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Multi-Fidelity Framework Demonstration for Modeling Combustion Instability

机译:燃烧不稳定性建模的多保真框架演示

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A multi-fidelity framework oriented towards efficient modeling of combustion instability is established by integrating a reduced-order model (ROM) for combustion response into the linearized Euler equations. The ROM is developed from CFD simulations of periodic forcing of a combusting flow on a reduced domain using Galerkin's method to reduce the high-order PDEs to a low-order ODE system via POD eigen-bases generated from the reduced-domain dataset Evaluations of the framework are performed based on parametric studies of a simplified test problem for a model rocket combustor showing distinguishable instability behavior. Two-way information transfer between the two solutions is accomplished by interface matching at the reduced-domain boundaries. Accurate predictions require the use of multiple ROMs to account for both upstream- and downstream-traveling perturbations. In addition characteristic boundary conditions must be used at both reduced-domain boundaries to minimize wave reflections and preclude generic unstable responses in the multi-fidelity model prediction. Comparisons with full CFD solutions show the multi-fidelity model is capable of capturing overall instability trends.
机译:通过将用于燃烧响应的降阶模型(ROM)集成到线性化Euler方程中,建立了一种面向高效的燃烧不稳定性建模的多保真度框架。 ROM是通过使用Galerkin方法通过缩减域数据集生成的POD本征基将高阶PDE还原为低阶ODE系统的CFD模拟方法而开发的,该方法是对压缩域上的燃烧流进行周期性强迫。基于对模型火箭燃烧器的简化测试问题进行参数研究得出的框架表明了明显的不稳定性行为。两种解决方案之间的双向信息传输是通过在缩小域边界进行接口匹配来实现的。准确的预测需要使用多个ROM来解决上游和下游旅行的扰动。另外,必须在两个缩小域边界上使用特征边界条件,以最大程度地减少波反射,并在多保真度模型预测中排除一般的不稳定响应。与完整CFD解决方案的比较表明,多保真度模型能够捕获总体不稳定趋势。

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