Determination of the Kinetic Parameters of Condensed Phase Reactions Using Chebyshev Series Expansion

IF 1.8 4区 工程技术 Q3 POLYMER SCIENCE
Alireza Aghili, Amir Hossein Haghighi, Amir Hossein Shabani
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引用次数: 0

Abstract

In the investigation of condensed phase reactions, obtaining kinetic parameters is vital for understanding reaction behavior and optimizing conditions. To achieve this, differential methods have been devised, yet due to the instability of calculating instantaneous reaction rates through numerical differentiation, they have been less commonly utilized. In this study, the extraction of smooth reaction rate curves from highly noisy experimental data via the Chebyshev series expansion (CSE) approach is explained. Furthermore, a novel combined kinetic analysis is developed to determine reaction kinetic parameters utilizing the Chebyshev series expansion. By employing the new method, kinetic parameters can be accurately deduced by performing multiple linear regression analysis on kinetic data generated from reactions. The CSE has consistently exhibited exceptional accuracy in approximating the conversion function. The primary advantage of the new method lies in its ability to accurately determine unique values for kinetic parameters, including activation energy, pre-exponential factor, and conversion function, without prior knowledge of the reaction mechanism. The new method has been validated using kinetic data from a simulated reaction and poly(methyl methacrylate) thermal degradation. To facilitate readers in applying the new methods to various kinetic data, the GNU Octave/MATLAB codes have been made publicly available.

用切比雪夫级数展开测定凝聚相反应的动力学参数
在凝聚态反应的研究中,动力学参数的获取对于理解反应行为和优化反应条件至关重要。为了实现这一点,微分方法已经被设计出来,但由于通过数值微分计算瞬时反应速率的不稳定性,它们已经不太常用。本文介绍了利用切比雪夫级数展开(Chebyshev series展开,CSE)方法从高噪声实验数据中提取光滑反应速率曲线的方法。此外,还提出了一种利用切比雪夫级数展开来确定反应动力学参数的组合动力学分析方法。该方法通过对反应产生的动力学数据进行多元线性回归分析,可以准确地推导出反应的动力学参数。CSE在近似转换函数方面一直表现出优异的精度。新方法的主要优点在于它能够准确地确定动力学参数的唯一值,包括活化能、指数前因子和转换函数,而不需要事先了解反应机理。利用模拟反应和聚甲基丙烯酸甲酯热降解的动力学数据验证了新方法的有效性。为了方便读者将新方法应用于各种动力学数据,GNU Octave/MATLAB代码已公开提供。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Macromolecular Theory and Simulations
Macromolecular Theory and Simulations 工程技术-高分子科学
CiteScore
3.00
自引率
14.30%
发文量
45
审稿时长
2 months
期刊介绍: Macromolecular Theory and Simulations is the only high-quality polymer science journal dedicated exclusively to theory and simulations, covering all aspects from macromolecular theory to advanced computer simulation techniques.
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