Title :
An approach to PLC-based fuzzy control
Author :
Kocian, Jiri ; Koziorek, Jiri ; Pokorny, Miroslav
Author_Institution :
Dept. of Meas. & Control, VSB-Tech. Univ. of Ostrava, Ostrava, Czech Republic
Abstract :
Fuzzy control systems have been successfully applied in many cases to which conventional control algorithms are difficult and even impossible to be applied. Fuzzy models have received significant attention from various fields of interest. Especially so called the Takagi-Sugeno-type fuzzy model which superbly describes a nonlinear system. In this paper we present implementation of universal fuzzy PS/PD function block implemented to the PLC Simatic S7 300/400. Control system with implemented PS/PD regulator and visualization is designed. Fuzzy PS and PD regulator is designed also in Matlab for testing purposes.
Keywords :
PD control; control engineering computing; control system synthesis; data visualisation; fuzzy control; fuzzy set theory; nonlinear control systems; programmable controllers; PLC Simatic S7 300/400; PLC-based fuzzy control; PS-PD regulator; Takagi-Sugeno-type fuzzy model; control design; control system; fuzzy sets; nonlinear system; universal fuzzy PS-PD function block; visualization; Fuzzy control; Fuzzy sets; Niobium; Regulators; Software; Switches; PLC; control system; fuzzy; regulator; visualization;
Conference_Titel :
Intelligent Data Acquisition and Advanced Computing Systems (IDAACS), 2011 IEEE 6th International Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-1426-9
DOI :
10.1109/IDAACS.2011.6072766