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Qualitative identification of crude oils from different oil fields using terahertz time-domain spectroscopy

机译:使用太赫兹时域光谱仪对不同油田的原油进行定性鉴定

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摘要

The purpose of this article is to demonstrate the practicability to classify the sources and types of crude oils from different oil fields in several countries and regions with terahertz time-domain spectroscopy (THz-TDS). THz parameters spectra, such as refractive index and absorption coefficient, were calculated. Multivariate statistical methods, including cluster analysis (CA) and principal component analysis (PCA), were used to build models between THz parameters and crude oils from different countries and regions. The distances of CA between oils and the first principal component (PC1) scores of oils in PCA method reflected the oil-dependent differences, indicating that there existed consistency between CA and PCA. Consequently, the combination of THz technology as well as multivariate statistical methods could be an effective method for rapid identification of crude oils with different properties and geographical locations.
机译:本文的目的是演示使用太赫兹时域光谱法(THz-TDS)对来自多个国家和地区不同油田的原油来源和类型进行分类的实用性。计算了太赫兹参数光谱,例如折射率和吸收系数。多元统计方法,包括聚类分析(CA)和主成分分析(PCA),被用来建立太赫兹参数与来自不同国家和地区的原油之间的模型。油之间的CA距离和PCA方法中油的第一主成分(PC1)分数反映了油依赖性,表明CA和PCA之间存在一致性。因此,太赫兹技术与多元统计方法的结合可能是一种快速鉴定具有不同特性和地理位置的原油的有效方法。

著录项

  • 来源
    《Fuel》 |2015年第1期|189-193|共5页
  • 作者单位

    State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum, Beijing 102249, China,Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, China University of Petroleum, Beijing 102249, China;

    Petroleum Exploration and Production Research Institute, China Petroleum and Chemical Corporation, Beijing 100083, China;

    Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, China University of Petroleum, Beijing 102249, China,Key Laboratory of Oil and Gas Terahertz Spectroscopy and Photoelectric Detection, China Petroleum and Chemical Industry Federation (CPCIF), Beijing 100723, China;

    Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, China University of Petroleum, Beijing 102249, China,Key Laboratory of Oil and Gas Terahertz Spectroscopy and Photoelectric Detection, China Petroleum and Chemical Industry Federation (CPCIF), Beijing 100723, China;

    State Key Laboratory of Petroleum Resources and Prospecting, China University of Petroleum, Beijing 102249, China,Beijing Key Laboratory of Optical Detection Technology for Oil and Gas, China University of Petroleum, Beijing 102249, China,Key Laboratory of Oil and Gas Terahertz Spectroscopy and Photoelectric Detection, China Petroleum and Chemical Industry Federation (CPCIF), Beijing 100723, China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Crude oil; Terahertz; Cluster analysis; Principal component analysis;

    机译:原油;太赫兹聚类分析;主成分分析;

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