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COMPARATIVE ANALYSIS OF CHEMICAL KINETIC MODELS USING THE ALTERNATE SPECIES ELIMINATION (ASE) APPROACH

机译:使用替代物种消除(ASE)方法对化学动力学模型进行比较分析

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A major thrust in combustion research is the development of chemical kinetic models for computational analysis of various combustion processes. Significant deviations can be seen when comparing predictions of these models against experimentally determined combustion properties over a wide range of operating conditions and mixture strengths. However, these deviations vary from one model to another. It would be insightful in such circumstances to elucidate the species and sub chemistry models which lead to the varying prediction ability in various models. In this work we apply the Alternate Species Elimination (ASE) method to selected mechanisms in order to analyze their predictive ability with respect to propane and syngas combustion. ASE is applied to a homogeneous reactor undergoing ignition. The ranked species of each model are compared based on their Normalized Change. We further provide skeletal versions of the various models for propane and syngas combustion analysis. It is observed that this approach provides an easy way to determine the chemical species which are central to predictive performance of a model in their order of importance. It also provides a direct way to compare the relative importance of chemical species in the models under consideration. Further development and in-depth analysis could provide more information and guidance for model improvement.
机译:燃烧研究的主要推动力是化学动力学模型的开发,用于各种燃烧过程的计算分析。将这些模型的预测值与实验确定的燃烧特性在较宽的运行条件和混合强度范围内进行比较时,可以看到明显的偏差。但是,这些偏差因一个模型而异。在这种情况下,阐明物种和亚化学模型将是有见识的,这些模型和亚化学模型会导致各种模型的预测能力发生变化。在这项工作中,我们将替代物种消除(ASE)方法应用于选定的机制,以分析其对丙烷和合成气燃烧的预测能力。 ASE应用于发生点火的均质反应堆。根据模型的归一化变化比较每个模型的排名物种。我们进一步提供了用于丙烷和合成气燃烧分析的各种模型的骨架版本。可以观察到,这种方法提供了一种简单的方法来确定化学物种,这些化学物种对于模型的预测性能至关重要,并且按照重要性顺序排列。它还提供了一种直接的方法,可以在所考虑的模型中比较化学物种的相对重要性。进一步的开发和深入的分析可以为模型改进提供更多的信息和指导。

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