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On the convergence, stability and computational speed of numerical schemes for 0-D IC engine cylinder modelling

机译:关于0-D IC发动机汽缸建模数值方案的收敛性,稳定性和计算速度

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摘要

The development of real time capable 0-dimensional internal combustion engine models places high demands on convergence, stability and computational speed of the applied numerical methods. The cylinder model represents the crucial element to attain high computational speed and accuracy of results. A basic example comprising a single cylinder connected to two plenums is analysed with different numerical schemes in order to reveal methods effectively associating accuracy requirements with computational time constraints. The integration performance to solve a system of coupled ODEs was compared for explicit Euler and explicit fourth order Runge-Kutta schemes, as well as for multi-step methods including backward differentiation formulas and Adams-Moulton formulas. The performed analysis emphasizes two major points. First, the numerical accuracy of integration schemes differs significantly at equal computational effort revealing the necessity of selecting the adequate scheme for a specific task. Second, the comparison of integral engine parameters (e.g. indicated mean effective pressure, mean engine torque), calculated by different methods, with a numerically assumed exact solution should not be used as an estimate for convergence and stability of the applied numerical approach, since good agreement in integral parameters does not imply good agreement in cycle resolved traces of thermodynamic variables. The paper provides clear guidelines for selecting the appropriate numerical integration methods with respect to the intended application. Analyses are based also on innovative test examples. Finally, a comparison of numerical and experimental in-cylinder pressure traces is shown for a series production engine confirming the applicability and accuracy of the cylinder model.
机译:具有实时功能的零维内燃机模型的开发对所应用数值方法的收敛性,稳定性和计算速度提出了很高的要求。圆柱模型代表获得高计算速度和结果准确性的关键要素。为了揭示有效地将精度要求与计算时间约束相关联的方法,对一个基本示例进行了分析,该示例包含一个与两个增压室相连的单个圆柱体。针对显式Euler和显式四阶Runge-Kutta方案,以及包括后向微分公式和Adams-Moulton公式在内的多步方法,比较了求解耦合ODE系统的集成性能。进行的分析强调两个要点。首先,在相等的计算工作量下,集成方案的数值精度存在显着差异,这表明需要为特定任务选择适当的方案。其次,通过不同方法计算的整体发动机参数(例如,指示的平均有效压力,平均发动机扭矩)与数值假定的精确解的比较不应用作对所采用数值方法的收敛性和稳定性的估计。积分参数的一致性并不意味着在循环解析的热力学变量中有良好的一致性。本文为针对预期应用选择适当的数值积分方法提供了明确的指南。分析还基于创新的测试示例。最后,对比了一系列量产发动机的缸内压力数字和实验曲线,证实了缸模型的适用性和准确性。

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