Title :
Fractional-order controller design and digital implementation using FOMCON toolbox for MATLAB
Author :
Tepljakov, Aleksei ; Petlenkov, Eduard ; Belikov, Juri ; Finajev, Jevgeni
Author_Institution :
Dept. of Comput. Control, Tallinn Univ. of Technol., Tallinn, Estonia
Abstract :
In this paper, we present the suite of tools of the FOMCON (“Fractional-order Modeling and Control”) toolbox for MATLAB that are used to carry out fractional-order PID controller design and hardware realization. An overview of the toolbox, its structure and particular modules, is presented with appropriate comments. We use a laboratory object designed to conduct temperature control experiments to illustrate the methods employed in FOMCON to derive suitable parameters for the controller and arrive at a digital implementation thereof on an 8-bit AVR microprocessor. The laboratory object is working under a real-time simulation platform with Simulink, Real-Time Windows Target toolbox and necessary drivers as its software backbone. Experimental results are provided which support the effectiveness of the proposed software solution.
Keywords :
control system CAD; control system synthesis; digital control; multiprocessing systems; three-term control; AVR microprocessor; FOMCON toolbox; Matlab; Simulink; digital implementation; fractional-order PID controller design; fractional-order controller design; fractional-order modeling and control; laboratory object design; real-time windows target toolbox; temperature control experiments; Approximation methods; Heating; MATLAB; Optimization; Real-time systems;
Conference_Titel :
Computer Aided Control System Design (CACSD), 2013 IEEE Conference on
Conference_Location :
Hyderabad
DOI :
10.1109/CACSD.2013.6663486