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Empirical Modeling of Transient Emissions and Transient Response for Transient Optimization
Journal Article
2009-01-1508
ISSN: 1946-3936, e-ISSN: 1946-3944
Sector:
Topic:
Citation:
Brahma, I., Sharp, M., and Frazier, T., "Empirical Modeling of Transient Emissions and Transient Response for Transient Optimization," SAE Int. J. Engines 2(1):1433-1443, 2009, https://doi.org/10.4271/2009-01-1508.
Language:
English
References
- Atkinson, C.M. Allain, M. Zhang, H. ‘Using Model-Based Rapid Transient Calibration to Reduce Fuel Consumption and Emissions in Diesel Engines’ SAE Paper 2008-01-1365 2008
- Stuhler, H. Kruse, T. Stuber., A. Gschweitl., K. Piock., W. Pfluegl. H. Lick., P. “Automated Model-Based GDI Engine Calibration Adaptive Online DoE Approach” SAE Paper 2002-01-0708 2002
- Nozaki., Y. Fukuma., T. Tanaka., K. “Development of a Rule-Based Calibration Method for Diesel Engines” SAE Paper 2005-01-0044 2005
- Rask., E. Sellnau., M. “ Simulation-Based Engine Calibration: Tools, Techniques, and Applications” SAE Paper 2004-01-1264
- Kunihiko., S. Nemoto., M. Machida. K. “ Model-Based Calibration Process for Producing Optimal Spark Advance in a Gasoline Engine Equipped with a Variable Valve Train” SAE Paper 2006-01-3235 2006
- Box, G.E.P. Draper, N.R. ‘Empirical Model Building and Response Surfaces’ John Wiley and Sons New York, NY 1987
- Myers, R.H. Montgomery, D.C. ‘Response Surface Methodology’ John Wiley and Sons New York, NY 1995
- Montgomery, D.T. Reitz, R.D. “Optimization of Heavy-Duty Diesel Engine Operating Parameters Using a Response Surface Method” SAE Paper 2000-01-1962 2000
- Montgomery, D.T. Reitz, R.D. “Effects of Multiple Injections and Flexible Control of Boost and EGR on Emissions and Fuel Consumption of a Heavy-Duty Diesel Engine” SAE Paper 2001-01-0195 2001
- Edwards, S.P. Pilley, A.D. Michon, S. Fournier, G. “The Optimization of Common Rail FIE Equipped Engines Through the Use of Statistical Experimental Design, Mathematical Modeling and Genetic Algorithms” SAE Paper 970346 1997
- Burk, R. Jacquelin, F. Wakeman, R. “A Contribution to Predictive Engine Calibration Based on Vehicle Drive Cycle Performance” SAE Paper 2003-01-0225 2003
- Dimopoulos, P. Schoni, A. Eggimann, A. Sparti, C. Vaccarino, E. Operti, C. “Statistical Methods for Solving the Fuel Consumption/Emission Conflict on DI-Diesel Engines SAE Paper 1999-01-1077 1999
- Kampelmuhler, F.T. Paulitsch, R. Gschweitl “Automatic ECU-Calibration – An Alternative to Conventional Methods” SAE Paper 93095 1993
- Schmitz., G. Oligschlager., U. Eifler., G. Lechner., H. “Automated System for Optimized Calibration of Engine Management Systems” SAE Paper 940151 1994
- Brooks., T. Lumsden., G. Blaxill., H. ” Improving Base Engine Calibrations for Diesel Vehicles Through the Use of DoE and Optimization Techniques” SAE Paper 2005-01-3833
- Knafl., A. Hagena., J.R. Filipi., Z.S. Assanis, D.N. “Dual-Use Engine Calibration: Leveraging Modern Technologies to Improve Performance-Emissions Tradeoff” SAE Paper 2005-01-1549 2005
- Desantes, J.M Lopez J.J. Garcia, J.M. Hernandez, L. “Application of Neural Networks for Prediction and Optimization of Exhaust Emissions in a H.D.Diesel Engine” SAE Paper 2002-01-1144 2002
- Brahma, I. Rutland, C.J. “ Optimization of Diesel Engine Operating Parameters Using Neural Networks” SAE Paper 2003-01-3228
- Qiang., H. Fuyuan., Y. Ming., Z. Minggao., O. “Study on Modeling Method for Common Rail Diesel Engine Calibration and Optimization” SAE Paper 2004-01-0426 2004
- Guerrier., M. Cawsey., P. “The Development of Model Based Methodologies for Gasoline IC Engine Calibration” SAE Paper 2004-01-1466 2004
- Bayer, J. Foster, D.E. “Zero-Dimensional Soot Modeling” SAE Paper 2003-01-1070 2003
- Brahma, I. Foster, D.E. Rutland, C.J. He, Y. “A New Approach to Systems Level Soot Modeling” SAE Paper 2005-01-1122 2005
- Mowll, D. Robinson, D.R. Pilley, A.D. “Bayesian Experimental Design and its Application to Engine Research and Development” SAE Paper 961157 1996
- Mowll, D. Robinson, D.R. Pilley, A.D. “ Optimizing Engine Performance and Emissions Using Bayesian Techniques” SAE Paper 971612 1997
- Rasmussen., E. Williams., C.K.I. ‘Gaussian Processes for Machine Learning’ MIT Press Cambridge, MA 2006
- Ricardo Inc. http://www.ricardo.com/engineeringservices/engine.aspx?page=designofexperimentsforpowertrainengineering(depe)
- He, Y. Rutland, C.J. “Modeling of a Turbocharged DI Diesel Engine Using Artificial Neural Networks” SAE Paper 2002-01-2772 2002
- He, Y. “Development of a Diesel Engine Simulation Tool using Artificial Neural Networks” Dept. of Mechanical Engineering, University of Wisconsin-Madison 2002
- He, Y. Rutland, C.J. “Application of Artificial Neural Networks in Engine Modeling,” International Journal of Engine Research 5 4 281 296 2004
- Brahma, I. He, Y. Rutland, C.J. “Improvement of Neural Network Accuracy for Engine Simulations” SAE Paper 2003-01-3227 2003
- Müller, R. Schneider, B. “Approximation and Control of Engine Torque Using Neural Networks” SAE Paper 2000-01-0929 2000
- Müller, R. Hemberger, H.H. “Neural Adaptive Ignition Control” SAE Paper 981057 1998
- Hellring, M. Munther, T. Rögnvaldsson, T. Wickström, N. Carlsson, C. Larsson, M. Nytomt, J. “Spark Advance Control Using the Ion Current and Neural Soft Sensors” SAE Paper 1999-01-1162 1999
- Grimaldi, C.N. Mariani, F. “OBD Engine Fault Detection Using a Neural Approach” SAE Paper 2001-01-0559 2001
- Traver, M.L. Atkinson, R.J. Atkinson, C.M. “Neural Network-Based Diesel Engine Emissions Prediction Using In-Cylinder Combustion Pressure” SAE Paper 1999-01-1532 1999
- Atkinson, C.M. Long, T.W. Hanzevack, E.L. “Virtual Sensing: A Neural-Network Based Intelligent Performance and Emissions Prediction System for On-Board Diagnostics and Engine Control” SAE Paper 980516 1998
- Ayeb, M. Lichtenthäler, D. Winsel, T. Theuerkauf, H.J. “SI Modeling Using Neural Networks” SAE Paper 980790 1998
- Lichtenthaler, D. Ayeb, M. Theuerkauf, H.J. Winsel, T. “Improving Real-Time SI Engine Models by Integration of Neural Approximators” SAE Paper 1999-01-1164 1999
- Hentschel, R. Cernat, R.M. Varchmin, J.U. “In-Car Modeling of Emissions with Dynamic Artificial Neural Networks” SAE Paper 2001-01-3383 2001
- Atkinson, C.M. Mott, G. ‘Dynamic Model-Based Calibration Optimization: An Introduction and Application to Diesel Engines’ SAE Paper 2005-01-0026 2005
- Brahma, I. Sharp, M.C. Richter, I.B. Frazier, T.R. ‘Development of the Nearest Neighbor Multivariate Localized Regression Modeling Technique for Steady State Engine Calibration and Comparison With Neural Networks and Global Regression’ International Journal of Engine Research 9 4 2008 297 323 2008
- Draper., N.R. Smith., H. ‘Applied Regression Analysis’ John Wiley & Sons New York, NY 1981
- Brahma, I. Sharp, M.C. Frazier, T.R. “Estimation of Engine Torque From a First Law Based Regression Model” SAE Paper 2008-01-1014 April 2008