DocumentCode
402933
Title
An intelligent controller based on two neurons
Author
Wang, Ning ; Wu, Jian-Hua
Author_Institution
Nat. Key Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Volume
1
fYear
2003
fDate
2-5 Nov. 2003
Firstpage
576
Abstract
According to the neuron model and its learning strategy in [Wang Ning et al., 1991], the intelligent control method based on two neurons is presented in this paper. In this control system, the two neurons are used to structure the compound controller. One neuron acts as a feed-forward and PD controller, the other neuron acts as a PI controller. With an example of basis weight control, the simulation tests are made to demonstrate the effectiveness of the proposed controller in handing plants with uncertainties.
Keywords
PD control; PI control; feedforward; intelligent control; neurocontrollers; paper making machines; uncertain systems; weight control; PD controller; PI controller; basis weight control; compound controller; feedforward; intelligent control method; learning strategy; neurons; paper machine; Control systems; Electrical equipment industry; Industrial control; Intelligent control; Neurons; Paper making machines; Process control; Three-term control; Uncertainty; Weight control;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/ICMLC.2003.1264544
Filename
1264544
Link To Document