DocumentCode
2477135
Title
Research of a new type intelligent controller and its application
Author
Gai, Xiaohua ; Liu, Shujun ; Zhang, Nanlun
Author_Institution
Dept. of Electron. & Electr. Eng., Nanyang Inst. of Technol., Nanyang
fYear
2008
fDate
25-27 June 2008
Firstpage
760
Lastpage
764
Abstract
According to error and error rate, the phase plane divisional control (PPDC) applies different actions in the phase plane to make the control system up to the requirement. This controlling structure makes the system possess the features of closed-open loop. Furthermore, just as the PID control, itpsilas unnecessary to build up a mathematical model for the controlled object. This paper combines neural network (NN) inverse model with PPDC to generate a new kind of intelligent controller - NN-PPDC. This controller gives real time relationship between the basic performance of the system response and the action logical divisional in the phase plane. Thus the control parameters in each divisional can make automatic on-line regulation in accordance with changing in the controlling process, possessing adaptive ability. The simulation and its application in the feed-supporting system for the square kilometer array (SKA) show that this controller has better synthesized performance and robustness.
Keywords
closed loop systems; intelligent control; neural nets; open loop systems; three-term control; closed-open loop; control system; intelligent controller; mathematical model; neural network inverse model; phase plane divisional control; square kilometer array; Automatic control; Automatic generation control; Control systems; Error analysis; Error correction; Intelligent networks; Inverse problems; Mathematical model; Neural networks; Three-term control; adaptive control; logic judgment; neural network; phase plane divisional;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4593017
Filename
4593017
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