Trace gas detection system based on multi-reflection differential Helmholtz cell and VMD-airPLS algorithm

In this paper, a photoacoustic spectroscopy sensor based on multi-reflection differential Helmholtz cell and Variational Mode Decomposition-adaptive iteratively reweighted penalized least squares (VMD-airPLS) algorithm is proposed to improve the signal-to-noise ratio (SNR) and reduce the response time of the system. The Helmholtz photoacoustic cell, fabricated from brass, allows multiple reflections of the laser light within its resonant cavity , effectively increasing the gas absorption path by a factor of ∼ 6. The VMD-airPLS algorithm suppresses incoherent noise and slowly varying baseline noise over time. To validate the performance of the system, methane is measured using a laser with a wavelength of 1653.7 nm. Experimental results demonstrate a significant enhancement in the sensitivity of system, up to approximately 2.2 times, and an improvement in the SNR by up to approximately 4.2 times compared to single-pass system. The minimum detection limit for methane is ∼ 96.79 ppb. • A gas detection system utilizing a multiple reflection differential Helmholtz cell and the VMD-airPLS algorithm is proposed. • The multiple reflection cell enhances the light path by a factor of ∼ 6 and increasing sensitivity by a factor of ∼ 2. • The introduction of the VMD-airPLS noise reduction algorithm results in a 4.2-fold improvement in the signal-to-noise ratio.

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Publication Details

Journal
Sensors and Actuators A Physical
Published
2024-10-03
DOI
https://doi.org/10.1016/j.sna.2024.115939
Citations
3
Primary Topic
Spectroscopy and Laser Applications
Type
article
Field-Weighted Citation Impact
0.72

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article

Trace gas detection system based on multi-reflection differential Helmholtz cell and VMD-airPLS algorithm

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3 citations
Sensors and Actuators A Physical
Spectroscopy and Laser Applications
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article

Trace gas detection system based on multi-reflection differential Helmholtz cell and VMD-airPLS algorithm

Pengbo Chen, Yingying Qiao, Chongxin Shan, Minghui Liu, Lei Li, Shen Tian, Yalan Luo, Zhechen Fan
article en
3 citations

Abstract

In this paper, a photoacoustic spectroscopy sensor based on multi-reflection differential Helmholtz cell and Variational Mode Decomposition-adaptive iteratively reweighted penalized least squares (VMD-airPLS) algorithm is proposed to improve the signal-to-noise ratio (SNR) and reduce the response time of the system. The Helmholtz photoacoustic cell, fabricated from brass, allows multiple reflections of the laser light within its resonant cavity , effectively increasing the gas absorption path by a factor of ∼ 6. The VMD-airPLS algorithm suppresses incoherent noise and slowly varying baseline noise over time. To validate the performance of the system, methane is measured using a laser with a wavelength of 1653.7 nm. Experimental results demonstrate a significant enhancement in the sensitivity of system, up to approximately 2.2 times, and an improvement in the SNR by up to approximately 4.2 times compared to single-pass system. The minimum detection limit for methane is ∼ 96.79 ppb. • A gas detection system utilizing a multiple reflection differential Helmholtz cell and the VMD-airPLS algorithm is proposed. • The multiple reflection cell enhances the light path by a factor of ∼ 6 and increasing sensitivity by a factor of ∼ 2. • The introduction of the VMD-airPLS noise reduction algorithm results in a 4.2-fold improvement in the signal-to-noise ratio.

Sensors and Actuators A PhysicalVol. 379
Zhengzhou University (CN)
National Natural Science Foundation of China, National Key Scientific Instrument and Equipment Development Projects of China, Henan Provincial Science and Technology Research Project
Affordable and clean energy
Openalex Percentile: Top 33%
Spectroscopy and Laser Applications
0.72
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