Simultaneous measurement of methane, propane and isobutane using a compact mid-infrared photoacoustic spectrophone

IF 7.1 1区 医学 Q1 ENGINEERING, BIOMEDICAL
Huaiyu Mei , Gaoxuan Wang , Yinghe Xu , Haijie He , Jun Yao , Sailing He
{"title":"Simultaneous measurement of methane, propane and isobutane using a compact mid-infrared photoacoustic spectrophone","authors":"Huaiyu Mei ,&nbsp;Gaoxuan Wang ,&nbsp;Yinghe Xu ,&nbsp;Haijie He ,&nbsp;Jun Yao ,&nbsp;Sailing He","doi":"10.1016/j.pacs.2024.100635","DOIUrl":null,"url":null,"abstract":"<div><p>Hydrocarbon gas sensing is a challenging task using laser absorption spectroscopy due to the complex and broad structure of absorption lines. This application requires quick, accurate and highly sensitive detection of hydrocarbon gases concentrations. In this paper, a compact photoacoustic spectrophone was developed to simultaneously measure methane, propane and isobutane. This spectrophone uses wavelength modulation spectroscopy (WMS) with a single acoustic resonator and a single DFB laser emitting at 3368 nm, which greatly reduces the system complexity without using time-division multiplexing technology for multi-gas sensing. Due to the complex and broadband absorption of hydrocarbon gases, a novel signal processing method based on multilinear regression with Ridge regression (MLR-RG) is proposed to reduce the measurement error caused by the nonlinearity of spectra signal. For single gas measurement, the detection limits of methane, propane, and isobutane are determined to be 828 ppb, 419 ppb, and 619 ppb (SNR <span><math><mo>=</mo></math></span> 1, integration time <span><math><mo>=</mo></math></span> 20 s), respectively. For simultaneous multi-gas sensing in a gaseous mixture, the detection limits of propane and isobutane are determined to be 7 ppb, 68 ppb with an integration time of 860 s, 460 s, respectively. The measurement accuracy of propane and isobutane using MLR-RG is higher than that of ordinary least squares regression and partial least squares regression by 75% and 60%, respectively. The proposed algorithm based on MLR-RG provides a promising approach to process the broad overlapping absorption spectra for accurately retrieving hydrocarbon gases concentrations.</p></div>","PeriodicalId":56025,"journal":{"name":"Photoacoustics","volume":"39 ","pages":"Article 100635"},"PeriodicalIF":7.1000,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2213597924000521/pdfft?md5=e951b6daa845250160412ddb3ac51cdd&pid=1-s2.0-S2213597924000521-main.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Photoacoustics","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2213597924000521","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, BIOMEDICAL","Score":null,"Total":0}
引用次数: 0

Abstract

Hydrocarbon gas sensing is a challenging task using laser absorption spectroscopy due to the complex and broad structure of absorption lines. This application requires quick, accurate and highly sensitive detection of hydrocarbon gases concentrations. In this paper, a compact photoacoustic spectrophone was developed to simultaneously measure methane, propane and isobutane. This spectrophone uses wavelength modulation spectroscopy (WMS) with a single acoustic resonator and a single DFB laser emitting at 3368 nm, which greatly reduces the system complexity without using time-division multiplexing technology for multi-gas sensing. Due to the complex and broadband absorption of hydrocarbon gases, a novel signal processing method based on multilinear regression with Ridge regression (MLR-RG) is proposed to reduce the measurement error caused by the nonlinearity of spectra signal. For single gas measurement, the detection limits of methane, propane, and isobutane are determined to be 828 ppb, 419 ppb, and 619 ppb (SNR = 1, integration time = 20 s), respectively. For simultaneous multi-gas sensing in a gaseous mixture, the detection limits of propane and isobutane are determined to be 7 ppb, 68 ppb with an integration time of 860 s, 460 s, respectively. The measurement accuracy of propane and isobutane using MLR-RG is higher than that of ordinary least squares regression and partial least squares regression by 75% and 60%, respectively. The proposed algorithm based on MLR-RG provides a promising approach to process the broad overlapping absorption spectra for accurately retrieving hydrocarbon gases concentrations.

利用紧凑型中红外光声光谱仪同时测量甲烷、丙烷和异丁烷
由于吸收线的结构复杂而宽泛,使用激光吸收光谱检测碳氢化合物气体是一项具有挑战性的任务。这种应用要求对碳氢化合物气体浓度进行快速、准确和高灵敏度的检测。本文开发了一种紧凑型光声分光计,可同时测量甲烷、丙烷和异丁烷。这种分光计采用波长调制分光技术(WMS),只需一个声共振和一个 3368 nm 波长的 DFB 激光发射器,大大降低了系统的复杂性,而无需使用时分复用技术进行多气体传感。由于碳氢化合物气体具有复杂的宽带吸收,因此提出了一种基于多线性回归与岭回归(MLR-RG)的新型信号处理方法,以减少光谱信号的非线性引起的测量误差。在单一气体测量中,甲烷、丙烷和异丁烷的检测限分别为 828 ppb、419 ppb 和 619 ppb(信噪比 = 1,积分时间 = 20 秒)。在气体混合物中同时检测多种气体时,丙烷和异丁烷的检测限分别为 7 ppb 和 68 ppb,积分时间分别为 860 秒和 460 秒。使用 MLR-RG 测量丙烷和异丁烷的准确度分别比普通最小二乘回归和偏最小二乘回归高 75% 和 60%。基于 MLR-RG 的拟议算法为处理宽重叠吸收光谱以准确检索碳氢化合物气体浓度提供了一种可行的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Photoacoustics
Photoacoustics Physics and Astronomy-Atomic and Molecular Physics, and Optics
CiteScore
11.40
自引率
16.50%
发文量
96
审稿时长
53 days
期刊介绍: The open access Photoacoustics journal (PACS) aims to publish original research and review contributions in the field of photoacoustics-optoacoustics-thermoacoustics. This field utilizes acoustical and ultrasonic phenomena excited by electromagnetic radiation for the detection, visualization, and characterization of various materials and biological tissues, including living organisms. Recent advancements in laser technologies, ultrasound detection approaches, inverse theory, and fast reconstruction algorithms have greatly supported the rapid progress in this field. The unique contrast provided by molecular absorption in photoacoustic-optoacoustic-thermoacoustic methods has allowed for addressing unmet biological and medical needs such as pre-clinical research, clinical imaging of vasculature, tissue and disease physiology, drug efficacy, surgery guidance, and therapy monitoring. Applications of this field encompass a wide range of medical imaging and sensing applications, including cancer, vascular diseases, brain neurophysiology, ophthalmology, and diabetes. Moreover, photoacoustics-optoacoustics-thermoacoustics is a multidisciplinary field, with contributions from chemistry and nanotechnology, where novel materials such as biodegradable nanoparticles, organic dyes, targeted agents, theranostic probes, and genetically expressed markers are being actively developed. These advanced materials have significantly improved the signal-to-noise ratio and tissue contrast in photoacoustic methods.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信