Please use this identifier to cite or link to this item: http://hdl.handle.net/2381/37050
Title: Multirate Sliding Mode Disturbance Compensation for Model Predictive Control
Authors: Raimondo, D. M.
Rubagotti, Matteo
Jones, C. N.
Magni, L.
Ferrara, A.
Morari, M.
First Published: 12-Sep-2014
Publisher: Wiley, International Federation of Automatic Control (IFAC)
Citation: International Journal of Robust and Nonlinear Control, 2015, 25 (16), pp. 2984-3003 (20)
Abstract: 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 © 2014 John Wiley & Sons, Ltd.
DOI Link: 10.1002/rnc.3244
ISSN: 1049-8923
eISSN: 1099-1239
Links: onlinelibrary.wiley.com/doi/10.1002/rnc.3244/abstract
http://hdl.handle.net/2381/37050
Version: Post-print
Status: Peer-reviewed
Type: Journal Article
Rights: Copyright © 2014 John Wiley & Sons, Ltd. This is the peer reviewed version of the following article: Raimondo, D. M., Rubagotti, M., Jones, C. N., Magni, L., Ferrara, A., and Morari, M. (2015) Multirate sliding mode disturbance compensation for model predictive control. Int. J. Robust. Nonlinear Control, 25: 2984–3003, which has been published in final form at dx.doi.org/10.1002/rnc.3244. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving.
Appears in Collections:Published Articles, Dept. of Engineering

Files in This Item:
File Description SizeFormat 
msmdc_nrc_final.pdfPost-review (final submitted)438.73 kBAdobe PDFView/Open


Items in LRA are protected by copyright, with all rights reserved, unless otherwise indicated.