Title :
Application of the state-dependent Riccati equation method in nonlinear control design for inverted pendulum systems
Author :
Jadlovska, Slavka ; Sarnovsky, Jan
Author_Institution :
Dept. of Cybern. & Artificial Intell., Tech. Univ. of Kosice, Košice, Slovakia
Abstract :
The purpose of this paper is to present the application of the nonlinear control design technique based on state-dependent Riccati equation (SDRE) on the generalized (n-link) inverted pendulum system. All relevant steps of the control design process, which include presenting the system structure, transformation of the system description into a specific equivalent form, and deriving the discrete-time SDRE formulation, are described in detail. The results of the proposed control design technique are demonstrated on a simulation model of the rotary single inverted pendulum system using appropriate blocks and applications from the Simulink block library developed by the authors of the paper. The advantages of a SDRE-based control algorithm over standard linear quadratic optimal control are shown by comparing both methods in simulation experiments which involve stabilization of the pendulum in the unstable upright equilibrium.
Keywords :
Riccati equations; control system synthesis; discrete time systems; linear quadratic control; nonlinear control systems; pendulums; Simulink block library; control design process; discrete-time SDRE formulation; generalized inverted pendulum system; linear quadratic optimal control; n-link inverted pendulum system; nonlinear control design technique; pendulum stabilization; rotary single inverted pendulum system; state-dependent Riccati equation method; system structure; Control design; Mathematical model; Optimal control; Riccati equations; Standards; Vectors;
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2013 IEEE 11th International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4799-0303-0
DOI :
10.1109/SISY.2013.6662572