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Incipient fault characteristic extraction for gears by using MVMD and IDTW

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成果类型:
期刊论文
作者:
Chen, Xiangmin;Yao, Peng;Shu, Guoqiang;Zhang, Kang
通讯作者:
Chen, XM
作者机构:
[Chen, XM; Chen, Xiangmin; Zhang, Kang; Yao, Peng; Shu, Guoqiang] Changsha Univ Sci & Technol, Sch Energy & Power Engn, Changsha 410114, Peoples R China.
通讯机构:
[Chen, XM ] C
Changsha Univ Sci & Technol, Sch Energy & Power Engn, Changsha 410114, Peoples R China.
语种:
英文
关键词:
Multivariate variational mode decomposition;Improved dynamic time warping;Cross-correlation;Gear;Incipient fault
期刊:
Journal of Mechanical Science and Technology
ISSN:
1738-494X
年:
2024
卷:
38
期:
3
页码:
1027-1037
基金类别:
Hunan Provincial Natural Science Foundation of China [2018JJ3541]; Hunan Provincial Education Department of China [20B019, 21B0347]
机构署名:
本校为第一且通讯机构
院系归属:
能源与动力工程学院
摘要:
The fault characteristics of incipient fault gears are relatively weak and easily buried by background noise. Moreover, the characteristics of fault gears exhibit similarities to those of normal gears, which may easily lead to misdiagnosis or missed diagnosis. To address these problems, an improved dynamic time warping (IDTW) method is proposed, and a methodology that combines IDTW and multivariate variational mode decomposition (MVMD) is also developed to extract the fault characteristics of incipient fault gears. In the developed methodology, MVMD is utilized to decompose the vibration signa...

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