Title :
Neuron controller with fuzzy gain scheduling based on Takagi-Sugeno scheme for hydraulic turbine generators
Author :
Zhang, Wei ; Wang, Ning ; Tao, JiLi
Author_Institution :
Nat. Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
A neuron model-free control method with fuzzy gain scheduling is presented in this paper. A single neuron is designed to produce control signal in model-free way, and the gain of the neuron controller is tuned by Takagi-Sugeno fuzzy scheme. Simulation tests of a hydraulic turbine generator working under different operating conditions are made. The results show good performance and strong robustness of the proposed method.
Keywords :
fuzzy control; hydroelectric generators; neurocontrollers; scheduling; Takagi-Sugeno fuzzy scheme; fuzzy gain scheduling; hydraulic turbine generators; neuron controller; neuron model-free control; Control systems; Generators; Hydraulic turbines; Load modeling; Neurons; Process control; Takagi-Sugeno model; Hydraulic turbine generators; Neuron model-free control; Takagi-Sugeno fuzzy scheme;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554752
