DocumentCode
2473298
Title
Fuzzy control of a quintuple inverted pendulum with the LQR method and 2-ary fuzzy piecewise interpolation function
Author
Luo, Cheng ; Hu, Dewen ; Pang, Yaodong ; Zhu, Xiaocai ; Dong, Guohua
Author_Institution
Dept. of Autom. Control, Nat. Univ. of Defense Technol., Changsha
fYear
2006
fDate
13-15 Dec. 2006
Firstpage
6307
Lastpage
6312
Abstract
This paper focuses on controlling a quintuple inverted pendulum (IP) using linear quadratic regulator (LQR) and fuzzy control method. First, the mathematical model of the quintuple IP is presented, and its controllability is verified. Based on the discussion of multiple factors related to the stability of the IP and the LQR theory, a non-diagonal weight matrix is constructed and a method to set the value of the matrix elements is suggested. Finally, an efficient fuzzy controller based on 2-ary piecewise interpolation function is designed, and the simulation of the quintuple IP is described in detail. The results of the simulation show the validation of the proposed method
Keywords
controllability; fuzzy control; interpolation; linear quadratic control; matrix algebra; pendulums; 2-ary fuzzy piecewise interpolation function; LQR method; fuzzy control; fuzzy controller; linear quadratic regulator; mathematical model; matrix element; nondiagonal weight matrix; quintuple inverted pendulum; Control systems; Error correction; Fuzzy control; Fuzzy systems; Intelligent control; Interpolation; Mathematical model; Nonlinear control systems; Stability; USA Councils; LQR; fuzzy control; quintuple IP;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2006 45th IEEE Conference on
Conference_Location
San Diego, CA
Print_ISBN
1-4244-0171-2
Type
conf
DOI
10.1109/CDC.2006.377620
Filename
4177511
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