Skip to main content
Log in

Vibration Analysis-Based Fault Diagnosis of a Dynamically Loaded Bearing with Distributed Defect

  • RESEARCH ARTICLE - SPECIAL ISSUE - Impact of Advanced Tribological Technologies on Modern Industry
  • Published:
Arabian Journal for Science and Engineering Aims and scope Submit manuscript

Abstract

This research paper presents the analysis of vibration generated due to the race waviness of rolling element bearing which is under external dynamic load. The waviness on races is modeled either by sinusoidal function or superposition of sinusoidal functions of different orders. The mathematical model developed to analyze elastic deformations at race-rollers contacts and nonlinear contact forces for a defect free bearing under static external loading is modified and extended to take dynamic load into account. The radial waviness on races at these contacts is introduced in order to determine un-balanced excitations causing the bearing to vibrate. The set of equations that represent the dynamics of system have been obtained by inputting the excitations to linear vibratory model of bearing system. The vibration response of bearing has been obtained by numerical simulation of state space model representing dynamics of bearing system. The spectra of vibration response are analyzed for different amplitude contribution of dynamic component of external load. The numerical results have been obtained for NJ204 bearing with known values of order and amplitude of waviness. For harmonic loading, the additional spectral components have been observed for each order of waviness on both outer and inner race. The additional spectral components have also been observed for outer race waviness modeled as superposition of different order waviness models, whereas for inner race, there is some amplitude variation in spectral components. The vibration frequencies resulting from various orders of waviness on races have been validated with those of prior researchers.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Abbreviations

A :

Amplitude of harmonic loading due to unbalanced mass

[A]:

State matrix

b :

Damping coefficient of element

[B]:

Input matrix

C d :

Load deformation constant

[C]:

Output matrix

d :

Diameter of roller

D :

Bearing pitch diameter

[D]:

Direct transmission matrix

E :

Modulus of elasticity

E′ :

Effective modulus of elasticity

f id :

Inner race ball passing frequency

f od :

Outer race ball passing frequency

f s :

Shaft frequency

F :

External radial load

h f :

Minimum film thickness

I :

Moment of Inertia of cross section of race

j :

jth revolution

J r :

Radial integral

K :

Stiffness of element

k :

kth rolling element from upward line of action of load

L :

Length of roller

\(m\) :

Order of waviness

M :

Mass of element

\(n\) :

nth rolling element from downward line of action of load

P d :

Diametral clearance of bearing

P :

Contact force

P max :

Maximum contact force

Q :

Input excitations

R :

Radius of neutral axis

R x, race :

Effective radius of roller and race contact in the direction of motion

t :

Instantaneous time

u :

Mean surface velocity relative to lubricated conjunctions in the direction of motion

\(w\) :

Magnitude of waviness

W :

External static loading

\({\text{WO}}\) :

Arbitrary value of waviness order

x :

State variable

X :

Dimensionless stiffness coefficient of fluid film

y :

Displacement of mass

Y :

Dimensionless damping coefficient of fluid film

z :

zth mode of flexural vibration

Z :

Number of rolling elements

\(\beta\) :

Amplitude of waviness

\(\varphi\) :

Phase difference

δ :

Contact deformation

\(\vartheta\) :

Load-defection coefficient

ψ l :

Extent of load zone

є :

Load distribution factor

є o :

Eccentricity ratio

\(\omega\) :

Angular frequency

ω nat :

Natural frequency

η :

Lubricant viscosity at bearing operating temperature at atmospheric pressure

ξ :

Lubricant viscosity pressure coefficient

λ k :

A constant

c :

Cage

ci:

Contact waviness of roller with inner race

co:

Contact waviness of roller with outer race

f :

Lubricating fluid

i :

Inner race

if:

Lubricant fluid for the conjunction of inner race and roller

l :

Line of action of external load

o :

Outer race

of:

Lubricant fluid for the conjunction of outer race and roller

r :

Rolling element

s:

Shaft

T :

Transpose

˙:

First derivative

¨:

Second derivative

{}:

A vector

References

  1. Sunnersjo, C.S.: Varying compliance vibrations of rolling bearings. J. Sound Vib. (1978). https://doi.org/10.1016/S0022-460X(78)80044-3

    Article  Google Scholar 

  2. Akturk, N.; Uneeb, M.; Gohar, R.: The effects of number of balls and preload on vibrations associated with ball bearings. J. Tribol. (1997). https://doi.org/10.1115/1.2833880

    Article  Google Scholar 

  3. Gustafsson, O.G.; Tallian, T.E.: Final report on study of the vibration characteristics of bearings. Technical Report AL69LO23. SKF Industries (1963). http://www.dtic.mil/dtic/tr/fulltext/u2/432979.pdf

  4. Yhland, E.M.: Waviness measurement—an instrument for quality control in rolling bearing industry. Proc. Inst. Mech. Eng. (1967). https://doi.org/10.1243/PIME_CONF_1967_182_341_02

    Article  Google Scholar 

  5. Yhland, E.M.: A Linear theory of vibration caused by ball bearings with form errors operating at moderate speeds. J. Tribol. (1992). https://doi.org/10.1115/1.2920894

    Article  Google Scholar 

  6. Meyer, L.D.; Weichbrodt, B.; Ahlgren, F.F.: An analytical model for ball bearing vibrations to predict vibration response to distributed defects. J. Mech. Des. (1980). https://doi.org/10.1115/1.3254731

    Article  Google Scholar 

  7. Choudhury, A.; Tandon, N.: A theoretical model to predict vibration response of rolling bearings to distributed defects under radial load. J. Vib. Acoust. (1998). https://doi.org/10.1115/1.2893808

    Article  Google Scholar 

  8. Wardle, F.P.: Vibration forces produced by waviness of the rolling surfaces of thrust loaded ball bearings part 1: theory. J. Mech. Eng. Sci. (1988). https://doi.org/10.1243/PIME_PROC_1988_202_127_02

    Article  Google Scholar 

  9. Wardle, F.P.: Vibration forces produced by waviness of the rolling surfaces of thrust loaded ball bearings part 2: experimental validation. J. Mech. Eng. Sci. (1988). https://doi.org/10.1243/PIME_PROC_1988_202_128_02

    Article  Google Scholar 

  10. Wardle, F.P.; Poon, S.Y.: Rolling bearing noise-cause and cure. Chart. Mech. Eng. 30, 36–40 (1983)

    Google Scholar 

  11. Akturk, N.: The effect of waviness on vibrations associated with ball bearings. J. Tribol. (1999). https://doi.org/10.1115/1.2834121

    Article  Google Scholar 

  12. Su, Y.T.; Lin, M.H.; Lee, M.S.: The effects of surface irregularities on roller bearing vibrations. J. Sound Vib. (1993). https://doi.org/10.1006/jsvi.1993.1270

    Article  Google Scholar 

  13. Tandon, N.; Choudhury, A.: A theoretical model to predict the vibration response of rolling bearings in a rotor bearing system to distributed defects under radial load. J. Tribol. (2000). https://doi.org/10.1115/1.555409

    Article  Google Scholar 

  14. Lynagh, N.; Rahnejat, H.; Ebrahimi, M.; Aini, R.: Bearing induced vibration in precision high speed spindles. Int. J. Mach. Tools Manuf. (2000). https://doi.org/10.1016/S0890-6955(99)00076-0

    Article  Google Scholar 

  15. Jang, G.H.; Jeong, S.W.: Nonlinear excitation model of ball bearings in a rigid rotor supported by two or more ball bearings considering five degrees of freedom. J. Tribol. (2002). https://doi.org/10.1115/1.1398289

    Article  Google Scholar 

  16. Jang, G.H.; Jeong, S.W.: Vibration analysis of a rotating system due to the effect of ball bearing waviness. J. Sound Vib. (2004). https://doi.org/10.1016/S0022-460X(03)00127-5

    Article  Google Scholar 

  17. Sopanen, J.; Mikkola, A.: Dynamic model of a deep-groove ball bearing including localized and distributed defects. Part 1: theory. J. Multi Body Dyn. (2003). https://doi.org/10.1243/14644190360713551

    Article  Google Scholar 

  18. Changqing, B.; Qingyu, X.: Dynamic model of ball bearings with internal clearance and waviness. J. Sound Vib. (2006). https://doi.org/10.1016/j.jsv.2005.10.005

    Article  Google Scholar 

  19. Babu, C.K.; Tandon, N.; Pandey, R.K.: Vibration modeling of a rigid rotor supported on the lubricated angular contact ball bearings considering six degrees of freedom and waviness on balls and races. J. Vib. Acoust. (2012). https://doi.org/10.1115/1.4005140

    Article  Google Scholar 

  20. Harsha, S.P.; Sandeep, P.; Prakash, R.: Non linear dynamic response of a rotor bearing system due to surface waviness. Nonlinear Dyn. (2004). https://doi.org/10.1023/B:NODY.0000042916.10351.ff

    Article  MATH  Google Scholar 

  21. Harsha, S.P.: The effect of ball size variation on nonlinear vibrations associated with ball bearings. J. Multi Body Dyn. (2004). https://doi.org/10.1243/1464419043541455

    Article  Google Scholar 

  22. Harsha, S.P.: Nonlinear dynamic analysis of a high-speed rotor supported by rolling element bearings. J. Sound Vib. (2006). https://doi.org/10.1016/j.jsv.2005.03.008

    Article  MATH  Google Scholar 

  23. Harsha, S.P.: Nonlinear dynamic response of a balanced rotor supported on rolling element bearings. Mech. Syst. Signal Process. (2005). https://doi.org/10.1016/j.ymssp.2004.04.002

    Article  Google Scholar 

  24. Harsha, S.P.; Kankar, P.K.: Stability analysis of a rotor bearing system due to surface waviness and number of balls. Int. J. Mech. Sci. (2004). https://doi.org/10.1016/j.ijmecsci.2004.07.007

    Article  MATH  Google Scholar 

  25. Kankar, P.K.; Satish, C.S.; Harsha, S.P.: Nonlinear vibration signature analysis of a high speed rotor bearing system due to race imperfection. J. Comput. Nonlinear Dyn. (2012). https://doi.org/10.1115/1.4004962

    Article  Google Scholar 

  26. Kankar, P.K.; Satish, C.S.; Harsha, S.P.: Vibration based performance prediction of ball bearings caused by localized defects. Nonlinear Dyn. (2012). https://doi.org/10.1007/s11071-011-0309-7

    Article  MathSciNet  Google Scholar 

  27. Dolenc, B.; Boskosh, P.; Juricic, D.: Distributed bearing fault diagnosis based on vibration analysis. Mech. Syst. Signal Process. (2016). https://doi.org/10.1016/j.ymssp.2015.06.007

    Article  Google Scholar 

  28. Cao, M.; Xiao, J.: A comprehensive dynamic model of double-row spherical roller bearing-model development and case studies on surface defects, preloads, and radial clearance. Mech. Syst. Signal Process. (2008). https://doi.org/10.1016/j.ymssp.2007.07.007

    Article  Google Scholar 

  29. Idriss, E.T.; Erkki, J.: Fault analysis of the wear fault development in rolling bearings. Eng. Fail. Anal. (2015). https://doi.org/10.1016/j.engfailanal.2015.08.013

    Article  Google Scholar 

  30. Ono, K.; Okada, Y.: Analysis of ball bearing vibrations caused by outer race waviness. J. Vib. Acoust. (1998). https://doi.org/10.1115/1.2893918

    Article  Google Scholar 

  31. Govardhan, T.; Choudhury, A.; Paliwal, D.: Vibration analysis of dynamically loaded bearing with distributed defect based on defect induced excitation. J. Dyn. Control (2018). https://doi.org/10.1007/s40435-017-0324-8

    Article  Google Scholar 

  32. Sassi, S.; Badri, B.; Thomas, M.: A Numerical model to predict damaged bearing vibrations. J. Vib. Control (2007). https://doi.org/10.1177/1077546307080040

    Article  MATH  Google Scholar 

  33. Weaver, W., Jr.; Timoshenko, S.P.; Young, D.H.: Vibration Problems in Engineering. John Willey, New York (1990)

    Google Scholar 

  34. Adams, M.L.: Rotating Machinery vibrations: Form Analysis to Trouble shooting. CRC Press, Boca Raton (2000)

    Book  Google Scholar 

  35. Hamrock, B.J.: Fundamentals of Fluid Film Lubrication. Mc-Graw Hill, Singapore (1994)

    Google Scholar 

  36. Hamrock, B.J.; Dowson, D.: Ball Bearing Lubrication-The Elastohydrodynamics of Elliptical Contacts. Wiley, New York (1981)

    Google Scholar 

  37. Harris, T.A.: Rolling Bearing Analysis. John Wiley, Chichester (1984)

    Google Scholar 

  38. Govardhan, T.; Choudhury, A.; Paliwal, D.: Vibration analysis of a rolling element bearing with localized defect under dynamic radial load. J. Vib. Eng. Technol. 5(2), 165–175 (2017)

    Google Scholar 

  39. Govardhan, T.; Choudhury, A.; Paliwal, D.: Numerical simulation and vibration analysis of dynamically loaded bearing with defect on rolling element. Int. J. Acoust. Vib. (2018). https://doi.org/10.20855/ijav.2018.23.31179

    Article  Google Scholar 

  40. Govardhan, T.; Choudhury, A.: Fault diagnosis of dynamically loaded bearing with localized defect based on defect-induced excitation. J. Fail. Anal. Prev. (2019). https://doi.org/10.1007/s11668-019-00668-0

    Article  Google Scholar 

Download references

Acknowledgements

This research work is presented at International tribology research symposium 2020 (ITRS 2020) on impact of tribology on society, conducted during 5th to 7th November 2020. The article ID is ITRS106.

Funding

This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Govardhan Tingarikar.

Ethics declarations

Conflict of interest

On behalf of all authors, the corresponding author states that there is no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Tingarikar, G., Choudhury, A. Vibration Analysis-Based Fault Diagnosis of a Dynamically Loaded Bearing with Distributed Defect. Arab J Sci Eng 47, 8045–8058 (2022). https://doi.org/10.1007/s13369-021-05862-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13369-021-05862-7

Keywords

Navigation