Optimization of measurement angles for soot aggregate sizing by elastic light scattering, through design-of-experiment theory

Journal of Quantitative Spectroscopy and Radiative Transfer

Volumn 113, Issue 5, 2012, Pages 355-365

  Burr, D W ^a   Daun, K J ^a   Thomson, K A ^b   Smallwood, G J ^b  

^a UNIVERSITY OF WATERLOO   (Canada)

^b NATIONAL RESEARCH COUNCIL CANADA   (Canada)

Author keywords

Combustion diagnostics; Inverse analysis; Light scattering; Particles

Indexed keywords

ANGULAR SCATTERING; COLLIMATED RADIATION; COMBUSTION DIAGNOSTICS; ELASTIC LIGHT SCATTERING; EXPERIMENTAL DATA; ILL-POSED INVERSE PROBLEM; ILL-POSEDNESS; INFORMATION CONTENTS; INVERSE ANALYSIS; MULTI-ANGLE; PHYSICAL SIGNIFICANCE; SCATTERED LIGHT; SCATTERING REGIME; SOOT AGGREGATES;

ATMOSPHERIC AEROSOLS; ELEMENTARY PARTICLES; EXPERIMENTS; INVERSE PROBLEMS; OPTIMIZATION; SCATTERING; SIZE DISTRIBUTION; SOOT;

LIGHT SCATTERING;

ACCURACY ASSESSMENT; AEROSOL; COMBUSTION; INVERSE PROBLEM; LIGHT INTENSITY; LIGHT SCATTERING; OPTIMIZATION; SIZE DISTRIBUTION; SOOT;

EID: 84856233771     PISSN: 00224073     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jqsrt.2011.12.004     Document Type: Article

References (24)

1. Lefebvre A.H. Gas Turbine Combustion 1999, CRC, Boca Raton.
2. Pope C.A., Burnett R.T., Thun M.J., Calle E.E., Krewski D., Ito K., et al. Lung Cancer, Cardiopulmonary mortality, and long-tyerm exposure to fine particulate air pollution. Journal of the American Medical Association 2002, 287:1132.
3. Solomon S., Qin D., Manning M., Chen Z., Marquis M., Averyt K., et al. Ipcc 2007: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change 2007, Cambridge University Press, New York.
4. Hansen J., Nazarenko L. Soot climate forcing via snow and ice albedos. Proceedings of the National Academy of Sciences of the United States of America 2004, 101:423.
5. Wild M. Global dimming and brightening: a review. Journal of Geophysical Research. 2009, 114:D00D16.
6. Brasil A., Farias T., Carvalho M.A. Recipe for image characterization of fractal-like aggregates. Journal of Aerosol Science 1999, 30:1379.
7. Sorensen C. Light scattering by fractal aggregates: a review. Aerosol Science and Technology 2001, 35:648-687.
8. Sorensen C., Lu N., Cai J. fractal cluster size distribution measurement using static light scattering. Journal of Colloid and Interface Science 1995, 174:456-460.
9. Iyer S.S., Litzinger T.A., Lee S.Y., Santoro R.J. Determination of soot scattering coefficient from extinction and three-angle scattering in a laminar diffusion flame. Combustion and Flame 2007, 149:206-216.
10. Link O., Snelling D., Thomson K.A., Smallwood G.J. Development of absolute intensity multi-angle light scattering for the determination of polydisperse soot aggregate properties. Proceedings of the Combustion Institute 2010, 33:847-854.
11. Burr D.W., Daun K.J., Link O., Thomson K.A., Smallwood G.J. Determination of the soot aggregate size distribution from elastic light scattering through bayesian inference. Journal of Quantitative Spectroscopy and Radiative Transfer 2010, 112:1099-1107.
12. Friedlander S., Wang C. The self-preserving particle size distribution for coagulation by brownian motion. Journal of Colloid and Interface Science 1966, 22:126-132.
13. Oltmann H., Reimann J., Will S. Wide-angle light scattering (WALS) for soot aggregate characterization. Combustion and Flame 2010, 157:516-522.
14. Howell J.R., Siegel R., Menguc M.P. Thermal Radiation Heat Transfer 2010, CRC Press, Boca Raton. 5th Ed.
15. Tian K., Liu F., Thomson K.A., Snelling D.R., Smallwood G.J., Wang D. Distribution of the number of primary particles of soot aggregates in a nonpremixed laminar flame. Combustion and Flame 2004, 138:195-198.
16. Yang B., Koylu U.O. Soot processes in a strongly radiating turbulent flame from laser scattering/extinction experiments. Journal of Quantitative Spectroscopy and Radiative Transfer 2005, 93:289-299.
17. Khlebtsov N.G., Melnikov A.G. Structure factor and exponent of scattering by polydisperse fractal colloidal aggregates. Journal of Colloid and Interface Science 1994, 163:145-151.
18. Hansen P.C. Rank-Deficient and Discrete Ill-Posed Problems: Numerical Aspects of Linear Inversion 1998, SIAM, Philadelphia.
19. Steinberg D.M., Hunter W.G. Experimental design: review and comment. Technometrics 1984, 26:71-97.
20. Hansen P.C., O'Leary D.P. The use of the L-curve in the regularization of discrete ill-posed problems. SIAM Journal of Scientific Computing 1993, 14:1487-1503.
21. Morozov V.A. On the solution of functional equations by the method of regularization. Soviet Doklady Mathematics 1966, 7:414-417.
22. Golub G.H., Heath M., Wahba G. Generalized cross-validation as a method for choosing a good ridge parameter. Technometrics 1979, 21:215-223.
23. Farias T.L., Köylü Ü.Ö., Carvalho M.G. Range of validity of the rayleigh-debye-gans theory for optics of fractal aggregates. Applied Optics 1996, 35:6560-6567.
24. Emery A., Fadale T. Design of experiments using uncertainty information. Journal of Heat Transfer 1996, 118:532-539.