Robust nonlinear predictive controller for multivariable nonlinear systems with different relative degree

R. Errouissi, M. Ouhrouche, A. Benzaioua

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

This paper presents a robust nonlinear predictive controller (RNPC) for a class of multivariable nonlinear systems with different relative degree. The classical nonlinear predictive control (NPC) based on Taylor approximation method is reformulated and a new cost function is proposed to design the controller. The parameters of this controller are obtained using both generalized minimum variance (GMV) and generalized predictive control (GPC). It is shown that an integral action arises naturally in the controller. Then, zero tracking error can be achieved as long as the closed loop system is stable. The design procedure is illustrated by designing a pilot for a 0.25 kW permanent magnet synchronous motor (PMSM). Validity of the proposed GMV control strategy was experimentally tested on a dSPACE DS1104 Board. Experimental results have demonstrated the achievement of good speed tracking performances and shown that the regulation of the d-axis component of the armature current is guaranteed.

Original languageEnglish
Title of host publication2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2010
Pages1231-1237
Number of pages7
DOIs
Publication statusPublished - 2010
Externally publishedYes
Event2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2010 - Montreal, QC, Canada
Duration: Jul 6 2010Jul 9 2010

Publication series

NameIEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM

Conference

Conference2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2010
Country/TerritoryCanada
CityMontreal, QC
Period7/6/107/9/10

Keywords

  • Generalized predictive control (GPC)
  • Nonlinear predictive control (NPC)
  • Permanent magnet synchronous motor (PMSM)
  • Predictive generalized minimum variance (PGMV)
  • Robustness

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Software
  • Computer Science Applications
  • Electrical and Electronic Engineering

Fingerprint

Dive into the research topics of 'Robust nonlinear predictive controller for multivariable nonlinear systems with different relative degree'. Together they form a unique fingerprint.

Cite this