Title :
A model reference intelligent controller using a single neuron
Author :
Ning, Wang ; Shuqing, Wang ; Jianming, Zhang
Author_Institution :
Nat. Key Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Abstract :
A model reference intelligent control method using a single neuron is proposed. In neuron control systems, the control objectives can be specified by a reference model. At the same time, the control systems keep the advantages of model-free control. With the example of a hydraulic turbine generating system, simulation experiments are carried out. The results illustrate that this new model-free control method is very simple and has good performance, strong robustness and adaptability. It can be directly used in practice
Keywords :
hydroelectric generators; intelligent control; learning (artificial intelligence); model reference adaptive control systems; neurocontrollers; robust control; adaptability; hydraulic turbine generating system; model reference intelligent controller; neuron control systems; strong robustness; Character generation; Control system synthesis; Control systems; Error correction; Hydraulic turbines; Intelligent control; Neurons; Supervised learning; Testing; Water;
Conference_Titel :
Info-tech and Info-net, 2001. Proceedings. ICII 2001 - Beijing. 2001 International Conferences on
Conference_Location :
Beijing
Print_ISBN :
0-7803-7010-4
DOI :
10.1109/ICII.2001.983804
