetary gearboxes , 2012 .

[27]  Ming J. Zuo,et al.  Understanding vibration properties of a planetary gear set for fault detection , 2014, 2014 International Conference on Prognostics and Health Management.

[28]  Yimin Shao,et al.  Dynamic features of planetary gear set with tooth plastic inclination deformation due to tooth root crack , 2013 .

[29]  Robert G. Parker,et al.  Mesh Phasing Relationships in Planetary and Epicyclic Gears , 2004 .

[30]  Fakher Chaari,et al.  Influence of manufacturing errors on the dynamic behavior of planetary gears , 2006 .

[31]  Ming Jian Zuo,et al.  Crack propagation assessment for spur gears using model-based analysis and simulation , 2012, J. Intell. Manuf..

[32]  Robert G. Parker,et al.  Analytical investigation of tooth profile modification effects on planetary gear dynamics , 2013 .

[33]  Daming Lin,et al.  A review on machinery diagnostics and prognostics implementing condition-based maintenance , 2006 .