Neural network detection and identification of actuator faults in a pneumatic process control valve.
Mark KarpenkoNariman SepehriDavid H. ScusePublished in: CIRA (2001)
Keyphrases
- process control
- control system
- neural network
- fuzzy logic
- fault diagnosis
- closed loop
- intelligent control
- product quality
- working principle
- manufacturing process
- control algorithm
- fuzzy control
- control strategy
- dc motor
- semiconductor manufacturing
- object detection
- detection algorithm
- automatic identification
- back propagation
- genetic algorithm
- artificial neural networks
- fuzzy controller
- force control
- detection rate
- automatic detection
- neural network model
- real time
- control method
- detection method
- error detection
- control charts
- expert systems
- control scheme
- degrees of freedom
- bp neural network
- control law
- fault detection
- model based diagnosis
- false alarms