Electric Locomotive Bearing Fault Diagnosis Using a Novel Convolutional Deep Belief Network.
Haidong ShaoHongkai JiangHaizhou ZhangTianchen LiangPublished in: IEEE Trans. Ind. Electron. (2018)
Keyphrases
- condition monitoring
- fault diagnosis
- deep belief networks
- monitoring and fault diagnosis
- fault diagnostic
- deep learning
- unsupervised learning
- restricted boltzmann machine
- fault detection
- probabilistic model
- hierarchical models
- neural network
- generative model
- sparse coding
- machine learning
- fuzzy logic
- bp neural network
- operating conditions
- expert systems
- rbf neural network
- supervised learning
- multi sensor information fusion
- learning algorithm
- approximate inference
- probabilistic graphical models
- image representation
- active learning
- power plant
- training data
- feature extraction
- decision making
- image classification
- model selection