An MPC design flow for automotive control and applications to idle speed regulation

Proceedings of the IEEE Conference on Decision and Control

Volumn , Issue , 2008, Pages 5686-5691

  Di Cairano, S ^a,b   Yanakiev, D ^b   Bemporad, A ^a   Kolmanovsky, I V ^b   Hrovat, D ^b  

^a UNIVERSITY OF SIENA   (Italy)

^b FORD MOTOR COMPANY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DESIGN; MODEL PREDICTIVE CONTROL; PREDICTIVE ANALYTICS; PREDICTIVE CONTROL SYSTEMS; SPEED CONTROL; SPEED REGULATORS;

AUTOMOTIVE CONTROL; CLOSED LOOP DYNAMIC; CONTROL PROBLEMS; IDLE SPEED CONTROL; LINEAR PREDICTION MODELS; OUTPUT DISTURBANCE; PROTOTYPE TESTING; SIMULATION MODEL;

CONTROLLERS;

EID: 62949200034     PISSN: 07431546     EISSN: 25762370     Source Type: Conference Proceeding    
DOI: 10.1109/CDC.2008.4738865     Document Type: Conference Paper

References (14)

1. J. Maciejowski, Predictive control with constraints. Englewood Cliffs, NJ: Prentice Hall., 2002.
2. A. Bemporad, "Model-based predictive control design: New trends and tools," in Proc. 45th IEEE Conf. on Decision and Control, San Diego, CA, 2006, pp. 6678-6683.
3. A. Bemporad, M. Morari, V. Dua, and E. Pistikopoulos, "The explicit linear quadratic regulator for constrained systems," Automatica, vol. 38, no. 1, pp. 3-20, 2002.
4. F. Borrelli, A. Bemporad, M. Fodor, and D. Hrovat, "An MPC/hybrid system approach to traction control," IEEE Trans. Contr. Systems Technology, vol. 14, no. 3, pp. 541-552, 2006.
5. P. Ortner and L. del Re, "Predictive Control of a Diesel Engine Air Path," IEEE Trans. Contr. Systems Technology, vol. 15, no. 3, pp. 449-456, 2007.
6. S. Di Cairano, A. Bemporad, I. Kolmanovsky, and D. Hrovat, "Model predictive control of magnetically actuated mass spring dampers for automotive applications," Int. J. Control, vol. 80, no. 11, pp. 1701-1716, 2007.
7. D. Hrovat, "MPC-based idle speed control for IC engine'," in Proc. of FISITA conference, Prague, Czech Rep., 1996.
8. D. Hrovat and J. Sun, "Models and control methodologies for IC engine idle speed control design," Control Engineering Practice, vol. 5, no. 8, pp. 1093-1100, 1997.
9. H. Kwakernaak and R. Sivan, Linear optimal control systems. New York: Wiley-Interscience, 1972.
10. G. Pannocchia and J. Rawlings, "Disturbance models for offset-free model-predictive control," AIChE Journal, vol. 49, no. 2, pp. 426-437, 2003.
11. A. Bemporad, Hybrid Toolbox - User's Guide, Dec. 2003, http://www.dii.unisi.it/hybrid/toolbox.
12. D. Mayne, J. Rawlings, C. Rao, and P. Scokaert, "Constrained model predictive control: Stability and optimality," Automatica, vol. 36, no. 6, pp. 789-814, June 2000.
13. A. Bemporad, W. Heemels, and B. D. Schutter, "On hybrid systems and closed-loop MPC systems," IEEE Trans. Automatic Control, vol. 47, no. 5, pp. 863-869, 2002.
14. G. Ferrari-Trecate, F. Cuzzola, D. Mignone, and M. Morari, "Analysis of discrete-time piecewise affine and hybrid systems," Automatica, vol. 38, pp. 2139-2146, 2002.