Fault diagnosis of rolling element bearings using an EMRAN RBF neural network- demonstrated using real experimental data.
Ihab SamyIp-Shing FanSuresh PerinpanayagamPublished in: ICNC (2010)
Keyphrases
- experimental data
- rbf neural network
- fault diagnosis
- monitoring and fault diagnosis
- condition monitoring
- bp neural network
- neural network
- fault detection
- expert systems
- dynamic model
- vibration signal
- fuzzy logic
- power transformers
- radial basis function
- operating conditions
- hidden layer
- mathematical models
- pid controller
- analog circuits
- multiple faults
- machine learning
- mathematical model
- chemical process
- pattern recognition
- feature extraction