DocumentCode
2331731
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
fYear
2012
fDate
18-20 July 2012
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics and Applications (ICIEA), 2012 7th IEEE Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4577-2118-2
Type
conf
DOI
10.1109/ICIEA.2012.6360687
Filename
6360687
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