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Domain-Independent Gear Pitting Fault Diagnosis Using Transformer Encoder and LinSoftmax

Liang Zou Huixuan Ling Meng Lei Xin Fang Mingqi Cai Han Yu

大数据挖掘与分析(英文版)2025,Vol.8Issue(5):1127-1147,21.
大数据挖掘与分析(英文版)2025,Vol.8Issue(5):1127-1147,21.DOI:10.26599/BDMA.2025.9020018

Domain-Independent Gear Pitting Fault Diagnosis Using Transformer Encoder and LinSoftmax

Domain-Independent Gear Pitting Fault Diagnosis Using Transformer Encoder and LinSoftmax

Liang Zou 1Huixuan Ling 1Meng Lei 1Xin Fang 2Mingqi Cai 3Han Yu4

作者信息

  • 1. School of Information and Control Engineering and Engineering Research Center of Intelligent Control for Underground Space of Ministry of Education,China University of Mining and Technology,Xuzhou 221116,China
  • 2. School of Information Science and Technology,University of Science and Technology of China,Hefei 230026,China
  • 3. iFLYTEK Co.,Ltd.,Hefei 230088,China||National Intelligent Voice Innovation Center,Hefei 230088,China
  • 4. College of Computing and Data Science,Nanyang Technological University,Singapore 639798,Singapore
  • 折叠

摘要

关键词

gear pitting/Transformer/LinSoftmax/domain generalization

Key words

gear pitting/Transformer/LinSoftmax/domain generalization

引用本文复制引用

Liang Zou,Huixuan Ling,Meng Lei,Xin Fang,Mingqi Cai,Han Yu..Domain-Independent Gear Pitting Fault Diagnosis Using Transformer Encoder and LinSoftmax[J].大数据挖掘与分析(英文版),2025,8(5):1127-1147,21.

基金项目

This work was supported by the National Natural Science Foundation of China(Nos.62373360 and 62473368). (Nos.62373360 and 62473368)

大数据挖掘与分析(英文版)

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