Multirate Sliding Mode Disturbance Compensation for Model Predictive Control
journal contribution
posted on 2016-03-15, 11:43 authored by D. M. Raimondo, Matteo Rubagotti, C. N. Jones, L. Magni, A. Ferrara, M. MorariIn 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.
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Citation
International Journal of Robust and Nonlinear Control, 2015, 25 (16), pp. 2984-3003 (20)Author affiliation
/Organisation/COLLEGE OF SCIENCE AND ENGINEERING/Department of EngineeringVersion
- AM (Accepted Manuscript)
Published in
International Journal of Robust and Nonlinear ControlPublisher
Wiley, International Federation of Automatic Control (IFAC)issn
1049-8923eissn
1099-1239Acceptance date
2014-08-12Copyright date
2014Available date
2016-03-15Publisher DOI
Publisher version
http://onlinelibrary.wiley.com/doi/10.1002/rnc.3244/abstractLanguage
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