首页|基于本征正交分解的撞击射流模态特征提取

基于本征正交分解的撞击射流模态特征提取

扫码查看
基于两个方向的高速摄影实验,通过本征正交分解(proper orthogonal decomposition,POD)方法研究了撞击射流动态变化过程中的空间和时间特征.通过不同流速下实验图像分析阐明了撞击射流基本流动模式的特征变化.正视图像序列的模态分解结果解析了撞击波模式和撞击波-液膜破碎混合模式的空间特征,并且表明撞击波模式的单个模态能量和累计模态能量更高.侧视图像序列的模态分解结果阐明了侧视撞击波特征、液膜破碎特征和液膜上液滴断裂特征,对于撞击波模式,相对的一组高阶模态的时间系数具有反向变化的趋势.正视图像中波峰和波谷均被识别为波动峰值,导致正视图像模态特征频率是侧视图像对应模态特征频率的2 倍.将基于奇异值分解的本征正交分解方法应用于不同工况下撞击射流的图像序列测试与分析,通过提取空间波动特征和频率特征,有助于优化液体火箭发动机雾化结构设计和运行参数.
Mode characteristic extraction of impinging jet based on proper orthogonal decomposition
Based on high-speed imaging experiments in two directions,the spatial and temporal characteristics of the dynamic changes during the impinging jet atomization are studied by means of the proper orthogonal decomposition method.The characteristic changes of the basic flow mode for the impinging jet are elucidated through the analysis of experimental images at different flow velocities.The modal decomposition results of the frontal image sequence are used to analyze the spatial characteristics between the impact wave mode and the mixed mode of impact wave-liquid film breakup.And the single mode energy and the cumulative mode energy of the impact wave mode are higher than the mixing mode.The mode decomposition results of the side view image sequence illustrate the characteristics of impact wave,liquid film breakup and droplet breakup from liquid film.For the impact wave mode,the relative time coefficients of a set of higher-order modes have a trend of reverse change.The wave peaks and troughs in the front image are identified as wave peaks,resulting in the modal characteristic frequency of the front image being twice the side view image.The proper orthogonal decomposition method based on singular value decomposition is applied to test and analyze the image sequence of impinging jet under different cases.By extracting the space wave characteristics and frequency characteristics,it is helpful to optimize the atomization structure design and operation parameters of liquid rocket engine.

impinging jet atomizationproper orthogonal decompositionliquid film breakupimpact wave

王博、蔡国辉、吴二军、刘青泉、陈晓东

展开 >

北京理工大学 医学技术学院,北京 100081

北京理工大学 宇航学院,北京 100081

撞击射流雾化 本征正交分解 液膜破碎 撞击波

2024

火箭推进
航天推进技术研究院

火箭推进

CSTPCD北大核心
影响因子:0.311
ISSN:1672-9374
年,卷(期):2024.50(6)