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作者:

Du, Jianxi (Du, Jianxi.) | Cui, Lingli (Cui, Lingli.) (学者:崔玲丽) | Zhang, Jianyu (Zhang, Jianyu.) | Li, Jin (Li, Jin.) | Huang, Jinfeng (Huang, Jinfeng.)

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摘要:

This paper proposes a new method to realize the quantitative trend diagnosis of bearings based on Protrugram and Lempel-Ziv. Firstly, the fault features of original fault signals of bearing inner and outer race with different severity are extracted using Protrugram algorithm, and the optimal analysis frequency band is selected which reflects the fault characteristic. Then, the Lempel-Ziv complexity of the frequency band is calculated. Finally, the relationship between Lempel-Ziv complexity and fault size is obtained. Analysis results show that the severity of fault is proportional to the Lempel-Ziv complexity index value under different fault types. The Lempel-Ziv complexity showed different trend rules, respectively, in the inner and outer race, which realized the quantitative trend diagnosis of bearing faults.

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作者机构:

  • [ 1 ] [Du, Jianxi]Beijing Univ Technol, Key Lab Adv Mfg Technol, Beijing 100124, Peoples R China
  • [ 2 ] [Cui, Lingli]Beijing Univ Technol, Key Lab Adv Mfg Technol, Beijing 100124, Peoples R China
  • [ 3 ] [Zhang, Jianyu]Beijing Univ Technol, Key Lab Adv Mfg Technol, Beijing 100124, Peoples R China
  • [ 4 ] [Li, Jin]Beijing Univ Technol, Beijing Engn Res Ctr Precis Measurement Technol &, Beijing 100124, Peoples R China
  • [ 5 ] [Huang, Jinfeng]Beijing Univ Technol, Beijing Engn Res Ctr Precis Measurement Technol &, Beijing 100124, Peoples R China

通讯作者信息:

  • [Zhang, Jianyu]Beijing Univ Technol, Key Lab Adv Mfg Technol, Beijing 100124, Peoples R China

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来源 :

SHOCK AND VIBRATION

ISSN: 1070-9622

年份: 2018

卷: 2018

1 . 6 0 0

JCR@2022

ESI学科: ENGINEERING;

ESI高被引阀值:76

JCR分区:3

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 3

ESI高被引论文在榜: 0 展开所有

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