Title :
Explicit robust multi-model predictive control
Author :
Falugi, P. ; Olaru, S. ; Dumur, D.
Author_Institution :
Autom. Control Dept., Supelec, Gif-sur-Yvette
Abstract :
The paper deals with robust predictive control based on a LMI approach. With respect to the well established case of linear models, with a global polytopic uncertainty, in the present approach the conservativeness reduction is assured by allowing different local descriptions of the uncertainty. The prediction model can thus be interpreted as a multi-model description of the plant to be controlled. The techniques is effective for a large class of nonlinear systems embedded into polytopic models. For the practical implementation the construction of suitable (explicit) descriptions of the control law are described upon concrete algorithms.
Keywords :
linear matrix inequalities; linear systems; nonlinear control systems; predictive control; robust control; uncertain systems; LMI approach; concrete algorithm; conservativeness reduction; control law; global polytopic uncertainty model; linear model; nonlinear control system; robust multimodel predictive control; Automatic control; Automation; Concrete; Constraint optimization; Nonlinear control systems; Nonlinear systems; Predictive control; Predictive models; Robust control; Uncertainty;
Conference_Titel :
Control and Automation, 2008 16th Mediterranean Conference on
Conference_Location :
Ajaccio
Print_ISBN :
978-1-4244-2504-4
Electronic_ISBN :
978-1-4244-2505-1
DOI :
10.1109/MED.2008.4602102