基于粒子群神经网络的轮盘优化

将粒子群算法(PSO)和BP神经网络相结合, 构建了一种新型智能结构优化算法.PSO方法除用于结构优化外, 还被用于BP神经网络的构造及网络训练, 使之可自适应调整优化.结构优化中, 以BP神经网络取代有限元方法, 通过设计变量来映射目标函数和约束, 从而大大提高了计算速度.将此方法用于轮盘结构优化, 使得轮盘体积减少了17.5%, 结果通过检验.该方法便捷、高效, 为解决工程结构优化问题提供了一个新途径.      

采用序列概率比方法检测航空发动机传感器软故障

提出基于卡尔曼滤波和序列概率比方法进行某型涡扇发动机控制系统传感器软故障检测新方法.研究了采用修正的序列概率比方法处理滤波残差,检测传感器软故障;并将该方法与残差加权二乘算法WSSR(Weighted Sum of Squared Residual)检测传感器软故障过程进行了对比.仿真结果表明,序列概率比方法较WSSR法所需决策时间短,适合于航空发动机传感器软故障检测.      

航空发动机涡轮前温度场数据分析方法

在航空发动机整机测试条件下,温度场测试具有局限性。介绍了1种发动机涡轮前温度场测试数据的统计分析方法,该统计方法较为有效;引入模糊原理,对统计量进行了概率分析,使得统计量评估更加完善。     

机内测试虚警分析和控制

现代飞行器广泛采用机内测试(Built-intest,BIT)技术,以便对其内部故障进行自动检测、诊断和隔离,但是常规BIT面临诊断能力不足和诊断模糊性等问题,导致BIT虚警率高,难以有效发挥其应有的作用.本文论述了BIT虚警的基本理论、虚警的危害及现状,并从BIT虚警产生的原因分析入手,提出了解决虚警问题的一些方法和措施.     

机载天线间耦合度分析计算

在电磁兼容领域的研究中,时于两副天线所组成的系统的电磁兼容性,用耦合度来描述它们之间的相互作用是非常准确有效的方法.该耦合度由系统中发射天线增益、接收天线增益、天线极化匹配系数、屏蔽系数、发射与接收天线间最短距离等因素决定.仿真计算给出了飞机上不同部位两天线间的耦合系数.     

子阵级应用延迟线对相控阵天线带宽改善的分析

采用频率无关移相器的相控阵天线的波束指向会随频率发生变化.实时延迟线是提高宽带相控阵天线指向精度的重要方法.分析了平面相控阵天线波束指向随频率改变而产生漂移的现象,理论分析和仿真结果均表明,当频率改变时,平面相控阵天线的波束指向仅在俯仰角面发生漂移,而在方位角的指向不变.详细讨论采用子阵分割技术,并在子阵级别用实时延迟线,单元内采用移相器的混合波束控制技术.结果表明,这种方法可以有效扩展相控阵天线的带宽.     

Two-Way-Coupling Method for Rapid Aerothermoelastic Analyses of Hypersonic Wings

Several types of coupling methods for resolving aerothermoelastic problems associated with hypersonic wings are summarized,and the appropriate coupling methods for engineering calculations are selected.Then,the calculation and analysis methods for the subdisciplines in this field are introduced,and the time step issue is discussed.A two-way-coupling rapid static aerothermoelastic method for analyzing hypersonic wings is proposed.This method considers thermal effects and is used to conduct an aerothermoelastic response analysis for a hypersonic wing.In addition,the aerodynamic force,heat flux,structural deformation and temperature field are obtained.The following three conclusions are drawn.First,the heating effect has a significant impact on the static aeroelastic response of hypersonic wings;therefore,thermal protection shields are essential.Second,the application of thermal protection shields reduces the differences in the calculation results between the one-and two-way-coupling methods.Third,hypersonic wings exhibit large thermal deformation under high-temperature environments,and in certain cases,the thermal deformation is even larger than the deformation caused by aerodynamic force.     

Modeling and Optimal Design of Planar Linkage Mechanism of Coupled Joint Clearances for Manufacturing

The uncertainty of the mechanism motion error is mostly caused by the manufacturing process,so the motion error cannot be effectively predicted at the design phase.The problems of manufacturing complexity and the relationship between design and manufacturing are analyzed,and the influence of dimensional tolerance and fit tolerance on the motion accuracy of the system is considered in the design process.Then based on the Monte Carlo simulation,an optimal design model of planar linkage mechanism is set up.A typical offset slider-crank mechanism is used as an illustrative example to carry out the optimal design.Compared with the result of typical robustness design,the similar variation characteristics of the mean value and the standard deviation can be found,so the proposed method is effective.The method is furthermore applied in the optimization of the schemes with different fit tolerances and the prediction of motion errors in the design phase is achieved.A set of quantitative evaluation system for mechanism optimal design is provided.Finally,a basic strategy is presented to balance the motion precision and manufacturing cost.     

航天器视场遮挡分析方法研究

敏感器视场遮挡分析是航天器构型布局设计的重要组成部分,针对大型在轨变构型航天器敏感器视场遮挡分析工作量大、出错率高、遮挡率无法量化等特点,本文提出一种基于敏感器第一视角的视场遮挡快速分析方法。该方法通过设置第一视角图像蒙版及图像映射,模拟方锥形、圆锥形、球形等各类敏感器视场,通过逐个像素比对,计算视场遮挡率和遮挡方位。使用此方法建立了空间站敏感器视场遮挡分析系统,结果表明新方法能够显著提高视场遮挡分析效率和准确率,并且为机构类部件运动过程对敏感器视场遮挡的分析提供了有效工具。     

小半径弯管弯胀复合成形研究

为解决小半径弯管内侧起皱、外侧减薄的成形缺陷,提出了一种弯胀复合成形的方法。通过几何关系解析了初始弯曲半径和初始管坯直径与最终管径和最终弯曲半径之间的关系,确定了初始弯曲半径的取值范围。采用有限元与实验相结合的方式研究了不同初始弯曲半径对零件壁厚分布的影响,分析了胀形过程中零件弯曲处及直壁处的变形规律。最终发现:初始弯曲半径越大,零件的最终减薄越小,胀形过程中弯曲处内外侧发生均匀减薄,直壁处内侧减薄明显大于外侧减薄。