Health condition evaluation method for motorized spindle on the basis of optimised VMD and GMM-HMM-Reference-Cited by-同舟云学术

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Health condition evaluation method for motorized spindle on the basis of optimised VMD and GMM-HMM

Published:2022-10-07 Issue:11-12 Volume:124 Page:4465-4477
ISSN:0268-3768
Container-title:The International Journal of Advanced Manufacturing Technology
language:en
Short-container-title:Int J Adv Manuf Technol

Author:

Yang Haiji,Li Guofa,He Jialong,Wang Liding,Nie Xinyu

Funder

Jilin Science and Technology Development Plan-Key R&D Program

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Computer Science Applications,Mechanical Engineering,Software,Control and Systems Engineering

Link

https://link.springer.com/content/pdf/10.1007/s00170-022-10202-6.pdf

Reference32 articles.

1. Liu ZF, Pan MH, Zhang AP (2015) Thermal characteristic analysis of high-speed motorized spindle system based on thermal contact resistance and thermal-conduction resistance. Int J Adv Manuf Tech 76(9–12):1913–1926. https://doi.org/10.1007/s00170-014-6350-1

2. Yang Z, Li X, Chen C (2019) Reliability assessment of the spindle systems with a competing risk model. Proc Inst Mech Eng O-J Risk Reliab 233(2):226–234. https://doi.org/10.1177/1748006X18770343

3. Zhang Z, Cheng Q, Qi B (2021) A general approach for the machining quality evaluation of S-shaped specimen based on POS-SQP algorithm and Monte Carlo method. Manuf Syst 60:553–568. https://doi.org/10.1016/j.jmsy.2021.07.020

4. Cheng Q, Qi B, Liu Z (2019) An accuracy degradation analysis of ball screw mechanism considering time-varying motion and loading working conditions. Mech Mach Theory 134:1–23. https://doi.org/10.1016/j.mechmachtheory.2018.12.024

5. Moumene I, Ouelaa N (2022) Gears and bearings combined faults detection using optimized wavelet packet transform and pattern recognition neural networks. Int J Adv Manuf Tech 120(7–8):4335–4354. https://doi.org/10.1007/s00170-022-08792-2

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