Title :
Receding horizon control with numerical solution for spatiotemporal dynamic systems
Author :
Hashimoto, Toshikazu ; Yoshioka, Yoshio ; Ohtsuka, Toshiyuki
Author_Institution :
Dept. of Syst. Innovation, Osaka Univ., Toyonaka, Japan
Abstract :
Receding horizon control is a kind of optimal feedback control, and its performance index has a moving initial time and a moving terminal time. Spatiotemporal dynamic systems are often described by partial differential equations, and their behavior is characterized by both spatial and temporal variables. In this study, we develop a design method of receding horizon control for a generalized class of spatiotemporal dynamic systems. Using the variational principle, we first derive the exact stationary conditions that must be satisfied for a performance index to be optimized. Next, we provide a numerical algorithm for solving the stationary conditions via finite-dimensional approximation. Finally, the effectiveness of the proposed method is verified by numerical simulations.
Keywords :
approximation theory; control system synthesis; feedback; multidimensional systems; optimal control; partial differential equations; performance index; spatial variables control; variational techniques; design method; finite-dimensional approximation; generalized class; moving initial time; moving terminal time; numerical solution; optimal feedback control; partial differential equations; performance index; receding horizon control; spatial variables; spatiotemporal dynamic systems; stationary conditions; temporal variables; variational principle; Boundary conditions; Equations; Feedback control; Mathematical model; Performance analysis; Spatiotemporal phenomena; Vectors;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6427072