[HTML][HTML] Overview of methods to characterize the mass, size, and morphology of soot

TA Sipkens, A Boies, JC Corbin, RK Chakrabarty… - Journal of Aerosol …, 2023 - Elsevier
Combustion and other high-temperature processes can produce solid aerosol nanoparticles
with complex morphologies, including fractal-like aggregates of primary particles …

On determining soot maturity: A review of the role of microscopy-and spectroscopy-based techniques

A Baldelli, U Trivanovic, TA Sipkens, SN Rogak - Chemosphere, 2020 - Elsevier
Incomplete combustion is the main source of airborne soot, which has negative impacts on
public health and the environment. Understanding the morphological and chemical …

On the thermophoretic sampling and TEM-based characterisation of soot particles in flames

ML Botero, J Akroyd, D Chen, M Kraft, JR Agudelo - Carbon, 2021 - Elsevier
Thermophoretic sampling and TEM imaging are common techniques used to characterise
soot particles in flames. In this paper, we present a multi-scale evaluation of operating …

An optimized evaluation strategy for a comprehensive morphological soot nanoparticle aggregate characterization by electron microscopy

M Altenhoff, S Aßmann, C Teige, FJT Huber… - Journal of Aerosol …, 2020 - Elsevier
For a comprehensive understanding of nanoparticle formation in gas phase processes, such
as soot formation, morphological parameters of fractal-like particle aggregates, like the …

Morphology and Raman spectra of aerodynamically classified soot samples

A Baldelli, SN Rogak - Atmospheric Measurement Techniques, 2019 - amt.copernicus.org
Airborne soot is emitted from combustion processes as aggregates of primary particles. The
size of the primary particles and the overall aggregate size control soot transport properties …

Comparison of manual and automatic approaches for characterisation of morphology and nanostructure of soot particles

P Verma, E Pickering, N Savic, A Zare, R Brown… - Journal of Aerosol …, 2019 - Elsevier
This study is an attempt to compare the manual and automatic approaches for analysis of
the morphology and nanostructure of soot particles. The automated methodology is …

Automated analysis of transmission electron micrographs of metallic nanoparticles by machine learning

N Gumbiowski, K Loza, M Heggen, M Epple - Nanoscale advances, 2023 - pubs.rsc.org
Metallic nanoparticles were analysed with respect to size and shape by a machine learning
approach. This involved a separation of particles from the background (segmentation), a …

Soot primary particle sizing in a n-heptane doped methane/air laminar coflow diffusion flame by planar two-color TiRe-LII and TEM image analysis

F Patiño, JJ Cruz, I Verdugo, J Morán, JL Consalvi… - Fuel, 2020 - Elsevier
Soot primary particle size distribution along the centerline of a laminar coflow methane/air
diffusion flame doped with vaporized n-heptane at atmospheric pressure was studied using …

Soot aggregate morphology in coflow laminar ethylene diffusion flames at elevated pressures

B Gigone, AE Karataş, ÖL Gülder - Proceedings of the Combustion Institute, 2019 - Elsevier
The effect of combustion pressure on soot aggregate morphology and on primary soot
particle diameter was investigated by thermophoretic sampling in nitrogen-diluted ethylene …

ML-assisted optimization method for the prediction of 3-dimensional fractal structures from microscopic images

A Singh, SK Kailas, T Thajudeen - Journal of Aerosol Science, 2024 - Elsevier
Aggregated aerosol particles released from high temperature processes and combustion
processes are often described as quasi-fractal aggregates, where the shape of these …