基于径向基函数神经网络的自由曲面重构

根据径向基函数神经网络（RBFNN）具有很强的非线性逼近能力的优点，本文采用RBF网络模型进行自由曲面重构，建立了适应于曲面重构的径向基函数网络模型，讨论了基函数对重构曲面连续性的影响，并与多自由曲面重构，建立了适应于曲面重构的径向基函数风络模型，讨论了基函数对重构曲面连续性的影响，并与多层感知器神经网络的性能进行对比。理论分析和仿真实验结果表明：常用的几种径向基函数重构的曲面都具有很好的连续性，径向基函数网络用于曲面重构，不论是在拟合精度，还是网络的训练速度都明显优于多层感知器网络，具有一定的实用价值。     

单一基准径向圆跳动误差的新测量法

用传统的测量方法不能得到单一基准径向圆跳动误差的准确值。根据单一基准径向圆跳动误差的定义建立了该项误差的正交最小二乘评定数学模型。在万能工具显微镜上得到了采样数据并给出了微机数据处理结果。     

精密装配对空空导弹位标器影响的研究

通过对其自主稳定回路及间隙描述函数频率特性的分析,对间隙装配调试及检测技术提出改进措施,并设计了测隙装置,完善了装配工艺.     

叶轮机械中间隙流与通道二次流相互作用的数值研究

采用数值解法对一压气机静叶栅中叶顶泄漏流与通道二次流的相互作用进行研究 ,详细揭示了在顶部区通道涡、泄漏涡及分离涡的生成和发展。结果表明 ,由于泄漏流动与通道二次流动的方向正好相反 ,适量的泄漏流动可以在一定程度上起到削弱通道涡强度、改善顶部区流动状况的作用。     

涡轮高压导叶流场结构及损失分析

采用具有TVD性质有三阶精度Godumov格式，数值模拟了某型涡轮高压导叶流场，并对流场损失及涡系结构进行分析，结果表明由于强烈的径向流，使低能流体大量地迁移到下端壁，使得下端部的损失显著增大，从而引起了总损失的增加。因此在高压导叶设计中，当采用低展弦比叶片时，应注意削弱叶片出口附近流场的严重径向窜流。     

浅谈飞机螺纹连接件电镀层厚度及螺纹配合间隙

在沿海地区服役的飞机 ,通常是在含有腐蚀性气体和在高温及高湿热复杂环境条件下工作的。此时 ,暴露在外部及内部需经常拆卸的飞机螺纹连接件的锈蚀问题 ,严重地影响了飞机连接件的正常拆卸和安装及连接件的寿命。为提高飞机螺纹连接件的抗腐蚀能力 ,改善飞机的维修性能和提高飞机的使用寿命 ,本文根据镀层厚度与螺纹配合间隙的关系 ,结合国内外相应标准的规定 ,在保证螺纹连接强度的情况下 ,对如何合理选择镀层厚度和螺纹配合间隙来提高抗腐蚀能力的问题做了论述     

用测量法调节某型涡轮的轮背间隙

Cooling Turbine 204050是波音737飞机采用的一种涡轮冷却器,其传统的调节轮背间隙的方法操作繁琐、效率低下。本文介绍了一种测量法来调节204050的轮背间隙,该方法具有可靠性高、操作方便、效率高等优点。     

Effect of protrusion amount on gas ingestion of radial rim seal

In this paper, the effect of different amount of protrusion on various parameters in rotor–stator system was experimentally studied by measuring CO₂ concentration and pressure, in order to obtain the optimal protrusion amount. The parameters of different dimensionless sealing flow were measured under the condition that the annulus Reynolds number was 4.39 × 10⁵ and the rotating Reynolds number was 1.05 × 10⁶. The results show that the change of the amount of protrusions has little effect on the static pressure in the cavity, and the static pressure change near the sealing ring is almost negligible. But the total pressure and sealing efficiency increase first and then decrease with the increase of the amount of protrusion. The variation of power consumption is the same. A complex vortex structure will appear at the high radius region when the protrusion is installed. On the other hand, the protrusion can effectively reduce the minimum sealing flow of the rotor–stator cavity. Furthermore, considering the sealing efficiency and power consumption, the best range of the protrusion amount is about 36. The ratio near this range can optimally balance the alleviation of the gas ingestion and the reduction of the power consumption.     

Application of improved active disturbance rejection control algorithm in tilt quad rotor

The Tilt Quad Rotor (TQR) has complex dynamics characteristics, especially in conversion mode. It is difficult to build the dynamic model of the TQR and the environmental factors have a great influence on it. To solve the problem of control in conversion mode of TQR, this paper carries out the design of the controller based on improved Active Disturbance Rejection Control (ADRC). According to the characteristics of flight in conversion mode, Tracking Differentiator (TD) with explicit model is used to solve the problem of multiple integrals when the system is high-order system. Extended State Observer (ESO) with Radial Basis Function (RBF) neural network is used to estimate and compensate for internal and external uncertainties, and the adaptive sliding mode control in Nonlinear State Error Feedback (NLSEF) is used to improve the response speed of the controller and reduce the parameters which should be tuned. Through the flight control simulation of the TQR, the validity and rationality of the control system are verified.     

基于降维算法和等效杆长的可展结构精度分析

考虑铰链间隙和杆件尺寸误差的不确定性并通过概率统计方法对其进行研究,提出了一种基于单变量降维算法(UDRM)和等效杆长模型的可展结构精度分析方法。利用UDRM将可展结构的精度性能函数解耦为多个杆件尺寸误差的独立作用形式,建立精度分析模型。引入等效杆长模型,等效杆件替代原杆件进行精度计算。将铰链间隙与原始杆件尺寸误差合并到等效杆件的尺寸误差中,同时证明了等效杆长尺寸误差近似服从正态分布。以某卫星可展开天线为算例,结合高斯求积公式求解展开状态下精度指标的分布期望和方差。通过与蒙特卡罗模拟(MCS)和一次二阶矩(FOSM)法计算结果的对比验证了本文精度分析方法的正确性和高效性。