Efficient non-linear model based predictive control

Citation
M. Cannon et al., Efficient non-linear model based predictive control, INT J CONTR, 74(4), 2001, pp. 361-372
Citations number
8
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF CONTROL
ISSN journal
00207179 → ACNP
Volume
74
Issue
4
Year of publication
2001
Pages
361 - 372
Database
ISI
SICI code
0020-7179(200103)74:4<361:ENMBPC>2.0.ZU;2-6
Abstract
For a large number of degrees of freedom and/or large dimension systems, no n-linear model based predictive control algorithms based on dual mode contr ol can become intractable. This paper proposes an alternative which deploys the closed-loop paradigm that has proved to be very effective for the case of linear time-varying or uncertain systems. The various attributes and co mputational advantages of the approach are shown to carry over to the non-l inear case.