Solving boundary value problems in heterogeneous catalysis with orthogonal collocation and arc-length continuation

IF 2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Applications in Engineering Education Pub Date : 2023-11-20 DOI:10.1002/cae.22701
André Von-Held Soares, Housam Binous, Fernando Cunha Peixoto, Ahmed Bellagi
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Abstract

An important part of the education of chemical engineers involves the design and assessment of heterogeneous catalytic reactions. They pose fundamental phenomena and constitute invaluable industrial processes. Progressing in this field, especially in graduate-level courses, entails solving nonlinear differential equations systems, which can only be achieved by using efficient and reliable numerical techniques. In this work, we solve nonisothermal one-dimensional reaction-diffusion BVP considering convection in the boundary conditions, by applying orthogonal collocation and arc-length continuation. Particularly, we predict the effectiveness factor as a function of the Thiele modulus for the main three particle geometries: plane slab, cylinder, and sphere. For chemical engineering students, such problems are at the zenith of the discipline, and the results of such calculations can elucidate basic and advanced concepts of mass and heat transfer as well as chemical reaction engineering. Both Chebyshev and shifted Legendre polynomials were used to transform the boundary value problem into a set of algebraic nonlinear equations. In addition, we also compare our findings against the available analytic solutions whenever possible. Codes in Scilab, Matlab®, and Mathematica© were developed for the solution of such problems and are available in the Supporting Information. There are two possible approaches to compute effectiveness factors: (a) integration as per definition versus (b) differentiation and nonlinear system. It is demonstrable that software performance is dependent on the approach, and that the differentiation approach yields better results.

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用正交配置和弧长延拓法求解多相催化的边值问题
化学工程师教育的一个重要部分涉及多相催化反应的设计和评价。它们构成了基本现象,构成了无价的工业过程。在这个领域的进步,特别是在研究生水平的课程中,需要解决非线性微分方程组,这只能通过使用有效和可靠的数值技术来实现。本文采用正交配置和弧长延化的方法,求解了边界条件下考虑对流的非等温一维反应扩散BVP。特别地,我们预测了三种主要颗粒几何形状的有效性因子作为Thiele模量的函数:平面板、圆柱体和球体。对于化学工程专业的学生来说,这类问题是本学科的前沿,其计算结果可以阐明传质、传热以及化学反应工程的基本和高级概念。利用切比雪夫多项式和移位勒让德多项式将边值问题转化为一组代数非线性方程。此外,我们还尽可能将我们的发现与现有的分析解决方案进行比较。Scilab、Matlab®和Mathematica©中的代码是为解决这些问题而开发的,可以在支持信息中获得。计算效能因子有两种可能的方法:(a)按定义积分与(b)微分和非线性系统。可以证明,软件性能依赖于方法,并且微分方法产生更好的结果。
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来源期刊
Computer Applications in Engineering Education
Computer Applications in Engineering Education 工程技术-工程:综合
CiteScore
7.20
自引率
10.30%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Computer Applications in Engineering Education provides a forum for publishing peer-reviewed timely information on the innovative uses of computers, Internet, and software tools in engineering education. Besides new courses and software tools, the CAE journal covers areas that support the integration of technology-based modules in the engineering curriculum and promotes discussion of the assessment and dissemination issues associated with these new implementation methods.
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