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.
Authors
- Pengbo Chen (ORCID: https://orcid.org/0000-0003-1783-3773)
- Yingying Qiao (ORCID: https://orcid.org/0000-0003-2658-0675)
- Chongxin Shan (ORCID: https://orcid.org/0000-0001-7119-5325)
- Minghui Liu (ORCID: https://orcid.org/0000-0002-6772-9467)
- Lei Li (ORCID: https://orcid.org/0000-0001-7394-4094)
- Shen Tian (ORCID: https://orcid.org/0000-0002-6892-8353)
- Yalan Luo
- Zhechen Fan
Institutions
- Zhengzhou University (CN)
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
Funders
- National Natural Science Foundation of China
- National Key Scientific Instrument and Equipment Development Projects of China
- Henan Provincial Science and Technology Research Project