Title :
Reduced parameterisation MPC for input-constrained unstable linear systems Part 1: Implementation
Author :
Medioli, Adrian ; Seron, Maria ; Middleton, Richard
Author_Institution :
ARC Centre for Complex Dynamic Syst. & Control, Univ. of Newcastle, Newcastle, NSW, Australia
Abstract :
This paper introduces a new variant of model predictive control called Reduced Parameterisation Model Predictive Control. The new algorithm uses the structure of the null controllable set of input constrained unstable systems to produce a closed-loop system with a region of attraction that is an arbitrarily close approximation to this set. In addition, this result is achieved with a lower complexity than that of MPC.
Keywords :
closed loop systems; linear systems; predictive control; set theory; closed-loop system; input-constrained unstable linear system; null controllable set; reduced parameterisation MPC; reduced parameterisation model predictive control; region-of-attraction; Decision support systems; Europe; Gold; Linear systems; Noise measurement; Three-dimensional displays;
Conference_Titel :
Control Conference (ECC), 2009 European
Conference_Location :
Budapest
Print_ISBN :
978-3-9524173-9-3