Title :
Nonlinear controller design based on polynomial and non-polynomial representation
Author :
Tsuge, Yuta ; Kawanishi, Michihiro ; Narikiyo, Tatsuo ; Jennawasin, Tanagorn
Author_Institution :
Dept. of Inf.-aided Technol., Toyota Technol. Inst., Nagoya, Japan
Abstract :
In this paper, to synthesize stabilizing controllers for nonlinear systems we develop nonlinear controller design methods based on polynomial representation and nonpolynomial representation using particle swarm optimization( PSO). To do this we derive the stability conditions of polynomial systems and non-polynomial systems for estimating domain of attraction(DOA) with input magnitude constraints. From these conditions stabilizing controllers of polynomial systems and non-polynomial systems are synthesized by using sum of squares (SOS) and PSO techniques respectively. Finally, obtained controllers are applied to Furuta pendulum and validity of these controllers is demonstrated by numerical simulations.
Keywords :
control system synthesis; nonlinear control systems; particle swarm optimisation; stability; DOA estimation; Furuta pendulum; PSO technique; SOS technique; domain of attraction estimation; nonlinear controller design; nonpolynomial representation; numerical simulations; particle swarm optimization; polynomial representation; stabilizing controller synthesis; sum of squares technique; Direction-of-arrival estimation; Level set; Linear matrix inequalities; Mathematical model; Polynomials; Stability analysis;
Conference_Titel :
Control & Automation (ICCA), 11th IEEE International Conference on
Conference_Location :
Taichung
DOI :
10.1109/ICCA.2014.6871029