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Optimization of a HSDI Diesel Engine for Passenger Cars Using a Multi-Objective Genetic Algorithm and Multi-Dimensional Modeling

Journal Article
2009-01-0715
ISSN: 1946-3936, e-ISSN: 1946-3944
Published April 20, 2009 by SAE International in United States
Optimization of a HSDI Diesel Engine for Passenger Cars Using a Multi-Objective Genetic Algorithm and Multi-Dimensional Modeling
Sector:
Citation: Ge, H., Shi, Y., Reitz, R., Wickman, D. et al., "Optimization of a HSDI Diesel Engine for Passenger Cars Using a Multi-Objective Genetic Algorithm and Multi-Dimensional Modeling," SAE Int. J. Engines 2(1):691-713, 2009, https://doi.org/10.4271/2009-01-0715.
Language: English

References

  1. Abani N. Kokjohn L.S. Park S.W. Bergin M. Munnannur A. Ning W. Sun. Y. Reitz, R.D. 2008 An improved Spray Model for Reducing Numerical Parameters Dependencies in Diesel Engine CFD Simulations SAE paper 2008-01-0970 .
  2. Abani N. Reitz R.D. 2007 Unsteady Turbulent Round Jets and Vortex Motion Physics of Fluids 19 12 125102 1 13
  3. Abraham J. Bracco F.V. Reitz R.D. 1985 Comparisons of Computed and Measured Premixed Charge Engine Combustion Combustion and Flame 60 309 322
  4. Affes H. Chu D. Trigui N. Griaznov V. Smith D. Yang R.J. 1998 Shape Optimization of IC Engine Ports and Chambers SAE Paper 980127
  5. Amsden A.A. 1993 KIVA-3: A KIVA Program with Block-Structured Mesh for Complex Geometries Los Alamos National Laboratory Report No. LA-12503-MS
  6. Arakawa M. Hagiwara I 1998 Development of Adaptive Real Range (ARRange) Genetic Algorithms JSME International Journal C 41 4 969 977
  7. Ayoub N.S. Reitz R.D. 1995 Multidimensional Computation of Multicomponent Spray Vaporization and Combustion SAE Paper 950285
  8. Beale J.C. Reitz R.D. 1999 Modeling Spray Atomization with the Kelvin-Helmholtz/Rayleigh-Taylor Hybrid Model Atomization and Sprays 9 623 650
  9. Bergin M.J. Hessel R.P. Reitz R.D. 2005 Optimization of a Large Diesel Engine via Spin Spray Combustion SAE Paper 2005-01-0916
  10. Bowman C.T. 1975 Kinetics of Pollutant Formation and Destruction in Combustion Progress in Energy and Combustion Science 1, 33 45
  11. Canakci M. Reitz R.D. 2003 Experimental Optimization of a DI-HCCI-Gasoline Engine Using Split Injections with Fully-Automated Micro-Genetic Algorithms International Journal of Engine Research 4 1 47 60
  12. Canakci M. Reitz R.D. 2004 Effect of Optimization Criteria on Direct-Injection Homogeneous Charge Compression Ignition Gasoline Engine Performance and Emissions Using Fully Automated Experiments and Micro-genetic Algorithms ASME Journal of Engineering for Gas Turbines and Power 126 1 167 177
  13. Coello Coello C.A. Van Veldhuizen D.A. Lamont G.B. 2002 Evolutionary Algorithms for Solving Multi-Objective Problems Kluwer 10 11
  14. Condor http://www.cs.wisc.edu/condor/
  15. Cowland C. Gutmann P. Herzog P.L. 2004 Passenger Vehicle Diesel Engines for the US SAE Paper 2004-01-1452
  16. De Risi A. Donateo T. Laforgia D 2003 Optimization of the Combustion Chamber of Direct Injection Diesel Engines SAE Paper 2003-01-1064
  17. Deb K 2001 Multi-objective Optimization using Evolutionary Algorithms John Wiley & Sons
  18. Deb K. Jain S 2002 Running Performance Metrics for Evolutionary Multi-Objective Optimization KanGAL Report No. 2002004
  19. Deb K. Pratap A. Agarwal S Meyarivan T 2002 A Fast and Elitist Mulltiobjective Genetic Algorithm: NSGA-II IEEE Transactions on Evolutionary Computation 6 2 182 197
  20. Fonseca C.M. Fleming P.L. 1993 Genetic Algorithms for Multiobjective Optimization: Formulation, Discussion and Generation Proceeding of the Fifth International Conference on Genetic Algorithms Morgan Kaufmann Publishers, Inc, San Meteo, CA 416 423
  21. Ge H.W. Shi Y. Reitz R.D. Wickman D.D. Zhu G.S. Zhang H.S. Kalish Y 2009 Heavy-Duty Diesel Combustion Optimization Using Multi-Objective Genetic Algorithm and Multi-Dimensional Modeling SAE Paper 2009-01-0716
  22. Genzale C.L. Reitz R.D. Wickman D.D. 2007 A Computational Investigation into the Effects of Spray Targeting, Bowl Geometry and Swirl Ratio for Low-Temperature Combustion in a Heavy-Duty Diesel Engine SAE Paper 2007-01-0119
  23. Goldberg D.E. Genetic Algorithms in Search, Optimization and Machine Learning Addison-wesley 1989
  24. Halstead M. Kirsh L. Quinn C 1977 The Autoignition of Hydrocarbon Fuels at High Temperatures and Pressures-Fitting of a Mathematical Model Combustion and Flame 30 45 60
  25. Hamosfakidis V. Reitz R.D. 2003 Optimization of a Hydrocarbon Fuel Ignition Model Combustion and Flame 132 3 433 450
  26. Han Z.Y. Reitz R.D. 1995 Turbulence Modeling of Internal Combustion Engines Using RNG k-ε Models Combustion Science and Technology 106 267 295
  27. Han Z.Y. Reitz R.D. 1997 A Temperature Wall Function Formulation for Variable Density Turbulent Flows with Application to Engine Convective Heat Transfer Modeling International Journal of Heat and Mass Transfer 40 3 613 625
  28. Hergart C. Willems W. Wenzel H 2001 Automatic Combustion System Optimization in a DI Diesel Engine 5th Comference in Applied Fluid Dynamics: CFD Efficiency and Economic Benefit in Manufacturing
  29. Hiroyasu G.J. Kodota T 1976 Models for Combustion and Formation of Nitric Oxide and Soot in DI Diesel Engines SAE Paper 760129
  30. Hiroyasu T. Hiroyasu H Miki M 2004 Reduction of Heavy-Duty Diesel Engine Emission and Fuel Economy With Multi-Objective Genetic Algorithm and Phenomenological Model SAE Paper 2004-01-0531
  31. Kim M. Liechty M.P. Reitz R.D. 2005 Application of Micro-Genetic Algorithms for the Optimization of Injection Strategies in a Heavy-Duty Diesel Engine SAE Paper 2005-01-0219
  32. Kimura S. Aoki O. Kitahara Y. Ogawa H. Muranaka S. Enomoto Y 1999 New Combustion Concept for Ultra-clean and High-Efficiency Small DI Diesel Engines SAE Paper 1999-01-3681
  33. Kimura S. Aoki O. Kitahara Y. Aiyoshizawa E 2001 Ultra-Clean Combution Technology combining a Low-Temperature and premixed combustion concept for meeting future emission standards SAE Paper 2001-01-0200
  34. Knowles J.D. Corne D.W. 2000 Approximating the Nondominated Front Using the Pareto Archived Evolution Strategy Evolutionary Computation 8 2 149 172
  35. Kokjohn S. Reitz R.D. 2008 A Computational Investigation of Two-Stage Combustion in a Light-Duty Diesel Engine SAE Paper 2008-01-2412
  36. Kong S.-C. Han Z.Y. Reitz R.D. 1995 The Development and Application of a Diesel Ignition and Combustion Model for Multidimensional Engine Simulations SAE Paper 950278
  37. Kong S.-C. Reitz R.D. 1993 Multidimensional Modeling of Diesel Ignition and Combustion Using Multistep Kinetics Models ASME Journal of Engineering for Gas Turbines and Power 115 4 781 789
  38. Lin Y. Zhang H.H. 2003 Component selection and smoothing in smoothing spline analysis of variance models Institute of Statistics Mimeo Series 2556 NUCS
  39. Liu Y. Reitz R.D. 2005 Optimizing HSDI Diesel Combustion and Emissions Using Multiple Injection Strategies SAE paper 2005-01-0212
  40. Liu Y. Lu F. Reitz R.D. 2006 The use of Non-parametric Regression to investigate the Sensitivities of HSDI Diesel Emissions and Fuel Consumption to Engine Parameters International Journal of Engine Research 7 167 180
  41. Montgomery D.T. Reitz R.D. 1996 Six-Mode Cycle Evaluation of the Effect of EGR and Multiple Injections on Particulate and NOx Emissions from a D.I. Diesel Engine SAE Paper 960316
  42. Munnannur A. Kong S.-C. Reitz R.D. 2005 Performance Optimization of Diesel Engines with Variable Intake Valve Timing via Genetic Algorithms SAE Paper 2005-01-0374
  43. Munnannur A. Reitz R.D. 2007 Droplet Collision Modeling in Multidimensional Spray Computations Proceedings of ILASS Americas, 20th Annual Conference on Liquid Atomization and Spray Systems Chicago, IL
  44. Nagle J. Strickland-Constable R.F. 1962 Oxidation of Carbon between 1000-2000°C Proceeding of the Fifth Carbon Conference 1 265 325
  45. Nevin R.M. Sun Y. Gonzalez M.A. Reitz R.D. 2007 PCCI Investigation Using Variable Intake Valve Closing in a Heavy Duty Diesel Engine SAE Paper 2007-01-0903
  46. Patel A. Kong S.-C. Reitz R.D. 2004 Development and Validation of a Reduced Reaction Mechanism for HCCI Engine Simulations SAE Paper 2004-01-0558
  47. Reitz R.D. 1987 Modeling Atomization Processes in High-Pressure Vaporization Sprays Atomization and Spray Technology 3 309 337
  48. Ricart L.M. Reitz R.D. Dec J.E. 2000 Comparisons of Predicted Diesel Spray Liquid Penetration and Vapor Fuel Distributions with In-Cylinder Optical Measurement ASME Journal of Engineering for Gas Turbines and Power 122 588 595
  49. Rutland C.J. Ayoub N. Han Z.Y. Hampson G. Kong S.-C. Mather D. Montgomery D. Musculus M. Patterson M Pierpont D. Ricart L. Stephenson P. Reitz R.D. 1995 Diesel Engine Model Development and Experiments SAE Paper 951200
  50. Sasaki D. Obayashi S 2005 Efficient Search for Trade-offs by Adaptive Range Multi-objective Genetic Algorithms Journal of Aerospace Computing, Information, and Communication 44 64
  51. Senecal P.K. Pomraning E. Richards K.J. 2002 Multi-mode Genetic Algorithm Optimization of Combustion Chamber Geometry for Low Emissions SAE Paper 2002-01-0958
  52. Shi Y. Reitz R.D. 2008a Assessment of Optimization Methodologies to Study the Effects of Bowl Geometry, Spray Targeting and Swirl Ratio for a Heavy-Duty Diesel Engine Operated at High Load SAE Paper 2008-01-0949
  53. Shi Y. Reitz R.D. 2008b Optimization Study of the Effects of Bowl Geometry, Spray Targeting and Swirl Ratio for a Heavy-Duty Diesel Engine Operated at Low- and High-Load International Journal of Engine Research 9 325 346
  54. Shi Y. Reitz R.D. 2009 Study of NSGA II Using Different Niching Strategies and Regression Methods in Engine Optimization Designs ASME Internal Combustion Engine Division 2009 Spring Technical Conference
  55. Shrivastava R. Hessel, R.P. Reitz, R.D. 2002 CFD Optimization of DI Diesel Engine Performance and Emissions using Variable Intake Valve Actuation with Boost Pressure, EGR and Multiple Injections SAE Paper 2002-01-0959 , SAE Transactions, Volume 111, Section 3, Journal of Engines 1612 1699
  56. Srinivas N. Deb K 1994 Multiobjective Optimization Using Nondominated Sorting in Genetic Algorithm Evolutionary Computation 2 3 221 248
  57. Sun Y. Reitz R.D. 2006 Modeling Diesel Engine NOx and Soot Reduction with Optimized Two-Stage Combustion SAE paper 2006-01-0027
  58. Thiel M.P. Reitz R.D. 2002 Experimental Optimization of a Heavy-Duty Diesel Engine using Automated Genetic Algorithms SAE Paper 2002-01-0960
  59. Wickman D.D. 2003 HSDI Diesel Engine Combustion Chamber Geometry Optimization Ph.D. Dissertation University of Wisconsin-Madison
  60. Wickman D.D. Senecal P.K. Reitz R.D. 2001 Diesel Engine Combustion Chamber Geometry Optimization Using Genetic Algorithms and MultiDimensional Spray and Combustion Modeling SAE Paper 2001-01-0547
  61. Yun H. Reitz R.D. 2003 An Experimental Study on Emissions Optimization in a HSDI Diesel Engine Using Micro-Genetic Algorithms SAE paper 2003-01-0347 , SAE Transactions, Volume 112, Section 4, Journal of Fuels and Lubricants 477 487
  62. Yun H. Reitz R.D. 2005 Combustion Optimization in the Low-temperature Diesel Combustion Regime International Journal of Engine Research 6 5 513 524

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