Determination of sulfur in diesel using ATR/FTIR and multivariate calibration

Q3 Physics and Astronomy
I. Soares, T. Rezende, I. Fortes
{"title":"Determination of sulfur in diesel using ATR/FTIR and multivariate calibration","authors":"I. Soares, T. Rezende, I. Fortes","doi":"10.1590/S0100-46702010000200008","DOIUrl":null,"url":null,"abstract":"The aim of this present work was to provide a more fast, simple and less expensive to analyze sulfur content in diesel samples than by the standard methods currently used. Thus, samples of diesel fuel with sulfur concentrations varying from 400 and 2500 mgkg-1 were analyzed by two methodologies: X-ray fluorescence, according to ASTM D4294 and by Fourier transform infrared spectrometry (FTIR). The spectral data obtained from FTIR were used to build multivariate calibration models by partial least squares (PLS). Four models were built in three different ways: 1) a model using the full spectra (665 to 4000 cm-1), 2) two models using some specific spectrum regions and 3) a model with variable selected by classic method of variable selection stepwise. The model obtained by variable selection stepwise and the model built with region spectra between 665 and 856 cm-1 and 1145 and 2717 cm-1 showed better results in the determination of sulfur content.","PeriodicalId":35894,"journal":{"name":"Ecletica Quimica","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1590/S0100-46702010000200008","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ecletica Quimica","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1590/S0100-46702010000200008","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Physics and Astronomy","Score":null,"Total":0}
引用次数: 2

Abstract

The aim of this present work was to provide a more fast, simple and less expensive to analyze sulfur content in diesel samples than by the standard methods currently used. Thus, samples of diesel fuel with sulfur concentrations varying from 400 and 2500 mgkg-1 were analyzed by two methodologies: X-ray fluorescence, according to ASTM D4294 and by Fourier transform infrared spectrometry (FTIR). The spectral data obtained from FTIR were used to build multivariate calibration models by partial least squares (PLS). Four models were built in three different ways: 1) a model using the full spectra (665 to 4000 cm-1), 2) two models using some specific spectrum regions and 3) a model with variable selected by classic method of variable selection stepwise. The model obtained by variable selection stepwise and the model built with region spectra between 665 and 856 cm-1 and 1145 and 2717 cm-1 showed better results in the determination of sulfur content.
用ATR/FTIR和多变量校准法测定柴油中的硫
本工作的目的是提供一种比目前使用的标准方法更快速、更简单、更便宜的方法来分析柴油样品中的硫含量。因此,硫浓度在400和2500 mgkg-1之间的柴油燃料样品通过两种方法进行分析:根据ASTM D4294的X射线荧光法和傅里叶变换红外光谱法(FTIR)。利用傅立叶变换红外光谱数据,通过偏最小二乘法(PLS)建立多元校准模型。以三种不同的方式建立了四个模型:1)使用全光谱(665至4000cm-1)的模型,2)使用一些特定光谱区域的两个模型,以及3)通过经典的变量逐步选择方法选择变量的模型。通过逐步选择变量得到的模型和用665和856cm-1以及1145和2717cm-1之间的区域光谱建立的模型在硫含量的测定中显示出更好的结果。
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
Ecletica Quimica
Ecletica Quimica Chemistry-Chemistry (all)
CiteScore
1.70
自引率
0.00%
发文量
32
审稿时长
28 weeks
×
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