Title :
Fuzzy optimal control for double inverted pendulum
Author :
Al-Hadithi, Basil M. ; Barragán, Antonio Javier ; Andújar, José Manuel ; Jiménez, Agustín
Author_Institution :
Intell. Control Group, Univ. Politec. de Madrid, Madrid, Spain
Abstract :
In this paper a fuzzy optimal control for stabilizing an upright position a double inverted pendulum (DIP) is developed and compared. Modeling is based on Euler-Lagrange equations. This results in a complicated nonlinear fast reaction, unstable multivariable system. Firstly, the mathematical models of double pendulum system are presented. The weight variable fuzzy input is gained by combining the fuzzy control theory with the optimal control theory. Simulation results show that the controller, which the upper pendulum is considered as main control variable, has high accuracy, quick convergence speed and higher precision.
Keywords :
fuzzy control; multivariable systems; nonlinear control systems; optimal control; DIP; Euler-Lagrange equations; complicated nonlinear fast reaction; double inverted pendulum; fuzzy optimal control; unstable multivariable system; upright position stabilization; weight variable fuzzy input; Conferences; Electronics packaging; Fuzzy control; Fuzzy logic; Mathematical model; Neural networks; Optimal control; Linear quadratic regulator; Takagi-Sugeno model; double inverted pendulum;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4577-2118-2
DOI :
10.1109/ICIEA.2012.6360687