Title :
Variable gain linear quadratic regulator and its application
Author :
Yongli Zhang ; Lifang Song ; Guoliang Zhao ; Liying Liu ; Qingmei Yao
Author_Institution :
Sch. of Autom. & Electr. Eng., Tianjin Univ. of Technol. & Educ., Tianjin, China
Abstract :
A variable gain linear quadratic regulator(VGLQR) for stabilizing a class of multivariable nonlinear control system is proposed. The VGLQR method is derived by using the Lyapunov function approach. This control scheme can be viewed as a novel gain scheduling controller, and the feedback gain obtained by solving algebraic Riccati equation online is changing with state. In addition, a fast algorithm based on Schur method for the solution of algebraic Riccati equations online is discussed and a software package was developed during the present research. In this paper, the VGLQR control method is applied to a general nonlinear system, also the effectiveness of the proposed method is verified by stabilization of triple inverted pendulum system. Simulation and physical experiment results demonstrate that the VGLQR is of good stability and adaptability, which are distinctly better than that of classical LQR controller.
Keywords :
Lyapunov methods; Riccati equations; controllers; feedback; gain control; linear quadratic control; multivariable control systems; nonlinear control systems; pendulums; stability; Lyapunov function; Schur method; VGLQR control method; algebraic Riccati equation online; classical LQR controller; feedback gain; gain scheduling controller; general nonlinear system; multivariable nonlinear control system; software package; stabilization; triple inverted pendulum system; variable gain linear quadratic regulator; Algorithm design and analysis; Iterative methods; Jacobian matrices; Nonlinear systems; Riccati equations; Symmetric matrices; Algebraic Riccati equation (ARE); Triple inverted pendulum system; Variable gain linear quadratic regulator(VGLQR);
Conference_Titel :
Mechatronics and Automation (ICMA), 2014 IEEE International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4799-3978-7
DOI :
10.1109/ICMA.2014.6885964