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A new moment analysis method to estimate the characteristic parameters in chromatographic general rate model

机译:一种估算色谱总速率模型特征参数的矩分析方法

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摘要

In conventional moment analysis, detailed information regarding the retention equilibrium and mass transfer kinetics is derived from the 1st normalized moment and standard deviation of the chro-matograms respectively. The moment values are determined from their analytical expressions. In the moment analysis method of this work, the moment values are estimated accurately from the simulated chromatograms by the application of the weighed residual moment method. For parameters estimation, our moment analysis method can be implemented not only on the symmetric chromatograms with linear isotherms as in conventional moment analysis, but also to the analysis of asymmetric chromatograms with nonlinear and competitive isotherms. Also compared to the commonly used parameter estimation method (fitting with experimental concentration points), our moment analysis method approached faster to the optimized values and the final parameters were also better identified.
机译:在常规矩量分析中,有关保留平衡和传质动力学的详细信息分别来自于色谱图的第一标准化矩和标准偏差。力矩值由其解析表达式确定。在这项工作的力矩分析方法中,通过使用加权剩余力矩方法,可以从模拟色谱图中准确估算力矩值。对于参数估计,我们的矩分析方法不仅可以像常规矩分析一样在具有线性等温线的对称色谱图上实施,而且可以应用于具有非线性和竞争性等温线的非对称色谱图的分析。此外,与常用的参数估计方法(与实验浓度点拟合)相比,我们的矩分析方法可以更快地找到最佳值,并且可以更好地识别最终参数。

著录项

  • 来源
    《Computers & Chemical Engineering》 |2013年第8期|50-60|共11页
  • 作者单位

    Aalto University, School of Chemical Technology, Department of Biotechnology and Chemical Technology, P.O.B. 16100, FI-00076 Aalto, Espoo, Finland;

    Aalto University, School of Chemical Technology, Department of Biotechnology and Chemical Technology, P.O.B. 16100, FI-00076 Aalto, Espoo, Finland;

    Aalto University, School of Chemical Technology, Department of Biotechnology and Chemical Technology, P.O.B. 16100, FI-00076 Aalto, Espoo, Finland;

    Aalto University, School of Chemical Technology, Department of Biotechnology and Chemical Technology, P.O.B. 16100, FI-00076 Aalto, Espoo, Finland;

    Lappeenranta University of Technology, Laboratory of Industrial Chemistry, Skinnarilankatu 34, FI-53850 Lappeenranta, Finland;

    Aalto University, School of Chemical Technology, Department of Biotechnology and Chemical Technology, P.O.B. 16100, FI-00076 Aalto, Espoo, Finland;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Moment analysis; Parameter optimization; Chromatographic general rate model; Numerical solutions;

    机译:矩分析;参数优化;色谱总速率模型;数值解;

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