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Automated Detection of Primary Particles from Transmission Electron Microscope (TEM) Images of Soot Aggregates in Diesel Engine Environments

Journal Article
2015-01-1991
ISSN: 1946-3936, e-ISSN: 1946-3944
Published September 01, 2015 by SAE International in United States
Automated Detection of Primary Particles from Transmission Electron Microscope (TEM) Images of Soot Aggregates in Diesel Engine Environments
Sector:
Citation: Kook, S., Zhang, R., Chan, Q., Aizawa, T. et al., "Automated Detection of Primary Particles from Transmission Electron Microscope (TEM) Images of Soot Aggregates in Diesel Engine Environments," SAE Int. J. Engines 9(1):279-296, 2016, https://doi.org/10.4271/2015-01-1991.
Language: English

References

  1. Li , Z. , Song , C. , Song , J. , Lv , G. et al. Evolution of the Nanostructure, Fractal Dimension and Size of In-Cylinder Soot during Diesel Combustion Process Combust. Flame 158 8 1624 1630 2011
  2. Kook , S. and Pickett , L.M. Soot Volume Fraction and Morphology of Conventional and Surrogate Jet Fuel Sprays at 1000-K and 6.7-MPa Ambient Conditions Proc. Combust. Inst. 33 2911 2918 2011
  3. Kondo , K. , Yamaguchi , T. , Nishigai , H. , Takano , S. et al. High-Resolution Transmission Electron Microscopy of Soot Directly Sampled at Different Axial Locations in Diesel Spray Flame SAE Technical Paper 2011-24-0068 2011 10.4271/2011-24-0068
  4. Yamaguchi , T. , Kondo , K. , Nishigai , H. , Takano , S. et al. Direct Sampling, TEM Analysis and Optical Measurement of Soot Particles at Different Axial Locations in a Transient Spray Flame SAE Int. J. Fuels Lubr. 5 1 316 328 2012 10.4271/2011-01-2051
  5. Kook , S. and Pickett , L. Soot Volume Fraction and Morphology of Conventional, Fischer-Tropsch, Coal-Derived, and Surrogate Fuel at Diesel Conditions SAE Int. J. Fuels Lubr. 5 2 647 664 2012 10.4271/2012-01-0678
  6. Aizawa , T. , Nishigai , H. , Kondo , K. , Yamaguchi , T. et al. Transmission Electron Microscopy of Soot Particles Directly Sampled in Diesel Spray Flame - A Comparison between US#2 and Biodiesel Soot SAE Int. J. Fuels Lubr. 5 2 665 673 2012 10.4271/2012-01-0695
  7. Sakai , M. , Iguma , H. , Kondo , K. , and Aizawa , T. Nanostructure Analysis of Primary Soot Particles Directly Sampled in Diesel Spray Flame via HRTEM SAE Technical Paper 2012-01-1722 2012 10.4271/2012-01-1722
  8. Kondo , K. , Aizawa , T. , Kook , S. , and Pickett , L. Uncertainty in Sampling and TEM Analysis of Soot Particles in Diesel Spray Flame SAE Technical Paper 2013-01-0908 2013 10.4271/2013-01-0908
  9. Kook , S. , Zhang , R. , Szeto , K. , Pickett , L. et al. In-Flame Soot Sampling and Particle Analysis in a Diesel Engine SAE Int. J. Fuels Lubr. 6 1 80 97 2013 10.4271/2013-01-0912
  10. Zhang , R. , Szeto , K. , and Kook , S. Size Distribution and Structure of Wall-Deposited Soot Particles in an Automotive-Size Diesel Engine SAE Int. J. Fuels Lubr. 6 3 605 614 2013 10.4271/2013-01-2534
  11. Kuribayashi , M. , Ishizuka , Y. , and Aizawa , T. Sizing of Soot Particles in Diesel Spray Flame - A Qualitative Comparison between TEM Analysis and LII/Scattering Laser Measurements SAE Int. J. Fuels Lubr. 6 3 641 650 2013 10.4271/2013-01-2576
  12. Okabe , K. , Sakai , M. , Mizutani , Y. , and Aizawa , T. Aromatic Additive Effect on Soot Formation and Oxidation in Fischer-Tropsch Diesel (FTD) Spray Flame - Morphology and Nanostructure Analysis of In-Flame Soot Particles via HRTEM- SAE Int. J. Fuels Lubr. 6 3 807 816 2013 10.4271/2013-01-2681
  13. Zhang , R. and Kook , S. Influence of Fuel Injection Timing and Pressure on In-Flame Soot Particles in an Automotive-Size Diesel Engine Environ. Sci. Technol.” 48 14 8243 8250 2014
  14. Kondo , K. , Takahashi , J. , and Aizawa , T. Morphology Analysis of Wall-Deposited Diesel Soot Particles via Transmission Electron Microscope SAE Int. J. Fuels Lubr. 7 3 683 692 2014 10.4271/2014-01-2637
  15. Kuribayashi , M. , Mizutani , Y. , Ishizuka , Y. , Taki , N. et al. Effects of Ambient Oxygen Concentration on Soot Processes in Diesel Spray Flame - A Qualitative Comparison between TEM Analysis and LII/Scattering Laser Measurements SAE Int. J. Fuels Lubr. 7 3 693 703 2014 10.4271/2014-01-2642
  16. Ishiguro , T. , Suzuki , N. , Fujitani , Y. , and Morimoto , H. Microstructural Changes of Diesel Soot during Oxidation Combust. Flame 85 1 6 1991
  17. Ishiguro , T. , Takatori , Y. , and Akihama , K. Microstructure of Diesel Soot Particles Probed by Electron Microscopy: First Observation of Inner Core and Outer Shell Combust. Flame 108 231 234 1997
  18. Song J. , Cheenkachorn , K. , Wang J. , Perez J. , Boehman , A.L. , Young , P.J. , and Waller , F.J. Effect of Oxygenated Fuel on Combustion and Emissions in a Light-Duty Turbo Diesel Engine Energy Fuels 16 294 301 2002
  19. Lee , K.O. , Cole , R. , Sekar , R. , Choi , M.Y. , Kang , J. , Bae , C. , and Shin , H.D. Morphological Investigation of the Microstructure, Dimensions, and Fractal Geometry of Diesel Particulates Proc. Combust. Inst. 29 647 653 2002
  20. Zhu , J. , Lee , K.O. , Yozgatligil , A. , and Choi , M.Y. Effects of Engine Operating Conditions on Morphology, Microstructure, and Fractal Geometry of Light-Duty Diesel Engine Particles Proc. Combust. Inst. 30 2781 2789 2005
  21. Muzyka , V. , Veimer , S. , Schmidt , N. On the Carcinogenic Risk Evaluation of Diesel Exhaust: Benzene in Airborne Particles and Alterations of Heme Metabolism in Lymphocytes as Markers of Exposure Sci. Total Environ. 217 1-2 103 111 1998
  22. Lighty , J.S. , Veranth , J.M. , Sarofim , A.F. Combustion Aerosols: Factors Governing Their Size and Composition and Implications to Human Health J. Air Waste Manage. Assoc. 50 1565 1618 2000
  23. Zhang , R. , Khalizov , A.F. , Pagels , J. , Zhang , D. et al. Variability in Morphology, Hygroscopicity, and Optical Properties of Soot Aerosols during Atmospheric Processing Proc. Natl. Acad. Sci. U.S.A. 105 30 10291 10296 2008
  24. Broday , D.M. and Rosenzweig , R. Deposition of Fractal-Like Soot Aggregates in the Human Respiratory Tract J. Aerosol Sci. 42 6 372 386 2011
  25. Benbrahim-Tallaa , L. , Baan , R.A. , Grosse , Y. , Lauby-Secretan , B. et al. Carcinogenicity of Diesel-Engine and Gasoline-Engine Exhausts and Some Nitroarenes Lancet Onco. 13 663 664 2013
  26. Su , D. S. , Serafino , A. , Müller , J-O. , Jentoft , R.E. et al. Cytotoxicity and Inflammatory Potential of Soot Particles of Low-Emission Diesel Engines Environ. Sci. Technol. 42 5 1761 1765 2008
  27. Frank , B. , Schlögl , R. , Su , D.S. Diesel Soot Toxification Environ. Sci. Technol. 47 7 3026 3027 2013
  28. Sorensen , C.M. and Roberts , G.C. The Prefactor of Fractal Aggregates J.Colloid Interface Sci 186 2 447 452 1997
  29. Samson , R.J. , Mulholland , G.W. , and Gentry J.W. Structural Analysis of Soot Agglomerates Langmuir 3 272 281 1987
  30. Megaridis , C.M. and Dobbins , R.A. Morphological Description of Flame-Generated Materials Combust. Sci. Technol. 71 1-3 95 109 1990
  31. Köylü ; Ü.Ö. , Xing , Y. , and Rosner , D.E. Fractal Morphology Analysis of Combustion-Generated Aggregates Using Angular Light Scattering and Electron Microscope Images Langmuir 11 12 4848 4854 1995
  32. Köylü ; Ü.Ö. , Faeth , G.M. , Farias , T.L. , and Carvalho , M.G. Fractal and Projected Structure Properties of Soot Aggregates Combust. Flame 100 4 621 633 1995
  33. Oh , C. and Sorensen , C.M. The Effect of Overlap between Monomers on the Determination of Fractal Cluster Morphology J.Colloid Interface Sci. 193 1 17 25 1997
  34. Brasil , A.M. , Farias , T.L. , and Carvalho , M.G. A Recipe for Image Characterization of Fractal-Like Aggregates J. Aerosol Sci. 30 10 1379 1389 1999
  35. Pickett , L.M. and Siebers , D.L. Soot in Diesel Fuel Jets: Effects of Ambient Temperature, Ambient Density, and Injection Pressure Combust. Flame 138 1-2 114 135 2004
  36. Dobbins , R.A. and Megaridis , C.M. Absorption and Scattering of Light by Polydisperse Aggregates Appl. Opt. 30 4747 4754 1991
  37. Sorensen , C.M. Light Scattering by Fractal Aggregates: A Review Aerosol Sci. Technol. 35 648 687 2001
  38. Williams , T.C. , Shaddix , C.R. , Jensen , K.A. , and Suo-Anttila , J.M. Measurement of the Dimensionless Extinction Coefficient of Soot within Laminar Diffusion Flames Int. J. Heat Mass Trans 50 1616 1630 2007
  39. Harauz G. and Fong-Lochovsky , A. Automatic Selection of Macromolecules from Electron Micrographs by Component Labelling and Symbolic Processing Ultramicroscopy 31 4 333 344 1989
  40. Lata , K.R. , Penczek , P. , and Frank , J. Automatic Particle Picking from Electron Micrographs Ultramicroscopy 58 3-4 381 391 1995
  41. Grishin , I. , Thomson K. , Migliorini , F. , and Sloan , J.J. Application of the Hough transform for the Automatic Determination of Soot Aggregate Morphology Appl. Opt. 51 5 610 620 2012
  42. Hough , P.V.C. Methods and Means for Recognizing Complex Patterns U.S. Patent 3069654A 1962
  43. Duda , R.O. and Hart , P.E. Use of the Hough Transform to Detect Lines and Curves in Pictures Communications of the ACM 15 1 11 15 1972
  44. Canny , J. A Computational Approach to Edge Detection IEEE Trans. Pattern Analysis Machine Intelligence 8 6 679 698 1986
  45. De , S. , Biswas , N. , Sanyal , A. , Ray P. et al. Detecting Surface Circular Objects from Low Contrast Noisy Images: Applications in Microscope Image Enhancement World Academy of Science, Engineering and Technology 6 2012 07 26 2012
  46. Engine Combustion Network Data Archive http://www.sandia.gov/ecn/dieselspraycombustion
  47. Bruneaux , G. Mixing Process in High Pressure Diesel Jets by Normalized Laser Induced Exciplex Fluorescence Part I: Free Jet SAE Technical Paper 2005-01-2100 2005 10.4271/2005-01-2100
  48. Cenker , E. , Bruneaux , G. , Pickett , L. , and Schulz , C. Study of Soot Formation and Oxidation in the Engine Combustion Network (ECN), Spray A: Effects of Ambient Temperature and Oxygen Concentration SAE Int. J. Engines 6 1 352 365 2013 10.4271/2013-01-0901
  49. Cenker , E. , Kondo , K. , Bruneaux , G. , Dreier , T. et al. Assessment of Soot Particle-Size Imaging with LII at Diesel Engine Conditions submitted to Applied Physics B 2015
  50. Lequien , G. , Andersson , Ö. , Tunestal , P. , and Lewander , M. A Correlation Analysis of the Roles of Soot Formation and Oxidation in a Heavy-Duty Diesel Engine SAE Technical Paper 2013-01-2535 2013 10.4271/2013-01-2535
  51. Rissler , J. , Messing , M.E. , Malik , A.I. , Nilsson , P.T. et al. Effective Density Characterization of Soot Agglomerates from Various Sources and Comparison to Aggregation Theory Aerosol Sci Tech 47 7 792 805 2013
  52. Andersson , Ö. Handbook of Combustion: Diesel Combustion Chapter 3 415 440 Weinheim Wiley-VCH Verlag GmbH & Co. 2010
  53. Chan , H.-P. , Vyborny , C.J. , MacMahon , H. , Metz , C.E. et al. Digital Mammography: ROC Studies of the Effects of Pixel Size and Unsharp-Mask Filtering on the Detection of Subtle Microcalcifications Invest Radiol 22 581 589 1987
  54. Gonzalez , R.C. and Woods , R.E. Digital Image Processing 3 rd Prentice Hall 2008

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