Tomographic reconstruction of 3d density fields in hydrogen-air mixture flows: numerical validation and parameter optimization

Abstract This study validated the feasibility of a non-invasive tomographic 3D reconstruction method based on Background Oriented Schlieren (BOS) through numerical simulations generating synthetic data. Results demonstrate that utilizing a pairwise orthogonal arrangement of 10 camera views with a relaxation factor 0.5 and Tikhonov regularization can effectively suppress artifacts and enhance reconstruction accuracy for complex turbulent structures while reducing iteration counts. This research provides theoretical guidance for BOS experimental system projection design and algorithm parameter optimization, confirming the method’s applicability in hydrogen-air mixture flow field diagnostics.

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Publication Details

Journal
Journal of Physics Conference Series
Published
2025-08-01
DOI
https://doi.org/10.1088/1742-6596/3065/1/012036
Primary Topic
Atmospheric and Environmental Gas Dynamics
Type
article
Field-Weighted Citation Impact
0.00

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article

Tomographic reconstruction of 3d density fields in hydrogen-air mixture flows: numerical validation and parameter optimization

Guo-Yong Shi, Yun Peng, Bowei Yao, Xuesong Li et al.
Journal of Physics Conference Series
Atmospheric and Environmental Gas Dynamics
article

Tomographic reconstruction of 3d density fields in hydrogen-air mixture flows: numerical validation and parameter optimization

Guo-Yong Shi, Yun Peng, Bowei Yao, Xuesong Li, Gang Xun
article en

Abstract

Abstract This study validated the feasibility of a non-invasive tomographic 3D reconstruction method based on Background Oriented Schlieren (BOS) through numerical simulations generating synthetic data. Results demonstrate that utilizing a pairwise orthogonal arrangement of 10 camera views with a relaxation factor 0.5 and Tikhonov regularization can effectively suppress artifacts and enhance reconstruction accuracy for complex turbulent structures while reducing iteration counts. This research provides theoretical guidance for BOS experimental system projection design and algorithm parameter optimization, confirming the method’s applicability in hydrogen-air mixture flow field diagnostics.

Journal of Physics Conference SeriesVol. 3065(1)
Shanghai Jiao Tong University (CN), Liuzhou Maternal and Child Health Hospital (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 80%
Atmospheric and Environmental Gas Dynamics
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