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Multi-View Information Fusion Fault Diagnosis Method Based on Attention Mechanism and Convolutional Neural Network

  • 【作者】Li, Hongmei,Huang, Jinying,Gao, Minjuan,Yang, Luxia,Bao, Yichen
  • 【刊名】Applied Sciences (Switzerland)
  • 【作者单位】aCollege of Computer Science and Technology, Taiyuan Normal University, Jinzhong, 030619, China;bSchool of Mechanical Engineering, North University of China, Taiyuan, 030051, China;cSchool of Computer Science and Engineering, South China University of Technology, Guangzhou, 510006, China
  • 【年份】2022
  • 【卷号】Vol.12 No.22
  • 【关键词】attention mechanism convolutional neural network fault diagnosis multi-view information fusion planetary gearbox 
  • 【摘要】 Multi-view information fusion can provide more accurate, complete and reliable data descriptions for monitoring objects, effectively improve the limitations and unreliability of single-view data. Existing multi-view information fusion based on deep l...
  • 【文献类型】 期刊
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