[HTML][HTML] Improving aircraft performance using machine learning: A review

S Le Clainche, E Ferrer, S Gibson, E Cross… - Aerospace Science and …, 2023 - Elsevier
This review covers the new developments in machine learning (ML) that are impacting the
multi-disciplinary area of aerospace engineering, including fundamental fluid dynamics …

[HTML][HTML] Machine learning for combustion

L Zhou, Y Song, W Ji, H Wei - Energy and AI, 2022 - Elsevier
Combustion science is an interdisciplinary study that involves nonlinear physical and
chemical phenomena in time and length scales, including complex chemical reactions and …

Spray–turbulence–chemistry interactions under engine-like conditions

L Zhou, W Zhao, KH Luo, H Wei, M **e - Progress in Energy and …, 2021 - Elsevier
Turbulent multiphase combustion plays an important role in both nature (eg, volcanos and
pool fires) and industry (eg, industrial furnaces, aeroengines, and internal combustion …

Control of NOx and other emissions in micro gas turbine combustors fuelled with mixtures of methane and ammonia

EC Okafor, KDKA Somarathne, R Ratthanan… - Combustion and …, 2020 - Elsevier
Methane–ammonia mixtures have potentials as low-carbon fuels for gas turbines, however
significantly high fuel NOx production in their flames present challenges to their application …

Towards the development of an efficient low-NOx ammonia combustor for a micro gas turbine

EC Okafor, KDKA Somarathne, A Hayakawa… - Proceedings of the …, 2019 - Elsevier
Recent studies have demonstrated stable generation of power from pure ammonia
combustion in a micro gas turbine (MGT) with a high combustion efficiency, thus overcoming …

Numerical study of a low emission gas turbine like combustor for turbulent ammonia/air premixed swirl flames with a secondary air injection at high pressure

KDKA Somarathne, S Hatakeyama, A Hayakawa… - International Journal of …, 2017 - Elsevier
The present study is dedicated to understand the emission characteristics of turbulent
premixed ammonia/air swirl flames in a gas turbine like combustor at high pressure with and …

Small scales, many species and the manifold challenges of turbulent combustion

SB Pope - Proceedings of the Combustion Institute, 2013 - Elsevier
A major goal of combustion research is to develop accurate, tractable, predictive models for
the phenomena occurring in combustion devices, which predominantly involve turbulent …

Emission characteristics of turbulent non-premixed ammonia/air and methane/air swirl flames through a rich-lean combustor under various wall thermal boundary …

KDKA Somarathne, EC Okafor, A Hayakawa… - Combustion and …, 2019 - Elsevier
This study is dedicated to understanding the combustion and emission characteristics of
turbulent non-premixed ammonia (NH 3)/air and methane (CH 4)/air swirl flames in a rich …

Effects of OH concentration and temperature on NO emission characteristics of turbulent non-premixed CH4/NH3/air flames in a two-stage gas turbine like combustor …

KDKA Somarathne, EC Okafor, D Sugawara… - Proceedings of the …, 2021 - Elsevier
This study examined the effects of OH concentration and temperature on the NO emission
characteristics of turbulent, non-premixed methane (CH 4)/ammonia (NH 3)/air swirl flames …

Numerical investigations on flashback dynamics of premixed methane-hydrogen-air laminar flames

TB Kıymaz, E Böncü, D Güleryüz, M Karaca… - International Journal of …, 2022 - Elsevier
Injecting hydrogen into the natural gas network to reduce CO 2 emissions in the EU
residential sector is considered a critical element of the zero CO 2 emissions target for 2050 …