Global sensitivity analysis of a deformable cavity based on the Sobol’s method
NING Fangli1,2,ZHANG Changtong1,2,LIU Zhe1,2,DING Hui1,2,ZHAI Qingbo1,2,WEI Juan3
1.School of Mechanical Engineering, Northwestern Polytechnical University, Xi’an 710072, China;
2.Dongguan Sanhang Military-Civil Integration Innovation Research Institute, Dongguan 523808, China;
3.School of Communication Engineering, Xidian University, Xi’an 710071, China
Abstract:The high-intensity cavity noise generated by the high-speed airflow passing through the cavity structure can easily induce the cavity structure resonance and lead to the acoustic fatigue damage of the components in the cavity.Therefore, a deformable cavity control method was proposed, which can reduce the noise of the cavity by adjusting the tilt angle of the leading and rear wall of the cavity with mechanical devices.At the Mach number of 0.85, a large eddy simulation (LES) was used to predict the fluid flow in the cavity.Taking the inclination angles of the leading and rear wall of the deformable cavity as design variables and the main tonal noise as the response, a surrogate model of the deformable cavity was established using the Kriging method based on the MSE criterion, and then the global sensitivity of the model was analyzed by the Sobol’s method.It is found that the leading and rear wall tilt of the deformable cavity can significantly suppress the main tonal noise, the global sensitivity of the rear wall tilt is 1.712 times that of the leading wall tilt, and the interaction effect of the leading and rear wall tilt on the main tonal noise is small.
宁方立1,2,张畅通1,2,刘哲1,2,丁辉1,2,翟庆波1,2,韦娟3. 基于Sobol’法的可变形状空腔全局灵敏度分析[J]. 振动与冲击, 2021, 40(2): 141-147.
NING Fangli1,2,ZHANG Changtong1,2,LIU Zhe1,2,DING Hui1,2,ZHAI Qingbo1,2,WEI Juan3. Global sensitivity analysis of a deformable cavity based on the Sobol’s method. JOURNAL OF VIBRATION AND SHOCK, 2021, 40(2): 141-147.
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