Highly accurate heat release rate marker detection in NH3–CH4 cofiring through machine learning and domain knowledge-based selection integration

AZ Ghadi, A Syauqi, B Gu, H Lim - International Journal of Hydrogen …, 2024 - Elsevier
Ammonia emerges as a promising substitute for traditional fuels, offering a potential
reduction in fossil fuel consumption and the associated emissions. Given its weak reactivity …

Numerical Study on Heat Release Rate Markers with Nonunity Exponents for Ammonia–Methane Premixed Flames

Q Xue, J Xing, X Tang, K Luo, H Wang, J Fan - Energy & Fuels, 2023 - ACS Publications
As one of the carbon-free fuels, ammonia has great application potential in energy systems.
However, its relatively low reactivity makes it usually required to be cofired with small …

[HTML][HTML] Heat release rate surrogate for ammonia–hydrogen premixed flames under various conditions

J Xing, AL Pillai, R Kurose - Applications in Energy and Combustion …, 2023 - Elsevier
Blending hydrogen has proven an efficient method to enhance the combustion stability of
gaseous ammonia flames. Heat release rate (HRR), as an important parameter to indicate …

A dedicated reduced kinetic model for ammonia/dimethyl-ether turbulent premixed flames

W Guan, A Abdelsamie, C Chi, Z He, D Thévenin - Combustion and Flame, 2023 - Elsevier
Ammonia (NH 3) as a promising energy vector receives growing interest to reduce carbon
emissions in combustion applications. Co-firing with dimethyl ether (DME) is an outstanding …

DNS study on reactivity stratification with prechamber H2/air turbulent jet flame to enhance NH3/air combustion in gas engines

C Chi, D Thévenin - Fuel, 2023 - Elsevier
The present study investigates turbulent flame dynamics and pollutant emission
characteristics in a prechamber/main chamber system. AH 2/air turbulent jet flame issued …

A DNS study of heat release rate surrogates with unity and non-unity exponents for ammonia/air premixed flames

C Song, H Wang, M Cheng, T Tian, K Luo… - International Journal of …, 2023 - Elsevier
Ammonia is a carbon-free fuel that can potentially be used to reduce the greenhouse effect.
However, the characteristics of ammonia combustion are not well understood, which …

Blowout and stability limits of ammonia-hydrogen-nitrogen/air flames in non-premixed coaxial swirl combustor with varying ammonia fraction

R Yadav, R Santhosh - Journal of the Energy Institute, 2025 - Elsevier
The present experimental investigation concerns identification of stable flame regimes and
blowout limits of ammonia-hydrogen-nitrogen flames in confined coaxial swirling jet …

[HTML][HTML] Flame dynamic insights into pollutant production characteristics of NH3/H2/air combustion during turbulent flame–wall interaction

C Chi - Combustion and Flame, 2024 - Elsevier
Abstract A turbulent premixed NH 3/H 2/air flame with Damköhler number Da= 0.004 has
been simulated using direct numerical simulations (DNS) with detailed chemistry. The flame …

[HTML][HTML] RF-PINNs: Reactive Flow Physics-Informed Neural Networks for Field Reconstruction of Laminar and Turbulent Flames using Sparse Data

V Yadav, M Casel, A Ghani - Journal of Computational Physics, 2024 - Elsevier
Abstract Physics-Informed Neural Networks (PINNs) have emerged as a promising tool to
model flow fields by embedding physical laws into neural networks and thereby reducing the …

Combustion Characteristics of a Novel Ammonia Combustor equipped with Stratified Injection for Low Emissions

S Mashruk, A Alnasif, C Yu, J Thatcher… - Journal of Ammonia …, 2023 - orca.cardiff.ac.uk
Ammonia–a carbon-free fuel-is being considered by various research groups and
organizations as a potential alternative fuel to tackle some global warming issues of the 21st …