Cargando…
A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f
Coal spontaneous combustion risk assessment is a global technical challenge for the sustainable development of deep mining technology, and C(2)H(4) is a key indicator for early warning of coal spontaneous combustion. Tunable diode laser absorption spectroscopy (TDLAS) has the advantages of high sele...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504384/ https://www.ncbi.nlm.nih.gov/pubmed/37714900 http://dx.doi.org/10.1038/s41598-023-42398-2 |
_version_ | 1785106713282609152 |
---|---|
author | Wang, W. F. Yang, B. Liu, H. F. Ren, L. F. He, D. Zhao, X. C. Li, J. |
author_facet | Wang, W. F. Yang, B. Liu, H. F. Ren, L. F. He, D. Zhao, X. C. Li, J. |
author_sort | Wang, W. F. |
collection | PubMed |
description | Coal spontaneous combustion risk assessment is a global technical challenge for the sustainable development of deep mining technology, and C(2)H(4) is a key indicator for early warning of coal spontaneous combustion. Tunable diode laser absorption spectroscopy (TDLAS) has the advantages of high selectivity, high sensitivity, high accuracy and real-time on-line measurement, and it can detect multiple gases simultaneously, so it has significant advantages in the accurate detection of coal spontaneous combustion indicator gases. To address the problem of cross-interference between the near-infrared absorption lines of CH(4) and C(2)H(4), which are the indicator gases of spontaneous combustion in coal, a multi-line fitting method was proposed in this study to calibrate the concentration of C(2)H(4). The high-precision Environics2000 automatic standard gas dispenser from the United States, which has a built-in CPU computer control and data control and processing system, was used. Its gas concentration accuracy: ± 1.0%, gas flow accuracy: ± 1.0%, gas repeatability accuracy: ± 1.0%, flow linearity accuracy: ± 0.5%, and inlet operating pressure: minimum 10 psig (0.67 bar) ~ 75 psig (5.04 bar). The measured and simulated WMS-2f/1f signals were multilinearly fitted using a multilinear fitting algorithm and wavelength modulation spectroscopy (WMS), and the measurement of C(2)H(4) concentration was achieved based on the extracted spectral line information. The results show that the maximum relative error of C(2)H(4) concentration measurement is 2.40%, which is 54% lower than that of the conventional 2f peak measurement method, thus demonstrating the effectiveness of the multilinear fitting algorithm in the inversion of C(2)H(4) concentration under the interference of absorption lines. In addition, this study has far-reaching implications for the application of TDLAS technology in the accurate detection of coal spontaneous combustion indicator gases. |
format | Online Article Text |
id | pubmed-10504384 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105043842023-09-17 A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f Wang, W. F. Yang, B. Liu, H. F. Ren, L. F. He, D. Zhao, X. C. Li, J. Sci Rep Article Coal spontaneous combustion risk assessment is a global technical challenge for the sustainable development of deep mining technology, and C(2)H(4) is a key indicator for early warning of coal spontaneous combustion. Tunable diode laser absorption spectroscopy (TDLAS) has the advantages of high selectivity, high sensitivity, high accuracy and real-time on-line measurement, and it can detect multiple gases simultaneously, so it has significant advantages in the accurate detection of coal spontaneous combustion indicator gases. To address the problem of cross-interference between the near-infrared absorption lines of CH(4) and C(2)H(4), which are the indicator gases of spontaneous combustion in coal, a multi-line fitting method was proposed in this study to calibrate the concentration of C(2)H(4). The high-precision Environics2000 automatic standard gas dispenser from the United States, which has a built-in CPU computer control and data control and processing system, was used. Its gas concentration accuracy: ± 1.0%, gas flow accuracy: ± 1.0%, gas repeatability accuracy: ± 1.0%, flow linearity accuracy: ± 0.5%, and inlet operating pressure: minimum 10 psig (0.67 bar) ~ 75 psig (5.04 bar). The measured and simulated WMS-2f/1f signals were multilinearly fitted using a multilinear fitting algorithm and wavelength modulation spectroscopy (WMS), and the measurement of C(2)H(4) concentration was achieved based on the extracted spectral line information. The results show that the maximum relative error of C(2)H(4) concentration measurement is 2.40%, which is 54% lower than that of the conventional 2f peak measurement method, thus demonstrating the effectiveness of the multilinear fitting algorithm in the inversion of C(2)H(4) concentration under the interference of absorption lines. In addition, this study has far-reaching implications for the application of TDLAS technology in the accurate detection of coal spontaneous combustion indicator gases. Nature Publishing Group UK 2023-09-15 /pmc/articles/PMC10504384/ /pubmed/37714900 http://dx.doi.org/10.1038/s41598-023-42398-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wang, W. F. Yang, B. Liu, H. F. Ren, L. F. He, D. Zhao, X. C. Li, J. A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f |
title | A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f |
title_full | A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f |
title_fullStr | A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f |
title_full_unstemmed | A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f |
title_short | A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f |
title_sort | multiline fitting method for measuring ethylene concentration based on wms-2f/1f |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10504384/ https://www.ncbi.nlm.nih.gov/pubmed/37714900 http://dx.doi.org/10.1038/s41598-023-42398-2 |
work_keys_str_mv | AT wangwf amultilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT yangb amultilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT liuhf amultilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT renlf amultilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT hed amultilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT zhaoxc amultilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT lij amultilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT wangwf multilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT yangb multilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT liuhf multilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT renlf multilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT hed multilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT zhaoxc multilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f AT lij multilinefittingmethodformeasuringethyleneconcentrationbasedonwms2f1f |