Model calibration for spray penetration and mixture formation in a high pressure fuel spray using a micro-genetic algorithm and optical data

SAE Technical Papers

Volumn , Issue , 2005, Pages

  Weber, J ^a   Spiekermann, P ^a   Peters, N ^a  

^a UNIVERSITY HOSPITAL RWTH AACHEN   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL FLUID DYNAMICS; DROP BREAKUP; EVAPORATION; FUELS; GENETIC ALGORITHMS; LIQUIDS; MIXTURES; PASSENGER CARS; RAMAN SPECTROSCOPY; STRETCHING;

COMMON RAIL INJECTION SYSTEM; DIMENSIONAL PARAMETERS; DISCRETE DROPLET MODEL; HIGH TEMPERATURE HIGH PRESSURE; HIGH-PRESSURE DIRECT INJECTION; LIQUID- AND VAPOR PHASE; MICRO GENETIC ALGORITHM; OH STRETCHING VIBRATIONS;

DIRECT INJECTION;

EID: 85072469668     PISSN: 01487191     EISSN: 26883627     Source Type: Journal    
DOI: 10.4271/2005-01-2099     Document Type: Conference Paper

References (57)

1. Mewes B., Bauer G., and Brüggemann D.,. Fuel Vapor Measurements by Linear Raman Spectroscopy Using Spectral Discrimination from Droplet Interferences.- Applied Optics, 38 (6): 1040-1045, February 1999. (Pubitemid 129308936)
2. Beushausen V., Mueller T., and Hentschel W.,. 2D Characterization of Alcohol Sprays by Means of 1D Spontaneous Raman Scattering. ILASS-Europe, Darmstadt, 2000.
3. Siebers D. L., and Edwards C. F.,. Auotignition of Methanol and Ethanol Sprays under Diesel Engine Conditions. SAE Paper No. 870588, 1987.
4. Pitsch H., and Peters N.,. Investigation of the Ignition Process of Sprays Under Diesel Engine Conditions Using Reduced n-Heptane Chemistry. Paper No. SAE 982464, 1998.
5. Hoffmann K.H., Hummel K., Maderstein T., and Peters A.,. Das Common-Rail-Einspritzsystem-ein neues Kapitel der Dieseleinspritztechnik. MTZ Motortechnische Zeitschrift, 58 (10), 1997.
6. Bosch W.,. Der Einspritzgesetzindikator-ein neues Meßgerät zur direkten Bestimmung des Einspritzgesetzes von Einzeleinspritzungen. MTZ Motortechnische Zeitschrift, 25 (7), 1964.
7. Smith W. J., and Timoney D. J.,. Fuel Injection Rate Analysis-A New Diagnostic Tool for Combustion Research. Paper No. SAE 92224, 1992.
8. Oertel H.,. Optische Strömungsmesstechnik. G. Braun Verlag, 1989.
9. Otsu N.,. A Threshold Selection Method From Grey Level Histograms. IEEE Transactions on Systems Management and Cybernetics, SMC-9:62-67, 1979.
10. Long Derek,. Raman Spectroscopy. McGraw-Hill, New York, 1977.
11. Weber A.,. Raman Spectroscopy of Gases and Liquids. Springer Verlag, Berlin, 1979.
12. Eckbreth A.C.,. Laser Diagnostics for Combustion Temperature and Species. Abacus Press, Tunbrigde Ells Kent, 1987.
13. Rothe E., and Andresen P.,. Applications of Tunable Excimer Lasers to Combustion Diagnostics: A Review. Applied Optics, 36 (18): 3971-4033, 1997. (Pubitemid 127613686)
14. Acker W. P., Serpengüzel A., Chang R. K., and Hill S. C.,. Stimulated Raman Scattering of Fuel Droplets: Chemical Concentration and Size Determination. Appl. Phys. B 51, 51: 9-16, 1990. (Pubitemid 20722350)
15. Serpengüzel A., Swindal J. C., Chang R. K., and Acker W. P.,. Two-Dimensional Imaging of Sprays with Fluorescence, Lasing, and Stimulated Raman Scattering. Applied Optics, 31: 3543-3551, 1992.
16. Schrötter H.W., and Klöckner H.W.,. Raman Scattering Cross Sections in Gases and Liquids. Springer Verlag, 1979.
17. Onsager L.,. Electric Moments of Molecules in Liquids. J. Am. Chem. Soc., 58: 1486, 1936.
18. Schweiger G.,. Raman Scattering on Single Aerosols Particles and Flowing Aerosols. J. Aerosols Sci., 21 (4): 483-509, 1990.
19. Kamimoto T., Yokota H., and Kobayashi H.,. Effect of High Pressure Injection on Soot Formation Processes in a Rapid Compression Machine to Simulate Diesel Flames. Paper No. SAE 871610, 1987.
20. Hiroyasu H., and Kadota T.,. Fuel Droplet Size Distribution in Diesel Combustion Chamber. SAE Paper No. 740715, 1974.
21. Farrell P. V., Chang C. T., and Su T. F.,. High Pressure Multiple Injection Spray Characteristics. Paper No. SAE 960860, 1996.
22. Koss H. J.,. Spektroskopische Untersuchungen zur Kraftstoffeinspritzung. PhD thesis, RWTH Aachen, 1994.
23. Haworth D. C., Huebler M. S., El Thary S. H., and Matthes W. R.,. Multidimensional Calculations for a Two-Stroke-Cycle Engine: a Detailed Scavenging Model Validation. SAE Paper No. 932712, 70, 1993.
24. Ferziger J. H., and Peric M.,. Computational Methods for Fluid Dynamics. Springer, 2002.
25. Jones W. P., and Launder B. E.,. The prediction of laminarization with a two-equation model of turbulence. Int. J. Heat Mass Transfer, pages 301-314, 1972.
26. Dukowicz J. K.,. A particle-fluid model numerical model for liquid sprays. J. Comput. Phys., 35: 229-253, 1980.
27. Williams F. A.,. Spray combustion and atomization. Phys. Fluids, 1: 541-545, 1958.
28. Crowe C. T., Sharma M. P., and Stock D. E.,. The particle-source-in cell (psi-cell) model for gas-droplet flows. J. of Fluids Engr., 99: 325-332, 1977.
29. Herrmann M.,. Modeling primary breakup: A three-dimensional Eulerian level set/vortex sheet method for two-phase interface dynamics. In Annual Research Briefs-2003. Center for Trubulence Research, Stanford University, 2003.
30. Reitz R. D., and Diwakar R.,. Structure of high-pressure fuel sprays. Paper No. SAE 870598, 1987.
31. Ricart L. M., Reitz R. D., and Deck J.,. Comparisons of Diesel Spray Liquid Penetration and Vapor Fuel Distribution With In-Cylinder Optical Measurements. Transactions of the ASME, 122: 588-595, 2000.
32. Patterson M. A., and Reitz R. D.,. Modeling the Effects of Fuel Spray Characteristics on Diesel Engine Combustion and Emission. Paper No. SAE 980131, 1998.
33. Ricart L. M., Xin J., Bower G. R., and Reitz R. D.,. In-Cylinder Measurement and Modeling of Liquid Fuel Spray Penetration in a Heavy- Duty Diesel Engine. Paper No. SAE 971591, 1997.
34. Su T.F., Patterson M. A., Reitz R. D., and Farrell P. V.,. Experimental and Numerical Studies of High Pressure Multiple Injection Sprays. Paper No. SAE 960861, 1996.
35. Espey C., and Dec J. E.,. The Effect of TDC Temperature and Density on the Liquid-Phase Fuel Penetration in a D.I. Diesel Engine. SAE Paper No. 952456, 1995.
36. Amsden A. A., O'Rourke P. J., and Butler T. D.,. KIVA II: A Computer Program for Chemically Reactive Flows with Sprays. Technical Report LA-11560-MS, Los Alamos National Laboratories, 1989.
37. Sirignano W. A.,. Fluid Dynamics and Transport of Droplets and Sprays. Cambridge University Press, 1999.
38. Ranz W. E., and Marshall W. R.,. Evaporation from Drops: Part I+II. Chem. Eng. Prog., 48: 141-146, 173-180, 1952.
39. Poling B. E., Prausnitz J. M., and O'Connell J. P.,. The Properties of Gases and Liquids. McGraw-Hill, 5th edition, 2001.
40. Schwefel Hans Paul,. Numerical optimization of computer models. Wiley & Sons, 1981.
41. Goldberg David E.,. Genetic Algorhrithms in Search, Optimization, and Machine Learning. Addison-Wesley, first edition, 1989.
42. De Jong K. A.,. An analysis of the behaviour of a class of genetic adaptive systems. PhD thesis, University of Michigan, 1975.
43. Krishnakumar K.,. Micro-Genetic Algorithms for Stationary and Non-stationary Function Optimization. SPIE: Intelligent Control and Adaptive Systems, 1196 (32), 1989.
44. Yang G., Reinstein L. E., Pai S., Xu Z., and Carroll D. L.,. A new genetic algorithm technique in optimization of permanent prostate implants. Med. Phys., 12 (25): 338-346, February 1998.
45. de Risi A., Donateo T., and Laforgia D.,. Optimization of the Combustion Chamber of Direct Injection Diesel Engines. SAE Paper No. 2003-01-1064, 2003.
46. Senecal P. K., Pomraning E., and Richards K. J.,. Multi-Mode Genetic Algorithm Optimization of Combustion Chamber Geometry for Low Emissions. SAE Paper No. 2002-01-0958, 2002.
47. Wickman D. D., Senecal P. K., and Reitz R. D.,. Diesel Engine Combustion Chamber Geometry Optimization Using Genetic Algorithms and Multi-Dimensional Spray and Combustion Modeling. SAE Paper No. 2001-01-0547, 2001.
48. Senecal P. K., and Reitz R. D.,. Simultaneous Reduction of Engine Emissions and Fuel Consumption Using Genetic Algorithms and Multi-Dimensional Spray and Combustion Modeling. SAE Paper No. 2000-01-1890, 2000.
49. Carroll D. L.,. Chemical laser modeling with genetic algorithms. AIAA Journal, 34 (2): 338-346, February 1996. (Pubitemid 126510970)
50. Gropp W., Lusk E., Doss N., and Skjellum A.,. A high-performance, portable implementation of the MPI message passing interface standard. Parallel Computing, 22 (6): 789-828, September 1996. (Pubitemid 126364517)
51. Gropp William D., and Ewing Lusk,. User's Guide for mpich, a Portable Implementation of MPI. Mathematics and Computer Science Division, Argonne National Laboratory, 1996. ANL-96/6.
52. Weber J., Peters N., Bockhorn H., and Pittermann R.,. Numerical Simulation of the Evolution of the Soot Particle Size Distribution in a DI Diesel Engine Using an Emulsified Fuel of Diesel-Water. Paper No. SAE 2004-01-1840, 2004.
53. Lohn J. D., Kraus W. F., and Haith G. L.,. Comparing a coevolutionary genetic algorithm for multi-objective optimization. Report 0-7803-7282-4/02/, NASA Ames Research Center, Moffett Field, CA, 94035, NAREX, Inc, Golden, CO, USA, 2002.
54. Michalewicz Zbigniew,. Genetic Algorithms + Data Structures = Evolution Programs. Springer, third edition, 1996.
55. Siebers D. L.,. Liquid-Phase Fuel Penetration in Diesel Sprays. SAE Paper No. 980809, 1998.
56. Rutland C. J., Ayoub N., Han H., Hampson G., Kong S.-C., Mather D., Musculus M., Patterson M., Ricart L., Stephenson P., and Reitz R. D.,. Progress towards Diesel Combustion Modeling. Paper No. SAE 952429, 1995.
57. Levich V. G.,. Physicochemical Hydrodynamics. Prentice Hall, 1962.