Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control
نویسندگان
چکیده
منابع مشابه
Design of Adaptive Neural Network Controller for Thermal Power System Frequency Control
This paper deals with analytical and simulation approach for choice of activation functions and instead of a number of nodes for a class of neural network controllers for frequency control of thermal power systems. Neural network update laws are derived via Lyapunov like stability analysis. When number of nodes is fixed, then simulation analysis is conducted to find the best performer activatio...
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An adaptive neural network control scheme for thermal power system is described. No off-line training is required for the proposed neural network controller. 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. Performance of neural network controller is compared wi...
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ژورنال
عنوان ژورنال: Automatika
سال: 2011
ISSN: 0005-1144,1848-3380
DOI: 10.1080/00051144.2011.11828431