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A multiline fitting method for measuring ethylene concentration based on WMS-2f/1f.

Authors :
Wang, W. F.
Yang, B.
Liu, H. F.
Ren, L. F.
He, D.
Zhao, X. C.
Li, J.
Source :
Scientific Reports; 11/20/2023, Vol. 13 Issue 1, p1-13, 13p
Publication Year :
2023

Abstract

Coal spontaneous combustion risk assessment is a global technical challenge for the sustainable development of deep mining technology, and C<subscript>2</subscript>H<subscript>4</subscript> 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<subscript>4</subscript> and C<subscript>2</subscript>H<subscript>4</subscript>, 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<subscript>2</subscript>H<subscript>4</subscript>. 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<subscript>2</subscript>H<subscript>4</subscript> concentration was achieved based on the extracted spectral line information. The results show that the maximum relative error of C<subscript>2</subscript>H<subscript>4</subscript> 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<subscript>2</subscript>H<subscript>4</subscript> 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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20452322
Volume :
13
Issue :
1
Database :
Complementary Index
Journal :
Scientific Reports
Publication Type :
Academic Journal
Accession number :
173764508
Full Text :
https://doi.org/10.1038/s41598-023-42398-2