Intelligent Machine Fault Diagnosis Using Convolutional Neural Networks and Transfer Learning.
Wentao ZhangTing ZhangGuohua CuiYing PanPublished in: IEEE Access (2022)
Keyphrases
- fault diagnosis
- transfer learning
- convolutional neural networks
- industrial systems
- neural network
- fault detection
- cross domain
- expert systems
- fuzzy logic
- active learning
- knowledge transfer
- fault detection and diagnosis
- machine learning
- gas turbine
- text categorization
- reinforcement learning
- multiple faults
- semi supervised learning
- monitoring and fault diagnosis
- intelligent systems
- rotating machinery
- operating conditions
- labeled data
- condition monitoring
- vibration signal
- machine learning algorithms
- transfer knowledge
- electronic equipment
- multi sensor information fusion
- power transformers
- analog circuits
- text mining
- collaborative filtering
- target domain
- learning algorithm
- chemical process
- knowledge base
- data sets
- control system
- prior knowledge
- input output
- unlabeled data