Constrained predictive control and its application to a coupled-tanks apparatus

Citation
Nk. Poulsen et al., Constrained predictive control and its application to a coupled-tanks apparatus, INT J CONTR, 74(6), 2001, pp. 552-564
Citations number
18
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF CONTROL
ISSN journal
00207179 → ACNP
Volume
74
Issue
6
Year of publication
2001
Pages
552 - 564
Database
ISI
SICI code
0020-7179(200104)74:6<552:CPCAIA>2.0.ZU;2-N
Abstract
The focus of this paper is the development and application to experimental equipment of fast constrained predictive control algorithms. A review of QP based algorithm and an alternative using interpolation and LP is considere d. Despite its undemanding computational nature, the latter algorithm is fo und to perform well both in simulation and when applied to an actual couple d-tanks rig. The advantages of the algorithm are further illustrated by com parison with desaturated PID control.