Health Assessment of Rolling Bearing based on Self-organizing Map and Restricted Boltzmann Machine
In order to conduct dynamic health assessment for the roller bearing and describe the dynamic process of its performance degradation accurately,by using the method of combining the Self-organizing map( SOM) and restricted Boltzmann machine( RBM) to implement the health assessment of rolling bearing....
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Main Authors: | Liu Hao, Xiong Xin, Wang Xiaojing, Guo Jiayu, Shen Jiexi |
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Format: | Article |
Language: | zho |
Published: |
Editorial Office of Journal of Mechanical Transmission
2017-01-01
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Series: | Jixie chuandong |
Subjects: | |
Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2017.06.005 |
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