An approach to fault diagnosis of reciprocating compressor valves using Teager-Kaiser energy operator and deep belief networks.
Van Tung TranFaisal AlThobianiAndrew D. BallPublished in: Expert Syst. Appl. (2014)
Keyphrases
- fault diagnosis
- deep belief networks
- neural network
- fault detection
- deep learning
- expert systems
- unsupervised learning
- fuzzy logic
- empirical mode decomposition
- rbf neural network
- bp neural network
- monitoring and fault diagnosis
- chemical process
- restricted boltzmann machine
- operating conditions
- energy minimization
- generative model
- hierarchical models
- machine learning
- non stationary
- genetic algorithm
- approximate inference
- multiscale
- feature extraction
- image processing
- knowledge base
- learning algorithm