深入了解吸附动力学模型的数学特征、选择标准和常见错误:综述

Qili Hu, Shuyue Pang, Dan Wang
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引用次数: 45

摘要

动力学模型被广泛用于分析间歇系统的动态吸附行为和揭示传质机理。以往的文献综述主要局限于动力学模型的描述、拟合质量的评价、模型参数的确定以及在水与废水处理领域的实际应用。然而,动力学模型的曲线特征及其数学关系在文献中鲜有提及。如何选择和确定最优模型还有待进一步探讨。因此,除了改进以前的工作外,本综述的主要目的是:(i)通过控制变量确定动力学模型的曲线特征;(二)通过变量代换揭示其数学关系;(iii)利用误差函数和残差图确定最优模型;(四)纠正文献中的一些常见错误。伪一阶(PFO)和伪二阶(PSO)方程是混合1,2阶方程(MOE)的两种特殊情况。PFO和Furusawa-Smith方程在数学上是等价的。本文旨在帮助读者更好地理解和使用吸附动力学模型,并为开发新的吸附动力学模型提供潜在的思路。
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In-depth Insights into Mathematical Characteristics, Selection Criteria and Common Mistakes of Adsorption Kinetic Models: A Critical Review
ABSTRACT The kinetic models were widely used to analyze the dynamic adsorption behaviors in a batch system and reveal the mass-transfer mechanisms. The previous review papers were mainly confined to the description of the kinetic models, assessment of the fitting quality, determination of the model parameters and practical application in the field of water and wastewater treatment. However, the curve characteristics of the kinetic models and their mathematical relations were rarely mentioned in the literature. How to select and determine the optimum model remained to be further discussed. Thus, in addition to improving previous work, the main objectives of this review were: (i) to identify the curve characteristics of the kinetic models by control variates; (ii) to reveal their mathematical relations by variable substitution; (iii) to determine the optimum model by error functions and residual plot; and (iv) to correct some common mistakes in the literature. The pseudo-first-order (PFO) and pseudo-second-order (PSO) equations were two special cases of mixed 1,2-order equation (MOE). The PFO and Furusawa–Smith equations were mathematically equivalent. This review is expected to help readers better understand and use the adsorption kinetic models and provide potential ideas for the development of new kinetic models.
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