Experiment and industrial application of dust concentration measurement method using image transmittance characteristic

Abstract To prevent the harm of respirable dust and dust explosions, it is necessary to detect the concentration of dust generated in the process of bulk materials to help dust suppression. In this investigation, a dust concentration measurement method is proposed based on the eigenvalue calculation of image transmittance. The method is combined with the dark channel prior theory into the computer system and calibrated in the laboratory to calculate the transmittance of dust images. Furthermore, a dust concentration online measurement experimental platform is established to verify the correctness and reliability. Moreover, the industrial application is also carried out. The average relative error of dust concentration is 4.53%, and the relative error is less than 10% of the dust concentration measured by online measurement experimental platforms and industrial applications, which satisfied the measurement requirements. It is concluded that the measurement method has high applicability and can be practically applied to dust concentration measurements.

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Publication Details

Journal
Measurement Science and Technology
Published
2024-08-21
DOI
https://doi.org/10.1088/1361-6501/ad71e9
Citations
2
Primary Topic
Advanced Measurement and Detection Methods
Type
article
Field-Weighted Citation Impact
0.42
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article

Experiment and industrial application of dust concentration measurement method using image transmittance characteristic

Xianjin Xu, Fangping Ye, Lei Nie, Daibing Wang et al.
2 citations
Measurement Science and Technology
Advanced Measurement and Detection Methods
0.42
article

Experiment and industrial application of dust concentration measurement method using image transmittance characteristic

Xianjin Xu, Fangping Ye, Lei Nie, Daibing Wang, Chaoyang Fang
article en
2 citations

Abstract

Abstract To prevent the harm of respirable dust and dust explosions, it is necessary to detect the concentration of dust generated in the process of bulk materials to help dust suppression. In this investigation, a dust concentration measurement method is proposed based on the eigenvalue calculation of image transmittance. The method is combined with the dark channel prior theory into the computer system and calibrated in the laboratory to calculate the transmittance of dust images. Furthermore, a dust concentration online measurement experimental platform is established to verify the correctness and reliability. Moreover, the industrial application is also carried out. The average relative error of dust concentration is 4.53%, and the relative error is less than 10% of the dust concentration measured by online measurement experimental platforms and industrial applications, which satisfied the measurement requirements. It is concluded that the measurement method has high applicability and can be practically applied to dust concentration measurements.

Measurement Science and TechnologyVol. 35(12)
Hubei University of Technology (CN)
Openalex Percentile: Top 39%
Advanced Measurement and Detection Methods
0.42
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Experiment and industrial application of dust concentration measurement method using image transmittance characteristic — Xianjin Xu, Fangping Ye, et al. · Measurement Science and Technology (2024) | TGRS Research Map | TGRS