论文标题

烟灰粒度分布在湍流的烟灰火焰中使用基于分裂的扩展正交方法的矩

Soot particle size distribution reconstruction in a turbulent sooting flame with the split-based extended quadrature method of moments

论文作者

Ferraro, Federica, Gierth, Sandro, Salenbauch, Steffen, Han, Wang, Hasse, Christian

论文摘要

矩(MOM)的方法在很大程度上被用于研究烟灰和湍流的火焰。但是,经典的妈妈无法表征连续的粒径分布(PSD)。如果不访问PSD的信息,就很难准确考虑颗粒氧化,这对于缩小和消除烟灰颗粒至关重要。最近,已经提出了基于分裂的扩展矩矩(S-EQMOM)作为克服这一问题的数值强大替代方案(Salenbauch等,2019)。主要优点是连续粒子密度函数可以通过叠加内核密度函数(KDF)重建。此外,针对每个KDF单独确定S-Eqmom主要节点,从而提高了时刻的可靠性。 在这项工作中,S-Eqmom与大型涡流模拟/推定的PDF火焰/进度变量方法结合使用,用于预测代尔德·阿德莱德火焰III中的烟灰形成。目标火焰具有低/高烟雾倾向/间歇性和综合流/标量/烟灰数据可用于模型验证。将模拟结果与气相和颗粒相的实验数据进行比较。尤其是在烟灰体积分数方面,已经获得了良好的定量协议。重建的PSD揭示了该火焰的第一/下游部分中主要的单峰/双峰分布,颗粒直径小于100 nm。通过研究火焰尖端处的瞬时和统计烟灰行为,已经发现,实验观察到的烟灰间歇性与表现出具有双峰概率密度函数的化学计量值周围的混合分数波动有关。

The Method of Moments (MOM) has largely been applied to investigate sooting laminar and turbulent flames. However, the classical MOM is not able to characterize a continuous particle size distribution (PSD). Without access to information on the PSD, it is difficult to accurately take into account particle oxidation, which is crucial for shrinking and eliminating soot particles. Recently, the Split-based Extended Quadrature Method of Moments (S-EQMOM) has been proposed as a numerically robust alternative to overcome this issue (Salenbauch et al., 2019). The main advantage is that a continuous particle number density function can be reconstructed by superimposing kernel density functions (KDF). Moreover, the S-EQMOM primary nodes are determined individually for each KDF, improving the moment realizability. In this work, the S-EQMOM is combined with a Large Eddy Simulation/presumed-PDF flamelet/progress variable approach for predicting soot formation in the Delft Adelaide Flame III. The target flame features low/high sooting propensity/intermittency and comprehensive flow/scalar/soot data are available for model validation. Simulation results are compared with the experimental data for both the gas phase and the particulate phase. A good quantitative agreement has been obtained especially in terms of the soot volume fraction. The reconstructed PSD reveals predominantly unimodal/bimodal distributions in the first/downstream portion of this flame, with particle diameters smaller than 100 nm. By investigating the instantaneous and statistical sooting behavior at the flame tip, it has been found that the experimentally observed soot intermittency is linked to mixture fraction fluctuations around its stoichiometric value that exhibit a bimodal probability density function.

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