This content is not included in
your SAE MOBILUS subscription, or you are not logged in.
Prediction of Fuel Maps in Variable Valve Timing Spark Ignited Gasoline Engines Using Kriging Metamodels
Journal Article
2020-01-0744
ISSN: 2641-9645, e-ISSN: 2641-9645
Sector:
Topic:
Citation:
Tafreshi, A. and Mourelatos, Z., "Prediction of Fuel Maps in Variable Valve Timing Spark Ignited Gasoline Engines Using Kriging Metamodels," SAE Int. J. Adv. & Curr. Prac. in Mobility 2(4):1999-2010, 2020, https://doi.org/10.4271/2020-01-0744.
Language:
English
References
- Jacobs , T. , Assanis , D. , and Filipi , Z. The Impact of Exhaust Gas Recirculation on Performance and Emissions of a Heavy-Duty Diesel Engine SAE Technical Paper 2003-01-1068 2003 https://doi.org/10.4271/2003-01-1068
- Schubiger , R. , Bertola , A. , and Boulouchos , K. Influence of EGR on Combustion and Exhaust Emissions of Heavy Duty DI-Diesel Engines Equipped with Common-Rail Injection Systems SAE Technical Paper 2001-01-3497 2001 https://doi.org/10.4271/2001-01-3497
- Gray , C. A Review of Variable Engine Valve Timing SAE Technical Paper 880386 1988 https://doi.org/10.4271/880386
- Bohac , S. and Assanis , D. Effect of Exhaust Valve Timing on Gasoline Engine Performance and Hydrocarbon Emissions SAE Technical Paper 2004-01-3058 2004 https://doi.org/10.4271/2004-01-3058
- Lenz , U. and Schroeder , D. Transient Air-Fuel Ratio Control Using Artificial Intelligence SAE Technical Paper 970618 1997 https://doi.org/10.4271/970618
- Fu , H. , Chen , X. , Mustafa , E. , Trigui , N. et al. Analytical Investigation of Cam Strategies for SI Engine Part Load Operation SAE Technical Paper 2004-01-0997 2004 https://doi.org/10.4271/2004-01-0997
- Wu , B. , Filipi , Z. , Assanis , D. , Kramer , D. et al. Using Artificial Neural Networks for Representing the Air Flow Rate through a 2.4 Liter VVT Engine SAE Technical Paper 2004-01-3054 2004 https://doi.org/10.4271/2004-01-3054
- Fang , K.-T. and Ma , C. Centered L 2 -Discrepancy of Random Sampling and Latin Hypercube Design, and Construction of Uniform Designs Mathematics of Computation 71 237 1999
- McKay , M.D. , Beckman , R.J. , and Conover , W.J. A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code Technometrics 21 2 239 245 1979
- Owen , A.B. Orthogonal Arrays for Computer Experiments, Integration and Visualization Statistica Sinica 2 2 439 452 1992
- Johnson , M.E. , Moore , L.M. , and Ylvisaker , D. Minimax and Maximin Distance Designs Journal of Statistical Planning and Inference 26 2 131 148 1990
- Kennard , R.W. and Stone , L.A. Computer Aided Design of Experiments Technometrics 11 1 137 148 1969
- Gutmann , H.-M. A Radial Basis Function Method for Global Optimization Journal of Global Optimization 19 3 201 227 2001
- Booker , A. Using Metamodels for Engineering Design INFORMS Seattle Fall 1998 Meeting Seattle, WA Oct. 25-28, 1998
- Panagiotopoulos , D. , Iqbal , O. , Mourelatos , Z.P. , and Papadimitriou , D. Optimal Water Jacket Flow Distribution Using a New Group-Based Space-Filling Design of Experiments Algorithm SAE Technical Paper 2018-01-1017 2018 https://doi.org/10.4271/2018-01-1017
- Li , Q. , Yang , D. , Hu , L. , and Sheng , X. Optimization of Turbocharger Compressor Stages using DOE for Vehicle Engine Application SAE Technical Paper 2014-01-0406 2014 https://doi.org/10.4271/2014-01-0406
- Heywood , J. Internal Combustion Engine Fundamentals (McGraw-Hill 1988
- Krige , D.G. 1951
- Sacks , J. , Welch , W.J. , Mitchell , T.J. , and Wynn , H.P. Design and Analysis of Computer Experiments Statistical Science 4 4 409 435 1989
- Simpson , T.W. , Mauery , T.M. , Korte , J.J. , and Mistree , F. Kriging Metamodels for Global Approximation in Simulation-Based Multidisciplinary Design Optimization AIAA Journal 39 12 2233 2241 2001
- Fang , K.-T. , Li , R. , and Sudjianto , A. Design and Modeling for Computer Experiments Chapman & Hall/CRC 2005
- Acar , E. Effects of the Correlation Model, the Trend Model, and the Number of Training Points on the Accuracy of Kriging Metamodels Expert Systems 30 5 418 428 2013
- Lophaven , S.N. , Nielsen , H.B. , and Søndergaard , J. 2002