Narmax model identification of a variable geometry tbrbocharged diesel engine

Proceedings of the American Control Conference

Volumn 2, Issue , 2005, Pages 1021-1026

  Zito, Gianluca ^a   Landau, Loan Doré ^a  

^a GIPSA LAB   (France)

Author keywords

Automotive applications; NARMAX models; Nonlinear system identification; VGT diesel engines

Indexed keywords

COMPUTER SIMULATION; DIESEL ENGINES; MATHEMATICAL MODELS; NONLINEAR CONTROL SYSTEMS; PRESSURE EFFECTS; TUNING; TURBINES;

AIR PRESSURE; NONLINEAR MODEL; TURBOCHARGED DIESEL ENGINES; VARIABLE GEOMETRY TURBINE (VGT);

IDENTIFICATION (CONTROL SYSTEMS);

EID: 23944443323     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. L. Guzzella and A. Amstutz, "Control of diesel engines," IEEE Control System Magazine, vol. 18, pp. 53-71, Oct. 1998.
2. M. Jankovic, M. Jankovic, and I. Kolmanovsky, "Robust nonlinear controller for turbocharged diesel engines," IEEE Transactions on Control System Technology, vol. 8, Mar. 2000.
3. M. Kao and J. J. Moskwa, "Turbocharged diesel engine modelling for nonlinear engine control and estimation," ASME Journal of Dynamic-Systems, Measurement, and Control, vol. 117, 1995.
4. I. Kolmanovsky, P. Moraal, M. van Nieuwstadt, and A. G. Stefanopoulu, "Issues in Modelling and Control of Intake Flow in Variable Geomatry Turbocharged Engines," in Proceedings of the COSY Workshop ECC 97, Brussels, Belgium, 1997, pp. 1990-1995.
5. M. J. van Nieuwstadt, I. Kolmanovsky, P. Moraal, A. G. Stefanopoulou, and M. Jankovic, "EGR-VGT Control Schemes: Experimental Comparison for a High-Speed Diesel engine," Control System Magazine, vol. 20, no. 3, pp. 63-79, 2000.
6. I. D. Landau, D. Normand-Cyrot, and A. Montano, "Adaptive control of a class of nonlinear discret time systems Application to a heat exchanger," in Proceedings of the 26th Conference on Decision and Control, Los Angeles, CA, 1987, pp. 1990-1995.
7. I. J. Leontaris and S. A. Billings, "Input-Output parametric models for non-linear systems-Part I:Deterministic non-linear systems; Part 2: Stochastic non-linear systems," International Journal of Control, vol. 41, pp. 303-344, 1987.
8. M. R. Schroeder, "Synthesis of low peak-factor signals and binary sequences of low auto-correlation."
9. K. Godfrey, Perturbation Signals for System Identification. New York, NY: Prentice Hall, 1993.
10. R. Haber and H. Unbehauen, "Structure Identification of Nonlinear Dynamic Systems-A survey on Input/Output Approaches," Automatica, vol. 26, no. 4, pp. 651-677, 1990.
11. J. Sjöoberg, Q. Zhang, L. Ljung, A. Benveniste, P. G. B. Delyon, H. Hjalmarsson, and A. Juditsky, "Nonlinear Black-box Modeling in System Identification: a Unified Overview," Automatica, vol. 31, no. 12, pp. 1691-1724, 1995.
12. S. A. Billings, S. Chen, and M. J. Korenberg, "Identification of MIMO nonlinear systems using a forward-regression orthogonal estimator," International Journal of Control, vol. 49, no. 6, pp. 2157-2189, 1989.
13. S. A. Billings and S. Chen, "Extended model set, global data and threshold mdeol identification for severely nonlinear systems," International journal of Control, vol. 50, no. 6, pp. 1897-1923, 1989.
14. H. Akaike, "A new look at the statistical model identification, " IEEE Transactions on Automatic Control, vol. 19, no. 6, pp. 716-723, 1974.
15. L. A. Aguirre and S. A. Billings, "Improved structure selection for nonlinear models based on term clustering," International Journal of Control, vol. 62, no. 3, pp. 569-587, 1995.
16. L. Piroddi and W. Spinelli, "An identification algorithm for polynomial NARX model based on simulation error minimization," International Journal of Control, vol. 76, no. 17, pp. 1767-1781, 2003.
17. S. A. Billings and W. S. F. Voon, "Correlation based model validity tests for non-linear models," International Journal of Control, vol. 44, no. 1, pp. 235-244, 1986.
18. S. A. Billings and Q. M. Zhu, "Nonlinear model validation using correlation tests," International Journal of Control, vol. 60, no. 6, pp. 1107-1120, 1994.
19. R. Haber, "Nonlinearity tests for dynamic processes," in IFAC Identification and System Parameter Estimation, York, UK, 1985, pp. 409-413.