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REDUCTION TECHNIQUES METHODS FOR SIMPLIFYING COMPLEX KINETIC SYSTEMS: A GENERAL REVIEW

机译:简化复杂动力学系统的减少技术方法:一般审查

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The development of kinetic models to describe the time evolution of chemically reacting systems is a fundamental objective of chemical kinetics. Ideally, the most accurate approach to this problem is to include all possible species and reactions of any importance to predict, within the specified uncertainty, a wide variety of experimental data. The complexity of these detailed models grows with an increase in the number of fuel components. When the detailed kinetic model is to be coupled to transport equations, the computational tasks often become formidable due to the intrinsic presence of a wide range of time and length scales, which result in the well-known stiffness problem. Such difficulties have motivated the development of numerous model order reduction techniques during the past three decades. In this paper, the most used reduction techniques for detailed kinetic models are presented and the advantages and disadvantages of each are explained.
机译:表明化学反应系统时间演化的动力学模型是化学动力学的基本目标。理想情况下,对此问题的最准确的方法是包括所有重要的物种和反应,以预测在特定的不确定性,各种各样的实验数据中。这些详细模型的复杂性随着燃料组件的数量的增加而增长。当详细的动力学模型被耦合到传输方程时,由于各个时间和长度尺度的内在存在,计算任务通常会变得更加强大,这导致众所周知的刚度问题。这种困难有动力在过去三十年中发展了许多模型顺序减少技术。在本文中,提出了用于详细动力学模型的最常用的减少技术,并解释了每个的优点和缺点。

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