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Study On the Statistical Analysis Methodology of the Swirl Flame Dynamics

机译:旋流火焰动态统计分析方法研究

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Combustion instability is now being widely studied. Combustion instability includes static and dynamic instability. On dynamic instability, the traditional research methods are to measure the dynamic pressure and heat release of the swirl flame through experiments, and then the experimental results are obtained by Fast Fourier Transform, and the influence of the parameters on the pressure fluctuation and the thermal acoustic oscillation is obtained. However, this method has some defects, such as the large error, the dynamic characteristics of the flame is not intuitive and so on. Therefore, a statistical image processing method can be developed based on large sample size to describe the flow characteristics of swirl flame. By using two methods of proper orthogonal decomposition and dynamic mode decomposition, the dynamic characteristics of the swirl flame are described. Meanwhile, due to the large sample size, the error of processing experimental data is small.
机译:现在正在广泛研究燃烧不稳定。燃烧不稳定包括静态和动态不稳定性。在动态不稳定上,传统的研究方法是通过实验测量旋流火焰的动态压力和热释放,然后通过快速傅里叶变换获得实验结果,以及参数对压力波动和热声的影响获得振荡。但是,这种方法具有一些缺陷,如误差,火焰的动态特性不直观等。因此,可以基于大的样本大小来开发统计图像处理方法以描述旋流火焰的流动特性。通过使用适当的正交分解和动态模式分解的两种方法,描述了旋流火焰的动态特性。同时,由于样本量大,处理实验数据的误差很小。

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