Larissa F. Torres , Marilia R. Oliveira , Thales C.S. Barbalho , Cláudio Dariva , Gustavo R. Borges , Papa M. Ndiaye , Frederico W. Tavares
{"title":"近红外光谱法用于压缩气体系统中水含量的定量和成分分析","authors":"Larissa F. Torres , Marilia R. Oliveira , Thales C.S. Barbalho , Cláudio Dariva , Gustavo R. Borges , Papa M. Ndiaye , Frederico W. Tavares","doi":"10.1016/j.vibspec.2025.103815","DOIUrl":null,"url":null,"abstract":"<div><div>The use of Near Infrared Spectroscopy (NIRS) has a significant potential to enable the detection and quantification of natural gas components (e.g., CH<sub>4</sub>, CO<sub>2</sub>, moisture). It offers a quick, non-invasive, and non-destructive approach, eliminating the challenges associated with traditional sampling methods. Here, we investigated the applicability of the NIR technique to perform accurate quantification of water content and compositional analysis regarding CH<sub>4</sub> and CO<sub>2</sub> in compressed systems. The system’s pressure is also considered a response variable. The spectra collection was made at room temperature (298.15 K), with pressures up to 120 bar and CO<sub>2</sub> concentrations varying from 0 % to 50 % of the total composition. The Partial Least Squares (PLS) was used as the regression method, and the Quartz Crystal Microbalance (QCM) as the reference technique for water content. The PLS models yielded high accuracy, with R² values of 0.990 for CH₄, 0.993 for CO₂, and 0.947 for H₂O, with RMSEP values of 4.43 %, 3.55 %, and 8.35 %, respectively. Although water estimation showed slightly higher deviation, it remained within the experimental uncertainty range of the QCM reference. These results confirm the feasibility of applying NIRS for real-time, multi-component gas analysis in industrial settings</div></div>","PeriodicalId":23656,"journal":{"name":"Vibrational Spectroscopy","volume":"139 ","pages":"Article 103815"},"PeriodicalIF":2.7000,"publicationDate":"2025-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The use of NIR spectroscopy for the quantification of water content and compositional analysis in compressed gas-systems\",\"authors\":\"Larissa F. Torres , Marilia R. Oliveira , Thales C.S. Barbalho , Cláudio Dariva , Gustavo R. Borges , Papa M. Ndiaye , Frederico W. Tavares\",\"doi\":\"10.1016/j.vibspec.2025.103815\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>The use of Near Infrared Spectroscopy (NIRS) has a significant potential to enable the detection and quantification of natural gas components (e.g., CH<sub>4</sub>, CO<sub>2</sub>, moisture). It offers a quick, non-invasive, and non-destructive approach, eliminating the challenges associated with traditional sampling methods. Here, we investigated the applicability of the NIR technique to perform accurate quantification of water content and compositional analysis regarding CH<sub>4</sub> and CO<sub>2</sub> in compressed systems. The system’s pressure is also considered a response variable. The spectra collection was made at room temperature (298.15 K), with pressures up to 120 bar and CO<sub>2</sub> concentrations varying from 0 % to 50 % of the total composition. The Partial Least Squares (PLS) was used as the regression method, and the Quartz Crystal Microbalance (QCM) as the reference technique for water content. The PLS models yielded high accuracy, with R² values of 0.990 for CH₄, 0.993 for CO₂, and 0.947 for H₂O, with RMSEP values of 4.43 %, 3.55 %, and 8.35 %, respectively. Although water estimation showed slightly higher deviation, it remained within the experimental uncertainty range of the QCM reference. These results confirm the feasibility of applying NIRS for real-time, multi-component gas analysis in industrial settings</div></div>\",\"PeriodicalId\":23656,\"journal\":{\"name\":\"Vibrational Spectroscopy\",\"volume\":\"139 \",\"pages\":\"Article 103815\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2025-05-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Vibrational Spectroscopy\",\"FirstCategoryId\":\"92\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0924203125000499\",\"RegionNum\":3,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, ANALYTICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Vibrational Spectroscopy","FirstCategoryId":"92","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0924203125000499","RegionNum":3,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, ANALYTICAL","Score":null,"Total":0}
The use of NIR spectroscopy for the quantification of water content and compositional analysis in compressed gas-systems
The use of Near Infrared Spectroscopy (NIRS) has a significant potential to enable the detection and quantification of natural gas components (e.g., CH4, CO2, moisture). It offers a quick, non-invasive, and non-destructive approach, eliminating the challenges associated with traditional sampling methods. Here, we investigated the applicability of the NIR technique to perform accurate quantification of water content and compositional analysis regarding CH4 and CO2 in compressed systems. The system’s pressure is also considered a response variable. The spectra collection was made at room temperature (298.15 K), with pressures up to 120 bar and CO2 concentrations varying from 0 % to 50 % of the total composition. The Partial Least Squares (PLS) was used as the regression method, and the Quartz Crystal Microbalance (QCM) as the reference technique for water content. The PLS models yielded high accuracy, with R² values of 0.990 for CH₄, 0.993 for CO₂, and 0.947 for H₂O, with RMSEP values of 4.43 %, 3.55 %, and 8.35 %, respectively. Although water estimation showed slightly higher deviation, it remained within the experimental uncertainty range of the QCM reference. These results confirm the feasibility of applying NIRS for real-time, multi-component gas analysis in industrial settings
期刊介绍:
Vibrational Spectroscopy provides a vehicle for the publication of original research that focuses on vibrational spectroscopy. This covers infrared, near-infrared and Raman spectroscopies and publishes papers dealing with developments in applications, theory, techniques and instrumentation.
The topics covered by the journal include:
Sampling techniques,
Vibrational spectroscopy coupled with separation techniques,
Instrumentation (Fourier transform, conventional and laser based),
Data manipulation,
Spectra-structure correlation and group frequencies.
The application areas covered include:
Analytical chemistry,
Bio-organic and bio-inorganic chemistry,
Organic chemistry,
Inorganic chemistry,
Catalysis,
Environmental science,
Industrial chemistry,
Materials science,
Physical chemistry,
Polymer science,
Process control,
Specialized problem solving.