[HTML][HTML] 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 …

[HTML][HTML] Structure and dynamics of highly turbulent premixed combustion

AM Steinberg, PE Hamlington, X Zhao - Progress in Energy and …, 2021 - Elsevier
Turbulent premixed combustion involves simultaneous and mutually interacting fluid,
chemical, and transport phenomena spanning a wide range of spatial and temporal scales …

A statistical analysis of developing knock intensity in a mixture with temperature inhomogeneities

MB Luong, S Desai, FEH Pérez, R Sankaran… - Proceedings of the …, 2021 - Elsevier
Knock formation and its intensity for a stoichiometric ethanol/air mixture under a
representative end-gas auto-ignition condition in IC engines with temperature …

Effects of turbulence and temperature fluctuations on knock development in an ethanol/air mixture

MB Luong, S Desai, FE Hernández Pérez… - Flow, Turbulence and …, 2021 - Springer
The effects of turbulence on knock development and intensity for a thermally
inhomogeneous stoichiometric ethanol/air mixture at a representative end-gas autoignition …

Prediction of knock intensity and validation in an optical SI engine

J Zhang, H Shi, MB Luong, Q Tang, K Uddeen… - Combustion and …, 2023 - Elsevier
To provide fundamental insights into the underlying mechanisms of knock occurrence in a
spark-ignition (SI) engine, optical diagnostic measurements were performed at advanced …

Pulsating and cellular instabilities of hydrogen–oxygen detonations with ozone sensitization

W Han, J Huang, C Wang - Physics of Fluids, 2021 - pubs.aip.org
Numerical simulations have been conducted to investigate the effects of ozone (O 3)
sensitization on pulsating and cellular instabilities of one-and two-dimensional (1-, 2D) …

Multi-regime reaction front and detonation initiation by temperature inhomogeneity

J Pan, L Wang, W Liang, CK Law, H Wei… - Proceedings of the …, 2023 - Elsevier
Auto-ignition, reaction front propagation, and detonation development are foundational
events in combustion, and are relevant to the occurrence of engine knock. It is generally …

[HTML][HTML] Chapman–Jouguet deflagration criteria and compressibility dynamics of turbulent fast flames for turbulence-induced deflagration-to-detonation transition

H Chin, J Chambers, A Poludnenko, VN Gamezo… - Physics of …, 2023 - pubs.aip.org
This work characterizes the compressibility dynamics in turbulent fast flames for a range of
turbulent flame speeds. These turbulent fast flames experience increased effects of …

Understanding multi-regime detonation development for hydrogen and syngas fuels

J Pan, D Yi, L Wang, W Liang, G Shu, H Wei - Physics of Fluids, 2023 - pubs.aip.org
Autoignition and detonation development are foundational events in the combustion
community and are fundamentally relevant to engine knocking and detonation propulsion …

Modeling of high-speed, methane–air, turbulent combustion, Part I: One-dimensional turbulence modeling with comparison to DNS

Z Jozefik, ME Harvazinski, V Sankaran… - Combustion and …, 2024 - Elsevier
The ability of the one-dimensional turbulence (ODT) model to serve as a surrogate direct
numerical simulation (DNS) is assessed for highly turbulent flames. The ODT model is …