A selective fuzzy ARTMAP ensemble and its application to the fault diagnosis of rolling element bearing.
Zengbing XuYourong LiZhigang WangJianping XuanPublished in: Neurocomputing (2016)
Keyphrases
- monitoring and fault diagnosis
- fuzzy artmap
- fault diagnosis
- neural network
- incremental learning
- adaptive resonance theory
- training patterns
- fault detection
- bp neural network
- rbf neural network
- artificial neural networks
- power transformers
- fuzzy logic
- operating conditions
- back propagation
- fault detection and diagnosis
- test set
- expert systems
- chemical process
- condition monitoring
- electronic equipment
- rotating machinery
- gas turbine
- multi layer perceptron
- multiple faults
- multi sensor information fusion
- training algorithm
- multilayer perceptron
- radial basis function
- training data
- genetic algorithm
- power plant
- base classifiers
- training set
- decision trees
- vibration signal
- neural network model
- machine learning