Enhancing detonation propulsion with jet in cross-flow: A comprehensive review

B Zhang - Progress in Aerospace Sciences, 2024 - Elsevier
Compared with traditional deflagration-based systems, detonation-based propulsion
systems offer significant potential benefits in terms of efficiency and specific impulses in the …

[HTML][HTML] Recent advances in combustion science related to hydrogen safety

JX Wen, ES Hecht, R Mevel - Progress in Energy and Combustion Science, 2025 - Elsevier
Hydrogen is a key pillar in the global Net Zero strategy. Rapid scaling up of hydrogen
production, transport, distribution and utilization is expected. This entails that hydrogen …

[HTML][HTML] ConvXGB: A new deep learning model for classification problems based on CNN and XGBoost

S Thongsuwan, S Jaiyen, A Padcharoen… - Nuclear Engineering and …, 2021 - Elsevier
We describe a new deep learning model-Convolutional eXtreme Gradient Boosting
(ConvXGB) for classification problems based on convolutional neural nets and Chen et al.'s …

Inhibition effect and mechanism of ultra-fine water mist on CH4/air detonation: Quantitative research based on CFD technology

Q Jing, D Wang, Q Liu, X Chen, Y Shen, Z Wang… - Process Safety and …, 2021 - Elsevier
As an effective depressant, ultra-fine water mist has broad application prospects in reducing
the loss caused by a gas detonation. Ultra-fine water mist can be sprayed into coal mine …

A rotating detonation engine using methane-ethylene mixture and air

Y Wang, J Le - Acta Astronautica, 2021 - Elsevier
Most of hydrocarbon fuels often have larger methane numbers than hydrogen. It is more
difficult to detonate the mixture of hydrocarbon fuels and air at room temperatures in non …

Effects of mesh aluminium alloys and propane addition on the explosion-suppression characteristics of hydrogen-air mixture

Z Yang, K Zhao, X Song, B Li, D Zhang, L Xie - International Journal of …, 2021 - Elsevier
Accidents involving hydrogen explosions occur frequently, yet systematic methods of
explosion suppression have not been investigated and applied. Therefore, this paper …

[HTML][HTML] Detonation cell size prediction based on artificial neural networks with chemical kinetics and thermodynamic parameters

G Bakalis, M Valipour, J Bentahar, L Kadem, H Teng… - Fuel …, 2023 - Elsevier
In this paper, we develop a series of Artificial Neural Networks (ANN) using different
chemical kinetic and thermodynamic input parameters to predict detonation cell sizes. The …

A reconstruction method of detonation wave surface based on convolutional neural network

J Bian, L Zhou, P Yang, H Teng, HD Ng - Fuel, 2022 - Elsevier
Detonation wave surface is composed of lead shock and reactive front, which are difficult to
be measured simultaneously, so it is necessary to reconstruct the detonation surface. In this …

Reconstructing cellular surface of gaseous detonation based on artificial neural network and proper orthogonal decomposition

Y Zhang, L Zhou, H Meng, H Teng - Combustion and Flame, 2020 - Elsevier
Gaseous detonation has complicated cellular surface, whose comprehensive investigation
is critical not only to the detonation physics but also the detonation engine development …

The effect of CO content on CH4/CO/H2 rotating detonation wave propagation characteristics

Z Liu, J Yang, Q Bai, J Han, M Wang, H Li, Q Zheng… - Physics of …, 2024 - pubs.aip.org
Rotating detonation experiments were conducted using CH 4/CO/H 2 (methane/carbon
monoxide/hydrogen) mixtures with varying CO contents, the modes of rotating detonation …