基于神经网络技术的乘波体优化设计

乘波体是高超声速飞行器的主要组成部分,也是飞行器产生升力的主要部分. 针对基 于计算流体动力学(CFD)分析的乘波体优化设计问题,引入人工神经元网络响应面方法. 选 取一定数量的乘波体外形,进行气动性能分析后,利用乘波体的外形控制参数和气动参数做 为训练样本对乘波体进行训练. 利用这些训练样本对人工神经网络进行训练. 在优化计算中 以充分训练的神经网络替代CFD分析,发展了一种基于神经网络技术的乘波体优化设计方法. 利用该方法在马赫数6、雷诺数7\times 10^6条件下,分别对乘波体进行了最大升阻比的单目标和综 合考虑升阻比、容积及表面积的多目标优化. 计算结果表明,采用神经网络响应面技术可在 保证计算稳定性的条件下有效提高计算效率.     

Research progress on thermal protection materials and structures of hypersonic vehicles

Hypersonic vehicles represent future trends of military equipments and play an important role in future war. Thermal protection materials and structures, Which relate to the safety of hypersonic vehicles, are one of the most key techniques in design and manufacture of hypersonic vehicles. Among these materials and Structures, such as metallic temperature protection structure, the temperature ceramics and carbon/carbon composites are usually adopted in design. The recent progresses of research and applica- tion of ultra-high temperature materials in preparation, oxidation resistance, mechanical and physical characterization are summarized.     

高温真实气体底部流动的NS方程数值计算

本文数值模拟了高超音速飞行时钝锥的底部流动。采用轴对称NS方程并考虑真实气体效应。湍流模型采用修正的Baldwin-Lomax涡粘性代数模型,数值方法空间离散对流项采用显式NND格式,粘性项采用中心差。时间离散采用三阶的龙格-库塔法。真实气体模型采用考虑七种组分四种反应的汉森模型。给出了底部流场的压力和温度分布及各组分的浓度分布。可以看出在近底部区域高速流-绕过拐角就产生一回流旋涡区。由于温度变化很大,气体的热力学特性受气体离解、复合和振动能激发的影响。所以整个流动过程变得十分复杂。     

吸气式高超声速飞行器气动力气动热的数值模拟方法及应用

对吸气式高超声速飞行器而言,物面热流和摩阻的准确预测对飞行器设计及安全十分关键.介绍采用CFD准确预测气动力和气动热的方法,包括流动的控制方程、湍流模型及湍流的先进壁面函数边界条件,介绍流动的数值求解方法.对典型超声速层流和湍流流动的摩擦阻力和热流进行详细的验证与确认,考察CFD工具在使用先进壁面函数边界条件后,湍流计算的法向网格无关性能力.对设计的一种吸气式高超声速飞行器的气动力和气动热进行数值模拟,为飞行器的气动设计及热防护提供了可靠的数据.     

Statistical laws of the pressure fluctuations in a hypersonic turbulent boundary layer

The results of measuring the pressure fluctuations on the wall of the nozzle of a hypersonic wind tunnel beneath a developed turbulent boundary layer are presented for the Mach number M_∞ = 7.5. On the basis of a statistical analysis, it is shown that the action of the turbulent flow is dynamically similar to the propagation of a random sequence of wave packets with continuously distributed temporal and spatial scales. Low-frequency disturbances are associated with large-scale structures of long duration that propagate at a mean-statistical velocity similar in value to the outer flow velocity. The continuous generation of weakly-correlated small-scale disturbances ensuring the maintenance and development of turbulence occurs chiefly in the inner region of the boundary layer. Spectral estimates of the power generated by the turbulent flow in the wall region of the boundary layer are presented.     

Forebody compressibility research of hypersonic vehicle

IntroductionTheintegrateddesignofairframe propulsionofhypersonicvehicleisoneofthekeytechnologyfortheair_breathingenginehypersonicvehicles[1～4 ].Thepurposestodointegrateddesignofforebody inletaretoputtheforebodyasthepre_compressiveramp ,toprovideuniformflowfield ,whichmeanssmallpressureandvelocitygradient,smallorientalangleofgasflowandlowaverageMachnumberattheentryoftheinlet,andenoughfluxfortheinlet,furthermoretomeetthedesignrequestofinlet.Ontheotherhand ,itmustbenon_sensitivetotheMachnumbera…     

Nonlinear Modeling Study of Aerodynamic Characteristics of an X38-like Vehicle at Strong Viscous Interaction Regions

Strong viscous interaction and multiple flow regimes exist when vehicles fly at high altitude and high Mach number conditions. The Navier–Stokes(NS) solver is no longer applicable in the above situation. Instead, the direct simulation Monte Carlo (DSMC) method or Boltzmann model equation solvers are usually needed. However, they are computationally more expensive than the NS solver. Therefore, it is of great engineering value to establish the aerodynamic prediction model of vehicles at high altitude and high Mach number conditions. In this paper, the hypersonic aerodynamic characteristics of an X38-like vehicle in typical conditions from 70 km to 110 km are simulated using the unified gas kinetic scheme (UGKS), which is applicable for all flow regimes. The contributions of pressure and viscous stress on the force coefficients are analyzed. The viscous interaction parameters, Mach number, and angle of attack are used as independent variables, and the difference between the force coefficients calculated by UGKS and the Euler solver is used as a dependent variable to establish a nonlinear viscous interaction model between them in the range of 70–110 km. The evaluation of the model is completed using the correlation coefficient and the relative orthogonal distance. The conventional viscous interaction effect and rarefied effect are both taken into account in the model. The model can be used to quickly obtain the hypersonic aerodynamic characteristics of X38-like vehicle in a wide range, which is meaningful for engineering design.     

激光能量主动控制高超声速进气道研究现状

以注入激光能量的方式对高超声速进气道进行主动流动控制是提高超燃冲压发动机性能的一种重要方法。回顾了国际学者针对斜激波相互作用、Edney IV型激波相互作用和来流捕获这3项内容的控制方法和结果,为国内主动控制高超声速流场的研究提供了有益参考。     

高超音速飞行器及其关键技术简论

简要评述了高超音速飞行器及其关键技术, 包括: 高超音速飞行的定义、高超音速流动的特征、高超飞行覆盖范围、高超飞行器蒙皮温度、以及高超飞行设计特点; 高超飞行器的背景;高超飞行器研制的发展简史, 及经验与思考; 吸气式高超飞行器典型设计过程、发展战略、技术规划、和关键技术领域.      

高超声速再入试验的辐射光谱定量测量

利用膨胀管对宽度为45 mm和90 mm的半圆柱模型进行了地球再入高超声速流动试验,再入速度为8 km/s。试验利用配有ICCD相机的光谱仪,测量了具有空间分辨的激波后辐射光谱,光谱范围为250~550 nm,得到了沿流体方向的激波辐射轮廓线。分析发现在该光谱范围内辐射主要为CN(B-X)带系分子光谱。利用卤钨灯对该波段光谱进行定标,得到了激波层辐射的绝对辐射亮度。通过采用两种模型辐射亮度对模型宽度归一化后发现,绕流场高温气体辐射存在较强的自吸收现象,同时观测到了绕流场激波的三维效应。通过实验发现,CN(B-X)Δv=0带系的3-3振动带系385.2 nm波长位置和0-0带系388.4 nm波长位置辐亮度之比随着流场靠近模型边缘而逐渐下降,这表明激波层内辐射的动态非平衡特征。