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research article

Multirate sliding mode disturbance compensation for model predictive control

Raimondo, D. M.
•
Rubagotti, M.
•
Jones, Colin  
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2015
International Journal Of Robust And Nonlinear Control

In this paper, a novel hierarchical multirate control scheme for nonlinear discrete-time systems is presented, consisting of a robust nonlinear model predictive controller (NMPC) and a multirate sliding mode disturbance compensator (MSMDC). The proposed MSMDC acts at a faster rate than the NMPC in order to keep the system as close as possible to the nominal trajectory predicted by NMPC despite model uncertainties and external disturbances. The a priori disturbance compensation turns out to be very useful in order to improve the robustness of the NMPC controller. A dynamic input allocation between MSMDC and NMPC allows to maximize the benefits of the proposed scheme that unites the advantages of sliding mode control (strong reduction of matched disturbances, low computational burden) to those of NMPC (optimality, constraints handling). Sufficient conditions required to guarantee input-to-state stability and constraints satisfaction by the overall scheme are also provided. Copyright (c) 2014 John Wiley & Sons, Ltd.

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Type
research article
DOI
10.1002/rnc.3244
Web of Science ID

WOS:000362508300007

Author(s)
Raimondo, D. M.
Rubagotti, M.
Jones, Colin  
Magni, L.
Ferrara, A.
Morari, M.
Date Issued

2015

Publisher

Wiley-Blackwell

Published in
International Journal Of Robust And Nonlinear Control
Volume

25

Issue

16

Start page

2984

End page

3003

Subjects

model predictive control

•

sliding mode control

•

uncertain systems

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LA3  
Available on Infoscience
December 2, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/121004
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