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

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• Finished

  The Cyber-Physical Smart Factory of Electronic Parts and Components Manufacturing( III )

  Jiang, J.-R. (PI)

  1/10/18 → 30/11/19

  Project: Research

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

• Severe Anomaly Prognosis Using Multi-Class Imbalanced Deep Learning for Smart Factories

  Jiang, J.-R. (PI)

  1/08/18 → 31/10/19

  Project: Research

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