Title :
Robust fuzzy digital PID controller design based on gain and phase margins specifications
Author :
Soares Pires, Danubia ; de Oliveira Serra, Ginalber Luiz
Author_Institution :
Dept. of Electroelectronics, Fed. Inst. of Educ., Sci. & Technol., Säo Luis, Brazil
Abstract :
A robust fuzzy digital PID control methodology based on gain and phase margins specifications, is proposed. A mathematical formulation, based on gain and phase margins specifications, the Takagi-Sugeno fuzzy model of the plant to be controlled, the structure of the digital PID controller and the time delay uncertain system, was developed. A multiobjective genetic strategy is defined to tune the fuzzy digital PID controller parameters, so the gain and phase margins specified to the fuzzy control system are get. An analysis of necessary and sufficient conditions for fuzzy digital PID controller design with robust stability, with the proposal of the two theorems, is presented. Experimental results show the efficiency of the proposed methodology, applying on a platform control in real time of a thermic plant through tracking of the reference and the gain and phase margins keeping closed of the specified ones.
Keywords :
control system synthesis; delays; digital control; fuzzy control; genetic algorithms; robust control; three-term control; uncertain systems; Takagi-Sugeno fuzzy model; fuzzy control system; gain margin specification; multiobjective genetic strategy; necessary conditions; phase margin specification; platform control; proportional-integral-derivative controller design; robust fuzzy digital PID controller design; robust stability; sufficient conditions; thermic plant; time delay uncertain system; Biological cells; Delay effects; Genetics; Heuristic algorithms; Process control; Real-time systems; Robustness;
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2014 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-2073-0
DOI :
10.1109/FUZZ-IEEE.2014.6891826