Iranian Journal of Mechanical Engineering Transactions of ISME

Iranian Journal of Mechanical Engineering Transactions of ISME

Analytical, Numerical and Experimental Investigation of Wheel and Bo-gie Axle Vibrations to Identify Bearing Defects

Authors
1 M.Sc. Student, Faculty of Mechanical and Energy Engineering, Shahid Beheshti University, Tehran, Iran
2 Assistant Professor, Faculty of Mechanical and Energy Engineering, Shahid Beheshti University, Tehran, Iran
Abstract
With the increasing development of the railway industry, the inspection of bogie axle bearing defects has become more important. This article presents the model of 14 degrees of freedom of the wheel and bogie axle. After obtaining the equations governing the system's movement by analytical method and their linearization, the system's natural frequencies are calculated at different working speeds. In the following, the experimental results obtained from the laboratory setup are presented. The results obtained from the analytical method are verified by the experimental results and the results of Ansys software. Then, taking into account that the existence of failure in the bearing reduces the stiffness coefficient in the bearing, the effect of the failure of the bearing on the natural frequencies of the system is investigated. The results show that the second and fourth critical speeds of the system decrease as the axle bearings are damaged. Also, the effect of the failure of one of the bogie bearings has also been studied for a better understanding.
Keywords

Subjects


[1]        S. W. Hong, and J. H. Park, "Dynamic Analysis of Multi-stepped, Distributed Parameter Rotor-bearing Systems," Journal of Sound and Vibration, Vol. 227, No. 4, pp. 769-785, 1999/11/04/ 1999, doi: https://doi.org/10.1006/jsvi.1999.2384.
 
[2]        S. Chatterton, P. Pennacchi, A. Vania, and P. Borghesani, "Architecture of the Monitoring System for the Traction System Bearings of a Regional Locomotive," in Proceedings of the 9th IFToMM International Conference on Rotor Dynamics, Cham, P. Pennacchi, Ed., (In: Pennacchi, P. (eds)) 2015// 2015: Springer International Publishing, Springer, Cham, Vol. 21, pp. 455-464, doi: https://doi.org/10.1007/978-3-319-06590-8_36.
 
[3]        P. Pennacchi, S. Chatterton, A. Vania, and L. Xu, "Diagnostics of Bearings in Rolling Stocks: Results of Long Lasting Tests for a Regional Train Locomotive," in Proceedings of the 10th International Conference on Rotor Dynamics – IFToMM, Cham, K. L. Cavalca and H. I. Weber, Eds., 2019// 2019: Springer International Publishing, Springer, Cham, pp. 321-335, doi: https://doi.org/10.1007/978-3-319-99268-6_23.
 
[4]        X. Zhang, Q. Han, Z. Peng, and F. Chu, "Stability Analysis of a Rotor–bearing System with Time-varying Bearing Stiffness due to Finite Number of Balls and Unbalanced Force," Journal of Sound and Vibration, Vol. 332, No. 25, pp. 6768-6784, 2013/12/09/ 2013, doi: https://doi.org/10.1016/j.jsv.2013.08.002.
 
[5]        Z. Li, J. Chen, Y. Zi, and J. Pan, "Independence-oriented VMD to Identify Fault Feature for Wheel Set Bearing Fault Diagnosis of High Speed Locomotive," Mechanical Systems and Signal Processing, Vol. 85, pp. 512-529, 2017/02/15/ 2017, doi: https://doi.org/10.1016/j.ymssp.2016.08.042.
 
[6]        Y. Liu, Z. Chen, W. Zhai, and K. Wang, "Dynamic Investigation of Traction Motor Bearing in a Locomotive under Excitation from Track Random Geometry Irregularity," International Journal of Rail Transportation, Vol. 10, No. 1, pp. 72-94, 2022/01/02 2022, doi: https://doi.org/10.1080/23248378.2020.1867658.
 
[7]        Y. Liu, Z. Chen, W. Li, and K. Wang, "Dynamic Analysis of Traction Motor in a Locomotive Considering Surface Waviness on Races of a Motor Bearing," Railway Engineering Science, Vol. 29, No. 4, pp. 379-393, 2021/12/01 2021, doi: https://doi.org/10.1007/s40534-021-00246-x.
[8]        Y. Liu, Z. Chen, J. Ning, K. Wang, and W. Zhai, "Improved Dynamics Model of Locomotive Traction Motor with Elasticity of Rotor Shaft and Supporting Bearings," Chinese Journal of Mechanical Engineering, Vol. 35, No. 1, p. 90, 2022/07/14 2022, doi: https://doi.org/10.1186/s10033-022-00762-9.
 
[9]        M. Papaelias, A. Amini, Z. Huang, P. Vallely, D. C. Dias, and S. Kerkyras, "Online Condition Monitoring of Rolling Stock Wheels and Axle Bearings," Proceedings of the Institution of Mechanical Engineers, Part F: Journal of Rail and Rapid Transit, Vol. 230, No. 3, pp. 709-723, 2016/03/01 2014, doi: https://doi.org/10.1177/0954409714559758.
 
[10]      J. Liu, and S. Du, "Dynamic Analysis of a High-speed Railway Train with the Defective Axle Bearing," The International Journal of Acoustics and Vibration, Vol. 25, pp. 525-531, 12/30 2020, doi: http://dx.doi.org/10.20855/ijav.2020.25.41701.
 
[11]      F. Deng, C. Liu, Y. Liu, and R. Hao, "A Hybrid SVD-based Denoising and Self-adaptive TMSST for High-speed Train Axle Bearing Fault Detection," Sensors, Vol. 21, No. 18, doi: https://doi.org/10.3390/s21186025.
 
[12]      L. Kou, Y. Qin, X. Zhao, and X. Chen, "A Multi-dimension End-to-end CNN Model for Rotating Devices Fault Diagnosis on High-speed Train Bogie," IEEE Transactions on Vehicular Technology, Vol. 69, No. 3, pp. 2513-2524, 2020, doi: https://doi.org/10.1109/TVT.2019.2955221.
 
[13]      J. Liu, X. Li, and W. Yu, "Vibration Analysis of the Axle Bearings Considering the Combined Errors for a High-speed Train," Proceedings of the Institution of Mechanical Engineers, Part K: Journal of Multi-body Dynamics, Vol. 234, No. 3, pp. 481-497, 2020/09/01 2020, doi: https://doi.org/10.1177/1464419320917235.
 
[14]      T.-C. I. Aravanis, J. S. Sakellariou, and S. D. Fassois, "Spectral Analysis of Railway Vehicle Vertical Vibration under Normal Operating Conditions," International Journal of Rail Transportation, Vol. 4, No. 4, pp. 193-207, 2016/10/01 2016, doi: https://doi.org/10.1080/23248378.2016.1221749.
 
[15]      X. Tan, J. He, C. Xi, X. Deng, X. Xi, W. Chen, and H. He, "Dynamic Modeling for Rotor-bearing System with Electromechanically Coupled Boundary Conditions," Applied Mathematical Modelling, Vol. 91, pp. 280-296, 2021/03/01/ 2021, doi: https://doi.org/10.1016/j.apm.2020.09.042.
                                                                                                                
[16]      M. L. Adams, "Rotating Machinery Vibration," Second Edition Edition, New York: CRC Press, 2009, Ch. 2, Sec. 2.2, pp. 39-41, doi: https://doi.org/10.1201/9781439847558.

  • Receive Date 24 December 2022
  • Revise Date 15 May 2023
  • Accept Date 04 October 2023