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Application of chemometrics to study the kinetics of coal pyrolysis: A novel approach

机译:化学计量学在研究煤热解动力学中的应用:一种新方法

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摘要

In present investigation, chemometric tools, principal component analysis (PCA) and Hierarchical clustering analysis (HCA) are used to get the linkage between the coal properties and kinetics of pyrolysis. Thermo gravimetric analysis (TGA) of 10 perhydrous Indian coals was done. Devolatilization of these coals showed five independent reactions. Kinetic parameters were calculated for individual reaction. Activation energy and weight loss of each reaction has been analyzed as a function of coal properties (moisture, volatile matter, ash, fixed carbon, carbon, hydrogen, nitrogen and sulfur). By applying chemometric, was extracted information about the linkage between activation energies of each reaction and coal properties. The mathematical treatment of data has provided conclusions on properties of coal and kinetic parameters.
机译:在目前的研究中,化学计量学工具,主成分分析(PCA)和层次聚类分析(HCA)用于获得煤性质与热解动力学之间的联系。对10种无水印度煤进行了热重量分析(TGA)。这些煤的脱挥发分显示出五个独立的反应。计算各个反应的动力学参数。已经分析了每个反应的活化能和失重与煤特性(水分,挥发性物质,灰分,固定碳,碳,氢,氮和硫)的关系。通过应用化学计量学,提取了有关每个反应的活化能与煤性质之间的联系的信息。数据的数学处理为煤的性质和动力学参数提供了结论。

著录项

  • 来源
    《Fuel》 |2011年第11期|p.3299-3305|共7页
  • 作者单位

    Coal Chemistry Division, North-East Institute of Science and Technology (CSIR-NEIST), Jorhat, 785 006 Assam, India;

    Coal Chemistry Division, North-East Institute of Science and Technology (CSIR-NEIST), Jorhat, 785 006 Assam, India;

    Coal Chemistry Division, North-East Institute of Science and Technology (CSIR-NEIST), Jorhat, 785 006 Assam, India;

  • 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

    chemometric; principal component analysis; hierarchical clustering analysis; coals;

    机译:化学计量学主成分分析层次聚类分析;煤;

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