Title :
Decentralized optimal tracking control of large-scale nonlinear systems
Author :
Liang Sun ; Xia Wang ; Yidan Gao
Author_Institution :
Dept. of Electr. Eng. & Inf. Technol., Shandong Univ. of Sci. & Technol., Jinan, China
Abstract :
Decentralized optimal tracking control of large-scale nonlinear systems with respect to local performance criteria of subsystems is considered. A decoupled linear Two-Point Boundary Value (TPBV) problem sequence is constructed to approximate the nonlinear coupling large-scale TPBV problem, which is the necessary condition of the nonlinear optimal tracking control problem. We prove that the constructed linear TPBV problem sequence uniformly converges to the nonlinear TPBV problem. By iteratively solving this linear TPBV problem sequence, a decentralized linear feedback optimal tracking control law is obtained. An illustrative example shows the validity of the algorithm.
Keywords :
boundary-value problems; decentralised control; feedback; interconnected systems; nonlinear control systems; optimal control; decentralized optimal tracking control; large scale nonlinear system; linear feedback; nonlinear coupling problem; two point boundary value problem; Approximation methods; Artificial neural networks; Distributed control; Equations; Mathematical model; Nonlinear systems; Optimal control; Decentralized control; Large-scale systems; Nonlinear systems; Optimal control; Tacking control;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6