Preprocessing-Free Gear Fault Diagnosis Using Small Datasets With Deep Convolutional Neural Network-Based Transfer Learning.
Pei CaoShengli ZhangJiong TangPublished in: IEEE Access (2018)
Keyphrases
- fault diagnosis
- transfer learning
- neural network
- restricted boltzmann machine
- expert systems
- knowledge transfer
- machine learning
- cross domain
- deep learning
- labeled data
- reinforcement learning
- fault detection
- text categorization
- active learning
- learning algorithm
- fault detection and diagnosis
- fuzzy logic
- electronic equipment
- text classification
- operating conditions
- collaborative filtering
- condition monitoring
- rotating machinery
- chemical process
- gas turbine
- transfer knowledge
- analog circuits
- multiple faults
- multi sensor information fusion
- power transformers
- domain adaptation
- multi task
- data sets
- machine learning algorithms
- semi supervised learning
- k nearest neighbor
- monitoring and fault diagnosis
- feature extraction
- target domain
- decision trees