Time series multiple channel convolutional neural network with attention-based long short- term memory for predicting bearing remaining useful life

搜尋結果

• 已完成

  電子零組件生產之網實融合智慧工廠(3/3)

  Jiang, J.-R. (PI)

  1/10/18 → 30/11/19

  研究計畫: Research

  • Attention-based 100%
  • Long Short-term Memory 100%
  • Convolutional Neural Network 100%
  • Bearing Remaining Useful Life 100%
  • Multi-channel 100%

• 智慧工廠多類別不平衡深度學習嚴重異常徵兆預判

  Jiang, J.-R. (PI)

  1/08/18 → 31/10/19

  研究計畫: Research

  • Long Short-Term Memory 100%
  • Neural Network 100%
  • Convolutional Neural Network 96%
  • Attention-based 85%
  • Long Short-term Memory 85%