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
Link To Document :
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