Local combustion regime identification using machine learning-Reference-Cited by-同舟云学术

Local combustion regime identification using machine learning

Published:2021-10-24 Issue: Volume: Page:1-17
ISSN:1364-7830
Container-title:Combustion Theory and Modelling
language:en
Short-container-title:Combustion Theory and Modelling

Author:

Malpica Galassi Riccardo¹^ORCID,Ciottoli Pietro Paolo¹^ORCID,Valorani Mauro¹^ORCID,Im Hong G.²^ORCID

Affiliation:

1. Mechanical and Aerospace Engineering Department, Sapienza University of Rome, Rome, Italy;

2. Clean Combustion Research Center, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia

Funder

King Abdullah University of Science and Technology

Publisher

Informa UK Limited

Subject

General Physics and Astronomy,Energy Engineering and Power Technology,Fuel Technology,Modeling and Simulation,General Chemical Engineering,General Chemistry

Link

https://www.tandfonline.com/doi/pdf/10.1080/13647830.2021.1991595

Reference47 articles.

1. Partial premixing and stratification in turbulent flames

2. Lifted flames on fuel jets in co-flowing air

3. Edge-flames

4. Toward an understanding of the stabilization mechanisms of lifted turbulent jet flames: Experiments

5. A numerical study of confined triple flames using a flamelet-generated manifold

Cited by 6 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Highly accurate heat release rate marker detection in NH3–CH4 cofiring through machine learning and domain knowledge-based selection integration;International Journal of Hydrogen Energy;2024-08

2. Embedded direct numerical simulation of ignition kernel evolution and flame initiation in dual-fuel spray assisted combustion;Combustion and Flame;2024-01

3. Characteristic time scale as optimal input in Machine Learning algorithms: Homogeneous autoignition;Energy and AI;2023-10

4. Haulage Cycles Identification for Wheeled Transport in Underground Mine Using Neural Networks;Sensors;2023-01-25

5. Cost function for low-dimensional manifold topology assessment;Scientific Reports;2022-08-25