Roller Bearing Failure Analysis using Gaussian Mixture Models and Convolutional Neural Networks
Author:
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/s11668-022-01469-8.pdf
Reference38 articles.
1. M. S. Rathore, & S. P. Harsha. Rolling bearing prognostic analysis for domain adaptation under different operating conditions. Eng. Failure Anal., 106414 (2022)
2. A. Kumar, R. Kumar, Enhancing weak defect features using undecimated and adaptive wavelet transform for estimation of roller defect size in a bearing. Tribol. Trans. 60(5), 794–806 (2017)
3. F.H. Cakir, A. Sert, O.N. Celik, N. Dereoğlu, Maintenance error detection procedure and a case study of failure analysis locomotive diesel engine bearings. J. Fail. Anal. Prev. 18(2), 356–363 (2018)
4. D. Petersen, C. Howard, Z. Prime, Varying stiffness and load distributions in defective ball bearings: analytical formulation and application to defect size estimation. J. Sound Vib. 337, 284–300 (2015)
5. P.K. Kankar, S.C. Sharma, S.P. Harsha, Fault diagnosis of ball bearings using machine learning methods. Expert Syst. Appl. 38(3), 1876–1886 (2011)
Cited by 7 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Intelligent Wear Condition Prediction of Ball Bearings Based on Convolutional Neural Networks and Lubricating Oil;Journal of Failure Analysis and Prevention;2024-06-27
2. Underwater propeller fault diagnosis based on deep learning;International Conference on Mechatronic Engineering and Artificial Intelligence (MEAI 2023);2024-02-28
3. Bearing Fault Diagnosis using an Enhanced CBAM-based Multi-Feature Fusion CNN;2024 4th International Conference on Neural Networks, Information and Communication (NNICE);2024-01-19
4. Diagnosing bearing fault location, size, and rotational speed with entropy variables using extreme learning machine;Journal of the Brazilian Society of Mechanical Sciences and Engineering;2023-12-05
5. Fault Diagnostics and Faulty Pattern Analysis of High-Speed Roller Bearings Using Deep Convolutional Neural Network;Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems;2023-05-01
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3