Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
Progress in combustion science and engineering has led to the generation of large amounts
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …

A review of terminology used to describe soot formation and evolution under combustion and pyrolytic conditions

HA Michelsen, MB Colket, PE Bengtsson, A D'anna… - ACS …, 2020 - ACS Publications
This review presents a glossary and review of terminology used to describe the chemical
and physical processes involved in soot formation and evolution and is intended to aid in …

Alcohol combustion chemistry

SM Sarathy, P Oßwald, N Hansen… - Progress in energy and …, 2014 - Elsevier
Alternative transportation fuels, preferably from renewable sources, include alcohols with up
to five or even more carbon atoms. They are considered promising because they can be …

A review of particulate number (PN) emissions from gasoline direct injection (GDI) engines and their control techniques

M Raza, L Chen, F Leach, S Ding - Energies, 2018 - mdpi.com
Particulate Matter (PM) emissions from gasoline direct injection (GDI) engines, particularly
Particle Number (PN) emissions, have been studied intensively in both academia and …

Soot modeling of counterflow diffusion flames of ethylene-based binary mixture fuels

Y Wang, A Raj, SH Chung - Combustion and Flame, 2015 - Elsevier
A soot model was developed based on the recently proposed PAH growth mechanism for C
1–C 4 gaseous fuels (KAUST PAH Mechanism 2, KM2) that included molecular growth up to …

LES model for sooting turbulent nonpremixed flames

ME Mueller, H Pitsch - Combustion and Flame, 2012 - Elsevier
In this work, an integrated Large Eddy Simulation (LES) model is developed for sooting
turbulent nonpremixed flames and validated in a laboratory scale flame. The integrated …

Formation, growth, and transport of soot in a three-dimensional turbulent non-premixed jet flame

A Attili, F Bisetti, ME Mueller, H Pitsch - Combustion and flame, 2014 - Elsevier
The formation, growth, and transport of soot is investigated via large scale numerical
simulation in a three-dimensional turbulent non-premixed n-heptane/air jet flame at a jet …

Differential diffusion effects, distributed burning, and local extinctions in high Karlovitz premixed flames

S Lapointe, B Savard, G Blanquart - Combustion and flame, 2015 - Elsevier
Direct numerical simulations of premixed n-heptane/air flames at different Karlovitz numbers
are performed using detailed chemistry. Differential diffusion effects are systematically …

The importance of accurately modelling soot and radiation coupling in laminar and laboratory-scale turbulent diffusion flames

F Liu, JL Consalvi, F Nmira - Combustion and Flame, 2023 - Elsevier
Ultrafine and highly light absorbing soot particles have been known to be harmful to human
health and a major climate forcer. Understanding the mechanisms of soot formation and …

Coupling an LES approach and a soot sectional model for the study of sooting turbulent non-premixed flames

P Rodrigues, B Franzelli, R Vicquelin, O Gicquel… - Combustion and …, 2018 - Elsevier
Due to their negative impacts on environment and human health, future regulations on soot
emissions are expected to become stricter, in particular by controlling the size of the emitted …