Premixed flame ignition: Theoretical development

D Yu, Z Chen - Progress in Energy and Combustion Science, 2024 - Elsevier
Premixed flame ignition is a fundamental issue in combustion. A basic understanding of this
phenomenon is crucial for fire safety control and for the development of advanced …

A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics

T Zhang, Y Yi, Y Xu, ZX Chen, Y Zhang, E Weinan… - Combustion and …, 2022 - Elsevier
Abstract Machine learning has long been considered a black box for predicting combustion
chemical kinetics due to the extremely large number of parameters and the lack of …

Numerical studies on the ignition and propagation for spherically expanding premixed cool flames under gravitational conditions

Y Wang, X Guan, S Xie, M Zhou, Z Zhang, Z Chen… - Combustion and …, 2024 - Elsevier
Cool flame speed is a fundamental parameter, which requires special consideration in
terrestrial measurement due to the slow propagation of the cool flame, the intrusion of …

Numerical study on forced ignition and flame propagation in a counterflow of nitrogen-diluted hydrogen versus air

S Xie, X Chen, Y Wang, T Zhang, Z Chen - Fuel, 2024 - Elsevier
Hydrogen is widely perceived as the next generation of clean energy due to its zero carbon
emissions. However, there is an escalating concern regarding hydrogen safety. A deeper …

Deep mechanism reduction (DeePMR) method for fuel chemical kinetics

Z Wang, Y Zhang, P Lin, E Zhao, E Weinan… - Combustion and …, 2024 - Elsevier
Fuel chemistry represents a typical complex system involving thousands of intermediate
species and elementary reactions. Traditional mechanism reduction methods, such as …

Distortion of expanding n-heptane flames at high unburned-gas temperatures behind reflected shocks

AJ Susa, RK Hanson - Combustion and Flame, 2022 - Elsevier
Abstract Simultaneous, dual-perspective, high-speed imaging is used to provide new insight
into the morphology of flames generated at high unburned-gas temperatures behind …

[PDF][PDF] High-speed imaging studies of flames in a shock tube: refined techniques and new applications

AJ Susa - 2022 - researchgate.net
Developed through the combination of two preexisting methods—a shock tube acting as an
impulse heater and a flame speed measurement from a spherically expanding flame—the …

Laminar flame speed measurements of primary reference fuels at extreme temperatures

AJ Susa, L Zheng, ZD Nygaard… - Internal …, 2022 - asmedigitalcollection.asme.org
Experimentally measured values of the laminar flame speed (SL) are reported for the
primary reference fuels over a range of unburned-gas temperatures (Tu) spanning from …

Numerical investigation on flame dynamic and regime transitions during shock-cool flame interaction

E Fan, W Wang, T Zhang - Combustion and Flame, 2025 - Elsevier
Spherical cool, warm, and hot flames and their transitions during shock-flame interactions
(SFI) are numerically studied using dimethyl ether (DME)/air mixtures. The flame dynamic …

Double flame dynamics in hotspot ignition

K Akita, P Zhao, Y Morii, K Maruta - Combustion and Flame, 2024 - Elsevier
Hotspot ignition is a key problem in fundamental flame initiation, combustion control and
prevention of abnormal combustion phenomena. Depending on the characteristics of the …