On the impact of differential diffusion between soot and gas phase species in turbulent flames
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Published version
Author(s)
Tian, L
Lindstedt, RP
Type
Journal Article
Abstract
The molecular diffusivities of larger PAHs and soot particles approach zero leading to differential diffusion
with gas-phase species. The present work systematically quantifies the impact on soot moments, soot related statistical correlations and Particle Size Distributions (PSDs) using a fully coupled transported joint
probability density function (JPDF) method featuring a 78-dimensional joint-scalar space, including enthalpy, gas phase species with the PSD discretised using 62 size classes via a mass and number density
preserving sectional method. Differential diffusion of soot (DDS) is treated via a gradual decline of diffusivity among soot sections maintaining realisability and the expected exponential decay of variance. The
solution of the flow field features a time-dependent second moment closure and an elliptic solver. The
turbulent non-premixed Sandia C2H4 flame from the International Sooting Flame (ISF) data base was selected as a target along with the KAUST (C2H4/N2) variant of the same flame. Results show that reduced
soot diffusion leads to a significant increase in the soot volume fraction RMS and that the correlation
coefficient between soot volume fraction and temperature is further reduced in a particle-size-dependent
manner. Similar observations are made for correlations between the soot volume fraction and the mass
fractions of gas-phase species such as CO, OH, H and C2H2. The results suggest that computational methods that presume explicit (e.g. flame structure related) correlations between such scalars and with soot
face leading order modeling challenges. It is also shown that the correlation between CO and soot increases due to oxidation of soot and that DDS leads to a modest downstream shift of PSDs towards larger
particles.
with gas-phase species. The present work systematically quantifies the impact on soot moments, soot related statistical correlations and Particle Size Distributions (PSDs) using a fully coupled transported joint
probability density function (JPDF) method featuring a 78-dimensional joint-scalar space, including enthalpy, gas phase species with the PSD discretised using 62 size classes via a mass and number density
preserving sectional method. Differential diffusion of soot (DDS) is treated via a gradual decline of diffusivity among soot sections maintaining realisability and the expected exponential decay of variance. The
solution of the flow field features a time-dependent second moment closure and an elliptic solver. The
turbulent non-premixed Sandia C2H4 flame from the International Sooting Flame (ISF) data base was selected as a target along with the KAUST (C2H4/N2) variant of the same flame. Results show that reduced
soot diffusion leads to a significant increase in the soot volume fraction RMS and that the correlation
coefficient between soot volume fraction and temperature is further reduced in a particle-size-dependent
manner. Similar observations are made for correlations between the soot volume fraction and the mass
fractions of gas-phase species such as CO, OH, H and C2H2. The results suggest that computational methods that presume explicit (e.g. flame structure related) correlations between such scalars and with soot
face leading order modeling challenges. It is also shown that the correlation between CO and soot increases due to oxidation of soot and that DDS leads to a modest downstream shift of PSDs towards larger
particles.
Date Issued
2023-05
Date Acceptance
2023-02-14
Citation
Combustion and Flame, 2023, 251
ISSN
0010-2180
Publisher
Elsevier
Journal / Book Title
Combustion and Flame
Volume
251
Copyright Statement
© 2023 The Author(s). Published by Elsevier Inc. on behalf of The Combustion Institute. This is an open access article under the CC BY license
(http://creativecommons.org/licenses/by/4.0/)
(http://creativecommons.org/licenses/by/4.0/)
License URL
Identifier
https://www.sciencedirect.com/science/article/pii/S001021802300069X
Subjects
DIAMETER
Differential diffusion of soot
Energy & Fuels
Engineering
Engineering, Chemical
Engineering, Mechanical
Engineering, Multidisciplinary
EQUATIONS
FLOWS
Hybrid transported PDF methods
JET
MIXTURE FRACTION
MODEL
PARTICLE-SIZE DISTRIBUTIONS
Physical Sciences
RADIATION
Science & Technology
Soot formation
Soot PSDs
Statistical correlations
Technology
TEMPERATURE
Thermodynamics
VOLUME FRACTION
Publication Status
Published
Article Number
112684
Date Publish Online
2023-03-06