Fault diagnosis of an electro-pneumatic valve actuator using neural networks with fuzzy capabilities.
Faisel J. UppalRonald J. PattonPublished in: ESANN (2002)
Keyphrases
- fault diagnosis
- fuzzy logic
- control system
- neural network
- fuzzy sets
- membership functions
- soft computing
- fuzzy controller
- closed loop
- bp neural network
- fuzzy rules
- fault detection
- condition monitoring
- control strategy
- monitoring and fault diagnosis
- control algorithm
- back propagation
- working principle
- fault detection and diagnosis
- expert systems
- electronic equipment
- power transformers
- incipient fault
- operating conditions
- rbf neural network
- rotating machinery
- fuzzy inference
- control scheme
- fuzzy neural network
- real time
- fuzzy inference system
- computational intelligence
- soft computing methods
- industrial systems
- control method
- fault identification
- chemical process
- pid controller
- rule base
- artificial neural networks
- multi sensor information fusion
- fuzzy theory
- artificial intelligence
- fuzzy logic controller
- fuzzy systems
- fuzzy control
- genetic algorithm
- fuzzy clustering
- power plant
- bp algorithm
- analog circuits
- pid control
- multiple faults
- gas turbine
- fuzzy numbers
- neural network model
- rough sets
- decision making
- fault diagnostic