Volterra series estimation of transient soot emissions from a diesel engine

2010 IEEE Vehicle Power and Propulsion Conference, VPPC 2010

Volumn , Issue , 2010, Pages

  Ahlawat, Rahul ^a   Hagena, Jonathan R ^b   Filipi, Zoran S ^a   Stein, Jeffrey L ^a   Fathy, Hosam K ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

^b Paccar   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONALLY EFFICIENT; CONTROL STRATEGIES; DATA SETS; ENGINE SPEED; ESTIMATION OF TRANSIENTS; FUEL FLOW RATES; HYBRID VEHICLES; MULTIPLE INPUT SINGLE OUTPUTS; OFFLINE; POWER MANAGEMENTS; PREDICTION ACCURACY; PROPER ORTHOGONAL DECOMPOSITIONS; SOOT EMISSIONS; SYSTEMS LEVELS; THIRD-ORDER; VOLTERRA SERIES;

DIESEL ENGINES; ENERGY MANAGEMENT; FUEL ECONOMY; PRINCIPAL COMPONENT ANALYSIS; PROPULSION; SOOT;

DUST;

EID: 79953157831     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VPPC.2010.5729227     Document Type: Conference Paper

References (26)

1. Z. Filipi, J. Hagena, and H. Fathy, "Investigating the impact of invehicle transients on diesel soot emissions," Thermal Science, vol. 12, no. 1, pp. 53-72, 2008.
2. C. D. Rakopoulos, A. M. Dimaratos, E. G. Giakoumis, and D. C. Rakopoulos, "Evaluation of the effect of engine, load and turbocharger parameters on transient emissions of diesel engine," Energy Conversion and Management, vol. 50, no. 9, pp. 2381-2393, 2009.
3. J. R. Hagena, Z. S. Filipi, and D. N. Assanis, "Transient diesel emissions: Analysis of engine operation during a tip-in," in SAE 2006 World Congress and Exhibition, Detroit, MI, April, 2006.
4. K. Tufail, P. Eastwood, T. Winstanley, S. Karagiogis, A. Darlington, Y. Hardalupas, and A. Taylor, "Deviations in emissions of NO and soot from steady-state, during transient operation of a common-rail diesel engine," in 9th International Conference on Engines and Vehicles, Naples, Italy, September 2009.
5. S. Hong, M. S. Wooldridge, H. G. Im, D. N. Assanis, and H. Pitsch, "Development and application of a comprehensive soot model for 3D CFD reacting flow studies in a diesel engine," Combustion and Flame, vol. 143, no. 1-2, pp. 11-26, 2005.
6. X. Seykens, R. Baert, B. Somers, and F. Willems, "Experimental validation of extended NO and soot model for advanced HD diesel engine combustion," in SAE World Congress & Exhibition, Detroit, MI, April 2009.
7. A. Westlund, "Fast physical emission predictions for off-line calibration of transient control strategies," in SAE Powertrains, Fuels and Lubricants Meeting, Florence, Italy, June 2009.
8. J. Boulanger, F. Liu, W. S. Neill, and G. J. Smallwood, "An improved soot formation model for 3D diesel engine simulations," Transactions of the ASME: Journal of Engineering for Gas Turbines and Power, vol. 129, no. 3, pp. 877-84, July 2007.
9. D. Jung and D. N. Assanis, "Quasidimensional modeling of direct injection diesel engine nitric oxide, soot, and unburned hydrocarbon emissions," Transactions of the ASME: Journal of Engineering for Gas Turbines and Power, vol. 128, no. 2, pp. 388-96, 04 2006.
10. J. Zheng and Q. Xin, "Theoretical analysis of diesel engine NOx and soot with heuristic macro-parameter-dependent approach and virtual multi-zone real-time models," in SAE Commercial Vehicle Engineering Congress & Exhibition, Rosemont, IL, October 2009.
11. Y. He and C. Rutland, "Application of artificial neural networks in engine modelling," International Journal of Engine Research, vol. 5, no. 4, pp. 281-296, 2004.
12. H. K. Fathy, R. Ahlawat, and J. L. Stein, "Proper powertrain modeling for engine-in-the-loop simulation," in 2005 ASME International Mechanical Engineering Congress and Exposition, vol. 74 DSC, Orlando, FL, United States, Nov 5-11 2005, pp. 1195-1201.
13. J. Liu, J. Hagena, H. Peng, and Z. Filipi, "Engine-in-the-loop study of the stochastic dynamic programming optimal control design for a hybrid electric HMMWV," International Journal of Heavy Vehicle Systems, vol. 15, no. 2-4, pp. 309-26, 2008.
14. Z. Filipi and Y. Kim, "Hydraulic hybrid propulsion for heavy vehicles: Combining the simulation and engine-in-the-loop techniques to maximize the fuel economy and emission benefits," Oil & Gas Science and Technology - Revue de l'Institut Français du Pétrole, vol. 65, no. 1, pp. 155-178, 2010.
15. N. Collings, K. S. Reavell, and T. Hands, "A fast response particulate spectrometer for combustion aerosols," in SAE Powertrain & Fluid Systems Conference & Exhibition, San Diego, CA, October 2002.
16. K. Yacoub, "Relationship between multiple and partial coherence functions," IEEE Transactions on Information Theory, vol. IT-16, no. 6, pp. 668-672, 1970.
17. M. Canova, S. Midlam-Mohler, Y. Guezennec, G. Rizzoni, L. Garzarella, M. Ghisolfi, and F. Chiara, "Experimental validation for control-oriented modeling of multi-cylinder HCCI diesel engines," in American Society of Mechanical Engineers, Dynamic Systems and Control Division, Chicago, IL, United states, 2006.
18. E. Bedrosian and S. Rice, "The output properties of volterra systems (nonlinear systems with memory) driven by harmonic and gaussian inputs," Proceedings of the IEEE, vol. 59, no. 12, pp. 1688-708, Dec 1971.
19. S. Boyd and L. O. Chua, "Fading memory and the problem of approximating nonlinear operators with volterra series," IEEE Transactions on Circuits and Systems, vol. CAS-32, no. 11, pp. 1150-61, 11 1985.
20. L. M. Li and S. A. Billings, "Discrete time subharmonic modelling and analysis," International Journal of Control, vol. 78, no. 16, pp. 1265-84, 11/10 2005.
21. C. Seretis and E. Zafiriou, "Nonlinear dynamical system identification using reduced volterra models with generalised orthonormal basis functions," in Proceedings of 16th American Control Conference. Evanston, IL, USA: American Autom. Control Council, 4-6 June 1997 1997.
22. A. da Rosa, R. Campello, and W. Amaral, "An optimal expansion of volterra models using independent kautz bases for each kernel dimension," International Journal of Control, vol. 81, no. 6, pp. 962-75, June 2008.
23. R. Campello, G. Favier, and W. do Amaral, "Optimal expansions of discrete-time volterra models using laguerre functions," Automatica, vol. 40, no. 5, pp. 815-22, 2004.
24. Q. Zheng and E. Zafiriou, "Volterra-laguerre models for nonlinear process identification with application to a fluid catalytic cracking unit," Industrial and Engineering Chemistry Research, vol. 43, no. 2, pp. 340-348, 2004.
25. P. Heuberger, P. Van den Hof, and O. Bosgra, "A generalized orthonormal basis for linear dynamical systems," IEEE Transactions on Automatic Control, vol. 40, no. 3, pp. 451-65, 1995.
26. T. Ersal, H. Fathy, D. Rideout, L. Louca, and J. Stein, "A review of proper modeling techniques," Journal of Dynamic Systems, Measurement and Control, vol. 130, no. 6, pp. 0 610 081-06 100 813, Nov. 2008.