ABSTRACT
In Chapter 8 we focused on the Kalman filter and its methodology for fault isolation in gas turbines. The present chapter presents the neural networks for fault detection and isolation techniques in gas turbines. Also, a comparison is made between the Kalman filter and neural networks for the fault isolation problem. A special type of neural network named the autoassociative neural network (AANN), which is useful for sensor validation, is also discussed.
