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

  • 【作者】Hongmei Li,Jinying Huang,Minjuan Gao,Luxia Yang,Yichen Bao
  • 【刊名】Applied Sciences
  • 【作者单位】1College of Computer Science and Technology, Taiyuan Normal University, Jinzhong 030619, China;2School of Mechanical Engineering, North University of China, Taiyuan 030051, China;3School of Computer Science and Engineering, South China University of Technology, Guangzhou 510006, China
  • 【年份】2022
  • 【卷号】Vol.12 No.11410
  • 【页码】11410
  • 【关键词】fault diagnosis multi-view information fusion convolutional neural network attention mechanism 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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