Methodology for robust multi-parametric control in linear continuous-time systems

•Robust multi-parametric NCO-tracking controllers do not entail a discretization of the continuous-time dynamics.•The robust-counterpart multi-parametric dynamic optimization (mp-DO) problem retains the same complexity as nominal mp-DO.•Data classifiers based on deep learning can accurately describe...

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Bibliographic Details

Published in:	Journal of process control Vol. 73; pp. 58 - 74
Main Authors:	Sun, Muxin, Villanueva, Mario E., Pistikopoulos, Efstratios N., Chachuat, Benoît
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.01.2019
Subjects:	Constrained linear-quadratic regulator Multi-parametric NCO-tracking Multi-parametric programming Neural network classifier Robust model predictive control Multi-parametric programming Constrained linear-quadratic regulator Robust model predictive control Multi-parametric NCO-tracking Neural network classifier
ISSN:	0959-1524, 1873-2771
Online Access:	Get full text
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