Title :
The application of rough set in polymerization reaction temperature control
Author :
Wang, Kairui ; Lv, Xiujiang ; Zhang, Guanglai
Author_Institution :
Inst. of Electr. & Electron. Eng., Changchun Univ. of Technol., Changchun, China
Abstract :
Polymerization reaction is a complicated course. The polymerization reactor temperature control system is a system of big time-variables, non-linear and time-delay. Conventional control theories get bad control effect on it. In view of this, rough set theory is introduced in this paper. Control parameter is regulated by fuzzy controller. We control the scale factors of fuzzy controller using rough set theory. At last, reduced control rules are concluded. The algorithm is simply and has good real-time capability. Simulation result showed that the method has satisfactory control effect.
Keywords :
delay systems; fuzzy control; nonlinear control systems; polymerisation; rough set theory; temperature control; fuzzy controller; polymerization reaction temperature control; rough set theory; Inductors; Niobium; Polymers; polymerization reaction; rough set; scale factor;
Conference_Titel :
Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-7957-3
DOI :
10.1109/CMCE.2010.5610137