engleski

Adaptive Two Layers Neural Network Frequency Controller for Isolated Thermal Power System

An adaptive neural network control scheme for thermal power system is described. Neural network control scheme presented in this paper does not require off-line training. The online tuning algorithm and neural network architecture are described. The performance of the controller is illustrated via simulation for different changes in process parameters and for different disturbances. Performance of neural network controller is compared with conventional proportional-integral control scheme for frequency control in thermal power systems. Neural network control scheme described here is not linear-in-parameter. Neural network has two layers and nodes weights in both layers are tuned.

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