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SA一方程湍流模型参数影响分析与辨识 被引量:8

Parameter Influence Analysis and Identification of SA One-equation Turbulence Model
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摘要 SA(Spalart-Allmaras)一方程湍流模型是目前工程湍流计算中主要采用的湍流模型之一。首先,针对某典型战斗机的小攻角、中等攻角、大攻角流动工况,利用均匀试验设计方法分析SA一方程模型中8个参数取值对上述工况下飞机升力和阻力系数计算结果的影响规律;然后,建立工程湍流模型参数的辨识方法,并将其用于该战斗机大攻角工况下湍流模型参数cb1值的辨识调整。结果表明:不同工况下,湍流模型参数对计算结果的影响规律不同;在附着流状态下,对升力和阻力影响较大的参数是cv1和cb1;在中等攻角和较大攻角下,对升力和阻力影响较大的参数是cb1;适当减小参数cb1的取值后,升力和阻力系数的计算结果有较明显的改善,这可能与飞机大攻角分离流场中涡粘系数和剪切应力的发展与自由剪切流存在一定差异有关。 Spalart Allmaras(SA) one-equation turbulence model has been mainly used in the numerical simula- tion of engineering turbulence flows. Firstly, the flow situations of small, middle, and large angle of attack of a typical fighter are concerned. And the influences of eight model parameters in SA turbulence model on the calculated turbulent flow fields are analyzed by using the uniform design of experiments. Then the turbulence model parameter identification method is developed and utilized for the estimation of cb1 value for the case of large angle of attack. The results show that under different flow situations the model parameters exhibit different influences on calculated results of lift and drag coefficients. For attached flow of small angle of attack, the influences of the parameters cv1 and cb1 are much greater than other parameters, and for middle and large angle of attack, the lar- gest influence parameter is cbl. It is found that when the parameter value of cb1 decrease moderately, the calcu- lated lift and drag coefficients agree with the experimental results much better. This could be attributed to that the conventional value of the model parameters are calibrated from free shear flow but there exists some difference in the development of eddy-viscosity and shear stress between the separated flow of large angle of attack and the free shear flow.
出处 《航空工程进展》 CSCD 2015年第1期46-51,共6页 Advances in Aeronautical Science and Engineering
关键词 SA一方程湍流模型 参数影响 参数辨识 均匀试验设计 SA one-equation turbulence model parameter influence parameter identification uniform design of experiments
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