DocumentCode :
3057022
Title :
GA based input-output feedback linearization controller for rotary inverted pendulum system
Author :
Hassanzadeh, Iraj ; Mobayen, Saleh
Author_Institution :
Control Eng. Dept., Univ. of Tabriz, Tabriz
fYear :
2008
fDate :
27-29 May 2008
Firstpage :
1
Lastpage :
6
Abstract :
This paper presents an optimum approach to design input-output feedback linearization (IOFL) controller for a rotary inverted pendulum (RIP) using the Binary Genetic Algorithm. Genetic Algorithms (GAs) are stochastic global search methods that emulate the process of natural evolution and because of their simplicity and robustness, they are more popular and applicable. The primary design goal is to minimize the integral absolute error of system angles and velocities and balance the pendulum in the inverted position by minimizing overshoot, settling time and rise time of step response. An objective function using these indexes is established. Then by minimizing the objective function using Binary Genetic algorithm, the optimal controller parameters can be assigned. Simulation results verified capable and competent characteristics of proposed optimal feedback linearization controller. The proposed method can be considered as a promising way for control of various similar nonlinear systems.
Keywords :
control system synthesis; feedback; genetic algorithms; linearisation techniques; minimisation; nonlinear control systems; optimal control; pendulums; robust control; search problems; stochastic processes; binary genetic algorithm; input-output feedback linearization controller design; integral absolute error minimisation; nonlinear control system; optimal control; robust control; rotary inverted pendulum system; stochastic global search method; Algorithm design and analysis; Control systems; Genetic algorithms; Linear feedback control systems; Nonlinear control systems; Optimal control; Robustness; Search methods; Stochastic processes; Time factors; Rotary inverted pendulum; SIMO controller; binary genetic algorithm; input-output feedback linearization; nonlinear model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Its Applications, 2008. ISMA 2008. 5th International Symposium on
Conference_Location :
Amman
Print_ISBN :
978-1-4244-2033-9
Electronic_ISBN :
978-1-4244-2034-6
Type :
conf
DOI :
10.1109/ISMA.2008.4648838
Filename :
4648838
Link To Document :
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