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首页> 外文期刊>American Chemical Society, Division of Fuel Chemistry, Preprints >PHYSICOCHEMICAL PROPERTIES PREDICTION OF ATMOSPHERIC DISTILLATES (199-371℃+) FROM ITS RAW CRUDE OILS BY FTIR-ATR AND MULTIVARIATE ANALYSIS
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PHYSICOCHEMICAL PROPERTIES PREDICTION OF ATMOSPHERIC DISTILLATES (199-371℃+) FROM ITS RAW CRUDE OILS BY FTIR-ATR AND MULTIVARIATE ANALYSIS

机译:FTIR-ATR和多元分析法预测原油中的粗馏分(199-371℃+)的理化性质

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New refining processes products require the development ofrnnew methods of analysis and modification of the existing ones inrnorder to ensure robust and straightforward methodologies thatrnsupport its needs and research in the characterization of the oilrncharges and its sub products. The crude oils are converted to lighterrnproducts by distillation process and the fractions characterized byrnappropiate tests. It is a necessity to find alternative inexpensive, fastrnand less sample consuming analytical methods that verify the qualityrnand efficiency of the distillation process. Fourier Transform InfraredrnSpectroscopy (FTIR) combined with multivariate techniques can inrnfew minutes provide information about important physicochemicalrnparameters of the petroleum derivated products. This researchrndescribes the development of the predictive models for determiningrnthe physicochemical properties of the atmospheric distillationrnfractions from the spectral analysis of the raw crude oil, usingrnspectroscopy methods and multivariate analysis. The calibrationrnmodels for the crude oils and its distillates were developed usignrnPCA (Principal Component Analysis) and PLS (Partial LeastrnSquare). A total of 32 Colombian crude oil samples and its distillatesrnwere used for calibration and validation. The identification andrnselection of FTIR sections associated to functional and vibrationalrngroups allowed to develop relationships between functionality andrnstructure of the raw crude oils and its atmospheric distillates. Inrnaddition, was possible to predict the yield of the distillation process.rnThe developed methodology provides fundamental information tornevaluate the crude oil and its distillates quality and the crude oilrnprojection yields to valuable products.
机译:新的炼油工艺产品需要开发新的分析和修改现有方法的方法,以确保可靠,直接的方法能够支持其需求以及对油料及其子产品进行表征的研究。原油通过蒸馏过程转化为较轻的产物,馏分通过适量试验表征。必须找到可替代的廉价,快速且耗材少的分析方法,以验证蒸馏过程的质量和效率。傅立叶变换红外光谱(FTIR)与多变量技术相结合可以在几分钟内提供有关石油衍生产品的重要理化参数的信息。这项研究描述了预测模型的开发,该预测模型用于通过使用光谱学方法和多元分析从原料原油的光谱分析确定大气蒸馏馏分的理化性质。建立了原油及其馏出物的校准模型usignrnPCA(主成分分析)和PLS(部分最小二乘)。总共使用了32个哥伦比亚原油样品及其馏出物进行校准和验证。与功能基团和​​振动基团相关的FTIR区段的识别和选择,可以发展原油及其大气馏分油的功能和结构之间的关系。此外,还可以预测蒸馏过程的产率。所开发的方法学提供了重新评估原油及其馏出物质量以及对有价值产品的原油投影产率的基本信息。

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