Optimal engine calibration for individual driving styles

SAE Technical Papers

Volumn , Issue , 2008, Pages

  Malikopoulos, Andreas A ^a   Assanis, Dennis N ^a   Papalambros, Panos Y ^a  

^a UNIVERSITY OF MICHIGAN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROLLERS; DIESEL ENGINES; FUEL ECONOMY;

CALIBRATION METHOD; ELECTRONIC CONTROL UNITS; ENGINE CALIBRATION; ENGINE OPERATIONS; OPERATING POINTS; OPTIMAL INJECTION; QUANTITATIVE ASSESSMENTS; TRANSIENT OPERATION;

CALIBRATION;

EID: 85072472254     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2008-01-1367     Document Type: Conference Paper

References (29)

1. Roepke, K., and Fischer, M., "Efficient Layout and Calibration of Variable Valve Trains," SAE Transactions-Journal of Engines, v. 110, 2001, SAE 2001-01-0668.
2. Stuhler, H., Kruse, T., Stuber, A., Gschweitl, K., Piock, W., Pfluegl, H., and Lick, P., "Automated Model-Based GDI Engine Calibration Adaptive Online DoE Approach," SAE 2002 World Congress, Detroit, Michigan, March 3-7, 2002, SAE 2002-01-0708.
3. Brooks, T., Lumsden, G., and Blaxill H., "Improving Base Engine Calibrations for Diesel Vehicles Through the Use of DoE and Optimization Techniques," Powertrain and Fluid Systems Conference and Exhibition, San Antonio, Texas, USA, September 24-27, 2005, SAE 2005-01-3833.
4. Knafl, A., Hagena, J. R., Filipi, Z. S., and Assanis, D. N., "Dual-Use Engine Calibration: Leveraging Modern Technologies to Improve Performance-Emissions Tradeoff," SAE Word Congress, Detroit, Michigan, April 11-14, 2005, SAE 2005-01-1549.
5. Steiber, J., Trader, A., Reese, R., Bedard, M., Musial, M., and Treichel, B., "Development of an Engine Test Cell for Rapid Evaluation of Advanced Powertrain Technologies Using Model-Controlled Dynamometers," SAE Transactions-Journal of Passenger Cars-Electronics & Electrical Systems, v. 115, 2006, SAE 2006-01-1409.
6. Schuette, H., and Ploeger, M., "Hardware-in-the-Loop Testing of Engine Control Units-A Technical Survey," SAE 2007 World Congress and Exhibition, Detroit, Michigan, April 16-19, 2007, SAE 2007-01-0500.
7. Philipp, O., Buhl, M., Diehl, S., Huber, M., Roehlich, S., and Thalhauser, J., "Engine ECU Function Development Using Software-in-the-Loop Methodology," SAE 2005 World Congress and Exhibition, Detroit, Michigan, 2005, SAE 2005-01-0049.
8. Caraceni, A., Cristofaro, F. D., Ferrana, F., and Scala, S., "Benefits of Using a Real-Time Engine Model During Engine ECU Development," SAE 2003 World Congress and Exhibition, March 3-6, 2003, SAE 2003-01-1049.
9. Guerrier, M., and Cawsey, P., "The Development of Model-Based Methodologies for Gasoline IC Engine Calibration," SAE Transactions-Journal of Engines, v. 113, 2004, SAE 2004-01-1466.
10. Rask, E., and Sellnau, M., "Simulation-Based Engine Calibration: Tools, Techniques, and Applications," SAE Transactions-Journal of Engines, v. 113, 2004, SAE 2004-01-1264.
11. Wu, B., Prucka, R. G., Filipi, Z. S., Kramer, D. M., and Ohl, G. L., "Cam-Phasing Optimization Using Artificial Neural Networks as Surrogate Models∼Maximizing Torque Output," SAE Transactions-Journal of Engines, v. 114, 2005, SAE 2005-01-3757.
12. Jankovic, M., and Magner, S., "Fuel Economy Optimization in Automotive Engines," Proceedings of the 2006 American Control Conference, Minneapolis, MN, USA, 2006.
13. Hagena, J. R., Filipi, Z. S., and Assanis, D. N., "Transient Diesel Emissions: Analysis of Engine Operation During a Tip-In," SAE 2006 World Congress, Detroit, Michigan, April 3-6, 2006, SAE 2006-01-1151.
14. Wijetunge, R. S., Brace, C. J., Hawley, J. G., Vaughan, N. D., Horroocks, R. W., and Bird, G. L., "Dynamic Behavior of a High-Speed, Direct-Injection Diesel Engine," SAE Transactions-Journal of Engines, v. 108, 1999, SAE 1999-01-0829.
15. Clark, N. N., Gautam, M., Rapp, B. L., Lyons, D. W., Graboski, M. S., McCormick, R. L., Alleman, T. L., and National, P. N., "Diesel and CNG Transit Bus Emissions Characterization by Two Chassis Dynamometer Laboratories: Results and Issues," SAE Transactions-Journal of Fuels and Lubricants, v. 108, 1999, SAE 1999-01-1469.
16. Samulski, M. J., and Jackson, C. C., "Effects of Steady-State and Transient Operation on Exhaust Emissions from Nonroad and Highway Diesel Engines," SAE Transactions-Journal of Engines, v. 107, 1998, SAE 982044.
17. Green, R. M., "Measuring the Cylinder-to-Cylinder EGR Distribution in the Intake of a Diesel Engine During Transient Operation," SAE Transactions-Journal of Engines, v. 109, 2000, SAE 2000-01-2866.
18. Burk, R., Jacquelin, F., and Wakeman, R., "A Contribution to Predictive Engine Calibration Based on Vehicle Drive Cycle Performance," SAE 2003 World Congress, Detroit, Michigan, USA, March 3-6, 2003, SAE 2003-01-0225.
19. x Emissions Over the FTP-75 Drive Cycle," SAE 2003 World Congress, Detroit, Michigan, USA, 2003, SAE 2003-01-0023.
20. Atkinson, C., and Mott, G., "Dynamic Model-Based Calibration Optimization: An Introduction and Application to Diesel Engines," SAE World Congress, Detroit, Michigan, April 11-14, 2005, SAE 2005-01-0026.
21. Malikopoulos, A. A., Papalambros, P. Y., and Assanis, D. N., "A Learning Algorithm for Optimal Internal Combustion Engine Calibration in Real Time," Proceedings of the ASME 2007 International Design Engineering Technical Conferences Computers and Information in Engineering Conference, Las Vegas, Nevada, September 4-7, 2007.
22. Malikopoulos, A. A., Papalambros, P. Y., and Assanis, D. N., "A State-Space Representation Model and Learning Algorithm for Real-Time Decision-Making Under Uncertainty," Proceedings of the 2007 ASME International Mechanical Engineering Congress and Exposition, Seattle, Washington, November 11-15, 2007.
23. Malikopoulos, A. A., Assanis, D. N., and Papalambros, P. Y., "Real-Time, Self-Learning Optimization of Diesel Engine Calibration," Proceedings of the 2007 Fall Technical Conference of the ASME Internal Combustion Engine Division, Charleston, South Carolina, October 14-17, 2007.
24. Kumar, P. R., and Varaiya, P., Stochastic Systems, Prentice Hall, June 1986.
25. Bertsekas, D. P., Dynamic Programming and Optimal Control (Volumes 1 and 2), Athena Scientific, September 2001.
26. Kemeny, J. G., and Snell, J. L., Finite Markov Chains, 1st edition, Springer, December 5, 1983.
27. Puterman, M. L., Markov Decision Processes: Discrete Stochastic Dynamic Programming, 2nd Rev. edition, Wiley-Interscience, 2005.
28. Gosavi, A., "Reinforcement Learning for Long-Run Average Cost," European Journal of Operational Research, vol. 155, pp. 654-74, 2004.
29. TESIS, < http://www.tesis.de/en/>.