On the Improvement of Set-point Tracking Performance of Model Predictive Control

作者: Sachin Prabhu , Koshy George

DOI: 10.3182/20140313-3-IN-3024.00115

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摘要: Abstract Model predictive control (MPC) has been attractive in practical designs due to the inherent manner which both and state constraints can be incorporated. An open problem is choice of an appropriate prediction horizon that guarantees stability performance. The goal this paper show optimal window arrived at by switching between multiple receding-horizon controllers provide closed loop improve tracking

参考文章(28)
B. L. Ramaker, C. R. Cutler, Dynamic matrix control¿A computer control algorithm IEEE Transactions on Automatic Control. ,vol. 17, pp. 72- ,(1980) , 10.1109/JACC.1980.4232009
J. Richalet, A. Rault, J.L. Testud, J. Papon, Paper: Model predictive heuristic control Automatica. ,vol. 14, pp. 413- 428 ,(1978) , 10.1016/0005-1098(78)90001-8
Vesna Nevistic, James A. Primbs, Receding horizon quadratic optimal control: Performance bounds for a finite horizon strategy european control conference. pp. 3584- 3589 ,(1997) , 10.23919/ECC.1997.7082670
Karl Worthmann, Jürgen Pannek, Reducing the Prediction Horizon in NMPC: An Algorithm Based Approach arXiv: Optimization and Control. ,(2011)
D.Q. Mayne, J.B. Rawlings, C.V. Rao, P.O.M. Scokaert, Survey Constrained model predictive control: Stability and optimality Automatica. ,vol. 36, pp. 789- 814 ,(2000) , 10.1016/S0005-1098(99)00214-9
Alberto Bemporad, David Muñoz de la Peña, Multiobjective model predictive control Automatica. ,vol. 45, pp. 2823- 2830 ,(2009) , 10.1016/J.AUTOMATICA.2009.09.032
D.W. Clarke, C. Mohtadi, P.S. Tuffs, Generalized predictive control—Part I. The basic algorithm Automatica. ,vol. 23, pp. 137- 148 ,(1987) , 10.1016/0005-1098(87)90087-2
Carlos E. Garcia, Manfred Morari, Internal model control. A unifying review and some new results Industrial & Engineering Chemistry Process Design and Development. ,vol. 21, pp. 308- 323 ,(1982) , 10.1021/I200017A016
D.W. Clarke, C. Mohtadi, P.S. Tuffs, Generalized predictive control—Part II. Extensions and interpretations Automatica. ,vol. 23, pp. 149- 160 ,(1987) , 10.1016/0005-1098(87)90088-4