Implementation of fuzzy logic control based on PLC

A substantial portion of the literature on fuzzy control deals with the usage of fuzzy rules to implement PID type control and also fuzzy supervisory control. 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. We also present implementation of universal function block of fuzzy expert system and PID regulator for PLC Simatic S7 300/400. Control system with implemented fuzzy expert system and PID regulator and control system with implemented PS/PD regulator with visualizations are designed.

[1]  Michal Tutsch,et al.  Development Methods for Low Cost Industrial Control by WinPAC Controller and Measurement Cards in Matlab Simulink , 2010, 2010 Second International Conference on Computer Engineering and Applications.

[2]  Jirí Koziorek,et al.  An outline of advanced regulation techniques on PLC background and control systems with self tuning methods design , 2010, PDeS.

[3]  Renu Vig,et al.  Efficient Implementation of AES Algorithm in FPGA Device , 2007, International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007).

[4]  Robert Babuska,et al.  Intelligent adaptive control of bioreactors , 2003, J. Intell. Manuf..

[5]  Hassan B. Kazemian,et al.  The SOF-PID controller for the control of a MIMO robot arm , 2002, IEEE Trans. Fuzzy Syst..

[6]  K S Rangasamy,et al.  Intelligent Fuzzy Coordinated Control Scheme for Pressure Control Process , 2007 .

[7]  Masayoshi Tomizuka,et al.  Fuzzy gain scheduling of PID controllers , 1993, IEEE Trans. Syst. Man Cybern..

[8]  Abraham Kandel,et al.  Design and implementation of a fuzzy supervisor for on-line compensation of nonlinearities: An instability avoidance module , 2006, Eng. Appl. Artif. Intell..

[9]  Aidan O'Dwyer,et al.  Handbook of PI and PID controller tuning rules , 2003 .

[10]  S. Chand On-line, self-monitoring tuner for proportional integral derivative controllers , 1991, [1991] Proceedings of the 30th IEEE Conference on Decision and Control.

[11]  Wei Wang,et al.  Intelligence-based hybrid control for power plant boiler , 2002, IEEE Trans. Control. Syst. Technol..

[12]  Zafer Aydogmus,et al.  Implementation of a fuzzy-based level control using SCADA , 2009, Expert Syst. Appl..

[13]  Jirí Koziorek,et al.  An outline of Advanced Process Control and self tuning techniques on PLC background , 2010, 2010 IEEE 15th Conference on Emerging Technologies & Factory Automation (ETFA 2010).

[14]  S. Paramasivam,et al.  A fuzzy logic based supervisory hierarchical control scheme for real time pressure control , 2009, Int. J. Autom. Comput..

[15]  H. Van Nauta Lemke,et al.  Fuzzy PID supervisor , 1985, 1985 24th IEEE Conference on Decision and Control.