Title :
Fuzzy control of double inverted pendulum by using state varieties fusion function
Author :
Zhang Shifeng ; Zhang zhenxing ; Jin Ke ; Yang Cheng
Author_Institution :
Sch. of Electr. Eng. & Inf., Anhui Univ. of Technol., Maanshan, China
Abstract :
The method is introduced to control the double inverted pendulum using the fuzzy controller in this paper. Model designed based on the linear state-space expression was obtained by approximating the nonlinear model for inverted pendulum, Dimensions of a fuzzy controller´s input varieties are depressed by designing a fusion function which the upper pendulum´s angle and angle velocity are chosen as principal components, and it can reduce the rules of fuzzy. This method can greatly simplify the designing process of fuzzy controller. Simulation and real time control experiment in the double inverted pendulum prove that this method has the effectively, fast speed, good stability and good robustness.
Keywords :
control system synthesis; fuzzy control; nonlinear control systems; pendulums; stability; angle velocity; double inverted pendulum control; fuzzy controller input varieties; linear state-space expression; principal components; real time control; stability; state varieties fusion function; upper pendulum angle; Educational institutions; Eigenvalues and eigenfunctions; Fuzzy control; Mathematical model; Process control; Real time systems; Stability analysis; double inverted pendulum; fusion function; fuzzy control; real time control;
Conference_Titel :
Control and Decision Conference (CCDC), 2012 24th Chinese
Conference_Location :
Taiyuan
Print_ISBN :
978-1-4577-2073-4
DOI :
10.1109/CCDC.2012.6244428