Optimizing Failure Diagnosis in Helical Gear Transmissions with Stochastic Gradient Descent Logistic Regression using Vibration Signal Analysis for Timely Detection-Reference-Cited by-同舟云学术

Optimizing Failure Diagnosis in Helical Gear Transmissions with Stochastic Gradient Descent Logistic Regression using Vibration Signal Analysis for Timely Detection

Published:2023-11-22 Issue: Volume: Page:
ISSN:1547-7029
Container-title:Journal of Failure Analysis and Prevention
language:en
Short-container-title:J Fail. Anal. and Preven.

Author:

Hammood Ahmed Salman,Taki Ahmed Ghazi,Ibrahim Naseem Sabah,Mohammed Jalal Ghanim,Jasim Rasool Khalid,Jasim Omar M.

Publisher

Springer Science and Business Media LLC

Subject

Mechanical Engineering,Mechanics of Materials,Safety, Risk, Reliability and Quality,General Materials Science

Link

https://link.springer.com/content/pdf/10.1007/s11668-023-01814-5.pdf

Reference39 articles.

1. V. Pourmostaghimi, F. Heidari, S. Khalilpourazary, M.R.C. Qazani, Application of evolutionary optimization techniques in reverse engineering of helical gears: an applied study. Axioms. (2023). https://doi.org/10.3390/axioms12030252

2. J. Du, L. Hu, J. Mao, Y. Zhang, Optimal vibration suppression modification method for high-speed helical gear transmission of battery electric vehicles under full working conditions. Machines. (2021). https://doi.org/10.3390/machines9100226

3. X. Tang, Y. Xu, X. Sun, Y. Liu, Y. Jia, F. Gu, A.D. Ball, Intelligent fault diagnosis of helical gearboxes with compressive sensing based non-contact measurements. ISA Trans. 133, 559–574 (2023). https://doi.org/10.1016/j.isatra.2022.07.020

4. P. Wang, C.-M. Lee, Fault diagnosis of a helical gearbox based on an adaptive empirical wavelet transform in combination with a spectral subtraction method. Appl. Sci. (2019). https://doi.org/10.3390/app9081696

5. S.A.M. Alshammari, M.M. Makrahy, N.M. Ghazaly, Fault diagnosis of helical gear through various vibration techniques in automotive gearbox. J. Mech. Des. Vib. 7, 21–26 (2019). https://doi.org/10.12691/jmdv-7-1-3

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