Pre-Processing-Free Gear Fault Diagnosis Using Small Datasets with Deep Convolutional Neural Network-Based Transfer Learning.
Pei CaoShengli ZhangJiong TangPublished in: CoRR (2017)
Keyphrases
- fault diagnosis
- transfer learning
- neural network
- restricted boltzmann machine
- machine learning
- labeled data
- expert systems
- deep learning
- cross domain
- fault detection
- knowledge transfer
- fault detection and diagnosis
- power transformers
- multi sensor information fusion
- operating conditions
- analog circuits
- fuzzy logic
- electronic equipment
- reinforcement learning
- rotating machinery
- domain adaptation
- condition monitoring
- semi supervised learning
- active learning
- data sets
- machine learning algorithms
- transfer knowledge
- gas turbine
- multiple faults
- chemical process
- feature extraction
- target domain
- text classification
- collaborative filtering
- learning algorithm
- text categorization
- unlabeled data
- training data
- multi task
- back propagation
- text mining
- learning process