University of Leicester
Browse

Multirate Sliding Mode Disturbance Compensation for Model Predictive Control

Download (438.73 kB)
journal contribution
posted on 2016-03-15, 11:43 authored by D. M. Raimondo, Matteo Rubagotti, C. N. Jones, L. Magni, A. Ferrara, M. Morari
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.

History

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 Engineering

Version

  • AM (Accepted Manuscript)

Published in

International Journal of Robust and Nonlinear Control

Publisher

Wiley, International Federation of Automatic Control (IFAC)

issn

1049-8923

eissn

1099-1239

Acceptance date

2014-08-12

Copyright date

2014

Available date

2016-03-15

Publisher version

http://onlinelibrary.wiley.com/doi/10.1002/rnc.3244/abstract

Language

en

Usage metrics

    University of Leicester Publications

    Categories

    No categories selected

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC