TY - GEN
T1 - Robust nonlinear predictive controller for multivariable nonlinear systems with different relative degree
AU - Errouissi, R.
AU - Ouhrouche, M.
AU - Benzaioua, A.
PY - 2010
Y1 - 2010
N2 - 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.
AB - 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.
KW - Generalized predictive control (GPC)
KW - Nonlinear predictive control (NPC)
KW - Permanent magnet synchronous motor (PMSM)
KW - Predictive generalized minimum variance (PGMV)
KW - Robustness
UR - http://www.scopus.com/inward/record.url?scp=79951617668&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=79951617668&partnerID=8YFLogxK
U2 - 10.1109/AIM.2010.5695780
DO - 10.1109/AIM.2010.5695780
M3 - Conference contribution
AN - SCOPUS:79951617668
SN - 9781424480319
T3 - IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM
SP - 1231
EP - 1237
BT - 2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2010
T2 - 2010 IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM 2010
Y2 - 6 July 2010 through 9 July 2010
ER -