复合材料参数化桨叶的动力学减振优化设计

为了进行桨叶动力学优化设计,建立面向工程设计的复合材料多闭室C型梁桨叶剖面参数化模型,实现了桨叶剖面气动外形、内部结构组件、复合材料铺层设计的参数化,并提出了一种保持C型梁纤维面积恒定的参数化设计方法.采用全局寻优能力较强的多种群遗传算法(MPGA),集成参数化设计模型与旋翼有限元气动弹性综合分析模型,通过桨叶各剖面结构组件的参数优化实现了旋翼动力学减振.算例给出了"海豚"直升机桨叶剖面特性实测值与参数化桨叶模型计算值的对比,整体误差不超过3%,并用该参数化模型对桨叶进行动力学减振优化,实现了旋翼加权优化振动载荷系数减小4.15%,经过优化后桨叶的配重位置更加分散,有利于缓解桨叶内部应力/应变突变;而且部分配重分配到桨尖,提高了旋翼的自转惯量,增加了旋翼自转下滑的安全性.     

Intelligent modeling and identification of aircraft nonlinear flight

In this paper, a new approach has been proposed to identify and model the dynamics of a highly maneuverable fighter aircraft through artificial neural networks（ANNs）. In general, aircraft flight dynamics is considered as a nonlinear and coupled system whose modeling through ANNs, unlike classical approaches, does not require any aerodynamic or propulsion information and a few flight test data seem sufficient. In this study, for identification and modeling of the aircraft dynamics, two known structures of internal and external recurrent neural networks（RNNs） and a proposed structure called hybrid combined recurrent neural network have been used and compared.In order to improve the training process, an appropriate evolutionary method has been applied to simultaneously train and optimize the parameters of ANNs. In this research, it has been shown that six ANNs each with three inputs and one output, trained by flight test data, can model the dynamic behavior of the highly maneuverable aircraft with acceptable accuracy and without any priori knowledge about the system.     

Recent advance in nonlinear aeroelastic analysis and control of the aircraft

A review on the recent advance in nonlinear aeroelasticity of the aircraft is presented in this paper. The nonlinear aeroelastic problems are divided into three types based on different research objects, namely the two dimensional airfoil, the wing, and the full aircraft. Different non- linearities encountered in aeroelastic systems are discussed firstly, where the emphases is placed on new nonlinear model to describe tested nonlinear relationship. Research techniques, especially new theoretical methods and aeroelastic flutter control methods are investigated in detail. The route to chaos and the cause of chaotic motion of two-dimensional aeroelastic system are summarized. Var- ious structural modeling methods for the high-aspect-ratio wing with geometric nonlinearity are dis- cussed. Accordingly, aerodynamic modeling approaches have been developed for the aeroelastic modeling of nonlinear high-aspect-ratio wings. Nonlinear aeroelasticity about high-altitude long- endurance （HALE） and fight aircrafts are studied separately. Finally, conclusions and the chal- lenges of the development in nonlinear aeroelasticity are concluded. Nonlinear aeroelastic problems of morphing wing, energy harvesting, and flapping aircrafts are proposed as new directions in the future.     

基于热声网络法的燃烧不稳定性分析研究

为研究预混燃烧的燃烧不稳定性,采用低阶热声网络分析方法确定燃烧不稳定性的模态特征及非线性特性。在热声网络程序中利用声网络来描述燃烧室结构的声学特性,利用速度脉动的函数描述火焰的热释放脉动。在火焰模型中,在线性模型中增加非线性以求解不稳定模态的极限环幅值。分析了钝体模型燃烧室中火焰模型参数对燃烧不稳定性的影响,模拟结果与实验结果符合得很好。结果表明声网络方法结合非线性火焰模型能描述燃烧系统的燃烧不稳定性和直接预测极限环幅值。     

基于改进的混合粒子群算法的变循环发动机模型求解

为了降低变循环发动机模型求解时对初始值的依赖性,提升算法的全局收敛性,同时提高模型求解的效率,提出了一种基于改进的混合粒子群算法的变循环发动机模型求解思路。首先建立了变循环发动机的部件级模型,并建立了发动机的共同工作方程组;然后采用Broyden法对牛顿-拉夫森算法中的雅可比矩阵进行更新计算,在经典粒子群算法的基础上引入粒子中心,作为干扰项,并引入限制因子和自适应时变惯性系数;最后,综合了两种改进的算法,提出改进的混合粒子群算法。实验结果表明:该算法不仅继承了牛顿-拉夫森算法的高计算效率,还吸收了改进的粒子群算法的全局收敛优点,可实现模型大范围收敛。     

粒子群混合算法在变导向器面积计算中的应用

求解非线性方程组经典方法具有严格的局部收敛性;粒子群等进化算法解决了全局收敛的问题,但计算效率偏低,存在最优解不稳定的问题。结合经典Newton-Raphson法的超线性收敛速度和粒子群算法全局收敛能力的粒子群混合算法具备2类算法的优点。在迭代初期采用粒子群算法获得的近似全局解作为Newton-Raphson算法的初始值,以确定高精度的解。利用粒子群混合算法在发动机变导向器面积的大偏离计算中获得了较好的收敛效果,解决了常规Newton-Raphson法不收敛的问题。     

图像处理的非线性扩散方法

介绍了非线性扩散方法的原理和数学性质;对图像处理领域的非线性扩散方法进行了分类和总结,并探讨了各类方法的优缺点;同时从平滑去噪与保留图像特征点之间的矛盾、结构的封闭性、不连续点的保留以及参数简化等方面指出了非线性扩散方法的发展趋势和亟待解决的问题。     

基于CFD/CSD的大展弦比机翼气动弹性研究

考虑气动力非定常效应和惯性载荷作用对机翼气动弹性行为的影响,采用基于Euler方程和有限元的CFD/CSD耦合方法分析了大展弦比机翼的气动弹性时域响应,实现静、动气动弹性一体化计算.计算结果显示在相同马赫数下,机翼静变形随着飞行动压增大而增大;但是随着飞行高度的增加,机翼在进入稳态之前振荡越剧烈,响应超调越大,升力损失...     

微缝共振器的非线性吸声机理

为模拟高声压级时微缝处涡声相互作用现象并计算微缝声阻抗,发展了一种离散涡模型.联合微缝离散涡模型和一维声传播模型,计算了微缝共振器的声阻抗和吸声系数.数值结果表明,微缝声学性质主要取决于涡脱落和脱落涡层的演化;共振器的吸声系数随着入射声压级的增加而增大;入射声波频率对共振器吸声系数有显著影响.研究结果和先前直接数值模拟...     

滚弯成形解析建模与数值分析

建立了考虑材料塑性强化的滚弯成形力学分析解析模型,推导出了应力应变、残余应力以及回弹半径计算公式.基于非线性有限元软件,对滚弯成形进行了动态模拟,对应力应变状态、塑性应变分布、残余应力以及回弹等进行了分析计算,结果表明:板料滚弯成形初始效应明显,下压点附近曲率不均匀;采用足够的滚弯时间后,中间段的曲率均匀度很好;成形半径与上辊下压量呈近似幂函数关系;多道次滚弯可以减小两端的曲率波动和最大应力应变.最后通过与滚弯成形试验数据的对比,分析和验证了解析模型与数值模型的适用性和精度.