Bearing fault diagnosis using transfer learning and self-attention ensemble lightweight convolutional neural network.
Hongyu ZhongYong LvRui YuanDi YangPublished in: Neurocomputing (2022)
Keyphrases
- lightweight
- transfer learning
- fault diagnosis
- convolutional neural network
- monitoring and fault diagnosis
- neural network
- active learning
- labeled data
- knowledge transfer
- expert systems
- face detection
- reinforcement learning
- fault detection
- fuzzy logic
- semi supervised learning
- cross domain
- learning algorithm
- machine learning
- operating conditions
- collaborative filtering
- condition monitoring
- power transformers
- multiple faults
- multi sensor information fusion
- multi task
- text classification
- analog circuits
- transfer knowledge
- chemical process
- training set
- text categorization
- training data
- target domain
- back propagation
- unlabeled data
- knowledge discovery
- wireless sensor networks
- feature extraction
- computer vision