Verification and Validation of a Homogeneous Reaction Kinetics Model Using a Detailed H2-O2 Reaction Mechanism Versus Chemkin and Cantera

S. Alam, C. Depcik
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引用次数: 1

Abstract

Increased black-box software use without adequate software literacy can lead to improper results and potentially disastrous consequences. Furthermore, such software is often expensive and comes with limited flexibility making it prohibitive for learning purposes. Therefore, this effort highlights the development of an adaptable, user customizable, and free open-source software tool to evaluate reaction kinetics in combustion models. Here, the software undergoes verification and validation to ensure proper operation over the intended domain of its application. The conceptual model is derived from the basic governing equations of thermodynamics simulating zero-dimensional constant pressure combustion with chemical kinetics based on a homogeneous hydrogen-oxygen reaction mechanism. Then, the computerized model is developed using a top-down programming technique for quick identification and elimination of coding errors. Operational validation occurs by comparing results with Chemkin and Cantera that reveals absolute and relative tolerances of 1E−12 and 1E−3, respectively, are sufficient for convergence at all specified initial conditions. In addition, the open-source software is computationally less intensive with average time savings of 33.69% and 48.88% versus Chemkin and Cantera, respectively. Subsequently, model results are time-shifted to the 50% fuel-burned mark and compared with experimental results for validation. This ensures that the created software is correct and useful for classroom instruction. Finally, the customizability of the open-source software instills confidence in students to develop custom chemical reaction mechanisms.
使用详细的H2-O2反应机理对Chemkin和Cantera的均相反应动力学模型的验证和验证
如果没有足够的软件知识,增加黑箱软件的使用可能会导致不适当的结果和潜在的灾难性后果。此外,这样的软件通常是昂贵的,并且具有有限的灵活性,使其无法用于学习目的。因此,这项工作强调了开发一种适应性强、用户可定制、免费的开源软件工具来评估燃烧模型中的反应动力学。在这里,软件经过验证和确认,以确保在其应用程序的预期领域上正确操作。该概念模型是基于均相氢氧反应机理的化学动力学模拟零维恒压燃烧的基本热力学控制方程推导出来的。然后,使用自顶向下的编程技术开发计算机模型,以快速识别和消除编码错误。操作验证通过与Chemkin和Cantera的结果进行比较,结果显示1E−12和1E−3的绝对和相对容差分别足以在所有指定的初始条件下收敛。此外,与Chemkin和Cantera相比,开源软件的计算强度更低,平均时间节省分别为33.69%和48.88%。随后,将模型结果时移至50%燃料燃烧标记,并与实验结果进行对比验证。这确保了所创建的软件对课堂教学是正确和有用的。最后,开源软件的可定制性让学生有信心开发定制的化学反应机制。
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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