Dynamic modelling of a rotor-bearing-housing system including a localized fault

An in-depth understanding of the dynamic characteristics through rotor-bearing-housing systems is very valuable for fault detection and diagnosis applications of rotating machines such as high-speed spindle, roll mill, gearbox, engines, etc. A new vibration model of a rotor-bearing-housing system considering the rotor compliance, elastic interface between the housing and outer race, housing compliance, and time-dependent excitations introduced by a localized fault on the inner and outer races of an inherent ball bearing is proposed in this work. An analytical method for calculating the time-dependent excitations including the time-dependent displacement excitation and contact stiffness coefficient between the ball and fault edges is presented. Differences between vibration responses of a rotor-bearing-housing system from the proposed model and the previous model without the rotor compliance in the literature are discussed. The presented model is used to discuss the influences of all the rotor compliance, housing compliance, and fault sizes on the races of the inherent ball bearing on the vibration responses and vibration transmission characteristics through the rotor-bearing-housing system, which cannot be formulated by the current dynamic models in the listed references. An experimental study is introduced to validate the presented model. The results show that the rotor compliance and time-dependent contact stiffness coefficient caused by the fault have great influence on the dynamic characteristics through the rotor-bearing-housing system. It also seems that the developed method can provide a new vibration modelling method for the vibration analysis for a rotor-bearing-housing system with and without the faults.

[1]  Saeid Vafaei,et al.  Indicated repeatable runout with wavelet decomposition (IRR-WD) for effective determination of bearing-induced vibration , 2003 .

[2]  J. J. Blech,et al.  In Situ Determination of Rolling Bearing Stiffness and Damping by Modal Analysis , 1987 .

[3]  Kenneth A. Loparo,et al.  Estimation of the running speed and bearing defect frequencies of an induction motor from vibration data , 2004 .

[4]  Homer Rahnejat,et al.  An Experimental Investigation into Bearing-Induced Spindle Vibration , 1995 .

[5]  David,et al.  A New Model for Estimating Vibrations Generated in the Defective Rolling Element Bearings of the vibration response due to defects on rolling element bearings requires , 2011 .

[6]  F P Wardle,et al.  Vibration Forces Produced by Waviness of the Rolling Surfaces of Thrust Loaded Ball Bearings Part 2: Experimental Validation , 1988 .

[7]  Linkai Niu,et al.  A systematic study of ball passing frequencies based on dynamic modeling of rolling ball bearings with localized surface defects , 2015 .

[8]  Qi An,et al.  Influences of bearing housing deflection on vibration performance of cylinder roller bearing–rotor system , 2013 .

[9]  P. D. McFadden,et al.  Model for the vibration produced by a single point defect in a rolling element bearing , 1984 .

[10]  Yonghao Miao,et al.  Detection and recovery of fault impulses via improved harmonic product spectrum and its application in defect size estimation of train bearings , 2016 .

[11]  Jing Liu,et al.  Vibration analysis of ball bearings with a localized defect applying piecewise response function , 2012 .

[12]  L. D. Meyer,et al.  An Analytic Model for Ball Bearing Vibrations to Predict Vibration Response to Distributed Defects , 1980 .

[13]  Teik C. Lim,et al.  Impulse vibration transmissibility characteristics in the presence of localized surface defects in deep groove ball bearing systems , 2014 .

[14]  J D Smith Transmission of Smith shocks through rolling bearings , 1995 .

[15]  Fulei Chu,et al.  Stability analysis of a rotor-bearing system with time-varying bearing stiffness due to finite number of balls and unbalanced force , 2013 .

[16]  Zhengjia He,et al.  Dynamic Modeling and Vibration Response Simulation for High Speed Rolling Ball Bearings With Localized Surface Defects in Raceways , 2014 .

[17]  J. K. Dutt,et al.  Impact Force Based Model for Bearing Local Fault Identification , 2015 .

[18]  Kikuo Nezu,et al.  Design of mixture de-noising for detecting faulty bearing signals , 2005 .

[19]  Liang Guo,et al.  A recurrent neural network based health indicator for remaining useful life prediction of bearings , 2017, Neurocomputing.

[20]  Sadok Sassi,et al.  A Numerical Model to Predict Damaged Bearing Vibrations , 2007 .

[21]  Farid Golnaraghi,et al.  Effect of localized faults on chaotic vibration of rolling element bearings , 2008 .

[22]  Asoke K. Nandi,et al.  Support vector machines for detection and characterization of rolling element bearing faults , 2001 .

[23]  V. N. Patel,et al.  A Dynamic Model for Vibration Studies of Deep Groove Ball Bearings Considering Single and Multiple Defects in Races , 2010 .

[24]  Fengtao Wang,et al.  Dynamic modelling for vibration analysis of a cylindrical roller bearing due to localized defects on raceways , 2015 .

[25]  V. Purushotham,et al.  Multi-fault diagnosis of rolling bearing elements using wavelet analysis and hidden Markov model based fault recognition , 2005 .

[26]  Homer Rahnejat,et al.  The Vibrations of Radial Ball Bearings , 1985 .

[27]  Xuening Zhang,et al.  A comprehensive dynamic model to investigate the stability problems of the rotor–bearing system due to multiple excitations , 2016 .

[28]  Jing Liu,et al.  A new dynamic model for vibration analysis of a ball bearing due to a localized surface defect considering edge topographies , 2015 .

[29]  Hui Ma,et al.  Nonlinear dynamic analysis of a rotor-bearing-seal system under two loading conditions , 2013 .

[30]  Hamid Moeenfard,et al.  Nonlinear dynamic modeling of surface defects in rolling element bearing systems , 2009 .

[31]  Jose Mathew,et al.  A theoretical model to predict the effect of localized defect on vibrations associated with ball bearing , 2010 .

[32]  N. Tandon,et al.  Vibration Response of Rolling Element Bearings in a Rotor Bearing System to a Local Defect Under Radial Load , 2006 .

[33]  Carl Q. Howard,et al.  A nonlinear dynamic vibration model of defective bearings – The importance of modelling the finite size of rolling elements , 2015 .

[34]  Carl Q. Howard,et al.  Analyses of contact forces and vibration response for a defective rolling element bearing using an explicit dynamics finite element model , 2014 .

[35]  Homer Rahnejat,et al.  Bearing induced vibration in precision high speed routing spindles , 2000 .

[36]  Michael D. Bryant,et al.  Dynamic Modeling of Rolling Element Bearings With Surface Contact Defects Using Bond Graphs , 2011 .

[37]  Yimin Shao,et al.  Vibration transmission and energy dissipation through the gear-shaft-bearing-housing system subjected to impulse force on gear , 2017 .

[38]  Yaguo Lei,et al.  Tacholess Envelope Order Analysis and Its Application to Fault Detection of Rolling Element Bearings with Varying Speeds , 2013, Sensors.

[39]  H. Karagülle,et al.  Vibration analysis of rolling element bearings with various defects under the action of an unbalanced force , 2006 .

[40]  A. K. Wadhwani,et al.  Development of EBP-Artificial neural network expert system for rolling element bearing fault diagnosis , 2011 .

[41]  Ming J. Zuo,et al.  The effects of the shape of localized defect in ball bearings on the vibration waveform , 2013 .

[42]  Yimin Shao,et al.  Dynamic modeling for rigid rotor bearing systems with a localized defect considering additional deformations at the sharp edges , 2017 .

[43]  Yimin Shao,et al.  A New Model for the Relationship Between Vibration Characteristics Caused by the Time-Varying Contact Stiffness of a Deep Groove Ball Bearing and Defect Sizes , 2015 .

[44]  Giancarlo Genta,et al.  On a Persistent Misunderstanding of the Role of Hysteretic Damping in Rotordynamics , 2004 .

[45]  Satish C. Sharma,et al.  Vibration based performance prediction of ball bearings caused by localized defects , 2012 .

[46]  Aki Mikkola,et al.  Dynamic model of a deep-groove ball bearing including localized and distributed defects. Part 1: Theory , 2003 .

[47]  Rajendra Singh,et al.  VIBRATION TRANSMISSION THROUGH ROLLING ELEMENT BEARINGS, PART II: SYSTEM STUDIES , 1990 .

[48]  Xiaodong Jia,et al.  A novel strategy for signal denoising using reweighted SVD and its applications to weak fault feature enhancement of rotating machinery , 2017 .