红外灯阵热流分布仿真优化研究

利用蒙特卡洛法计算了红外单灯热流分布,并据此建立了数据库,综合考虑红外灯直射热流、挡板反射率以及间隙漏光量等影响因素,得到红外灯阵热流分布.将红外灯空间坐标作为待优化参数,利用遗传算法对灯阵热流分布进行优化计算.文章对某型卫星真空热试验用红外灯阵进行了优化计算,根据优化结果对实际灯阵进行安装并测试热流均匀性,得到的实际...     

提高无人机飞控系统数据采集准确度的算法准则

综述了无人机飞行控制系统各种参数采集、融合准确度对飞控系统稳定性的影响,提出了提高飞行控制系统各种参数采集、融合准确度的算法基本准则。     

一类多变量MRAC算法的研究

本文应用超稳定性理论证明了由Sobel和Bar—kana等提出的多变量模型参考自适应算法。直接得到了自适应控制信号u_p并且推出了一种δ——校正算法。     

大弯角串列叶型优化设计与数值分析

以50°弯角多圆弧单列叶栅和串列叶栅为研究对象,应用数值模拟手段对所设计的两类叶栅进行数值分析,获取了其不同来流马赫数条件下的性能和流动细节。应用NSGAⅡ遗传算法结合BP神经网络技术,对串列叶栅的五个关键几何参数进行优化设计,验证了优化方法的可行性。研究结果表明:在全攻角范围内,串列叶栅的静压比都高于单列叶栅,负攻角范围内,串列叶栅损失低于单列叶栅;经过优化,串列叶栅在大负攻角下的性能略有降低,同时改善了正攻角性能,在4°攻角、0.8马赫数时静压比提升4.3%,总压损失系数降低42%;优化后串列叶栅在全工况范围内性能都要优于单列叶栅,并且串列叶栅最大压比点和最小损失点攻角均向右漂移2°。     

区间不确定性下的空中作战行动过程优选方法

针对空中作战行动过程（COA）设计问题,根据动态影响网（DINs）理论和改进快速非支配排序遗传（NSGA-Ⅱ）算法,提出一种基于DINs和区间多目标优化的空中作战过程优选方法。首先,分析空中作战过程基本概念,分别进行静态和动态建模,并对参数不确定性进行分析。然后,基于改进Kendall协和系数检验法确定一致性检验后的关键参数,设计DINs概率传播算法。随后,分析期望效果实现概率与各关键参数的相关关系,在分析行动过程优选效果评价指标基础上,采用改进NSGA-Ⅱ算法对模型进行求解。最后,通过多组仿真案例,验证了模型的合理性,以及算法的有效性和优越性。     

Orbit Design for Responsive Space Using Multiple-objective Evolutionary Computation

Responsive orbits have exhibited advantages in emergencies for their excellent responsiveness and coverage to targets. Generally, there are several conflicting metrics to trade in the orbit design for responsive space. A special multiple-objective genetic algorithm, namely the Nondominated Sorting Genetic Algorithm Ⅱ (NSGAⅡ), is used to design responsive orbits. This algorithm has considered the conflicting metrics of orbits to achieve the optimal solution, including the orbital elements and launch programs of responsive vehicles. Low-Earth fast access orbits and low-Earth repeat coverage orbits, two subtypes of responsive orbits, can be designed using NSGAⅡ under given metric tradeoffs, number of vehicles, and launch mode. By selecting the optimal solution from the obtained Pareto fronts, a designer can process the metric tradeoffs conveniently in orbit design. Recurring to the flexibility of the algorithm, the NSGAⅡ promotes the responsive orbit design further.      

基于低轨预警卫星测量数据的弹道重构与选星算法研究

在低轨天基预警卫星(STSS)24星构型配置条件下,对弹道导弹ICBM全程飞行过程中可见预警卫星数多于2颗,用最小二乘几何弹道一次定位及扩展卡尔曼滤波(EKF)算法,提出了基于观测噪声估计方差最小的可见星最优选星原则。仿真结果表明:与不进行选星方式相比,用该选星原则进行弹道导弹弹道重构计算可满足在最小限度占用监视预警卫星资源条件下,获得更高的弹道重构精度。     

基于遗传算法的多部测速雷达布站优化研究

通过部署于不同地点的多部无源多普勒测速雷达,可以对有辐射信号源的机动飞行目标进行跟踪测量,并且可以对目标位置和速度信息进行最佳估计。本文探讨了遗传算法在测速雷达布站优化中的使用方法,分析了误差传播矩阵,建立了简易目标函数,利用遗传算法对信标体制下的多普勒测速单站的布站几何进行了优化。     

Structural design and optimization for vent holes of an industrial turbine sealing disk

Severe stress concentration occurs around circular vent holes of an industrial turbine sealing disk. This paper investigates the structural design and optimization for the vent holes to effectively reduce the maximum von Mises stress and improve the fatigue life of the turbine sealing disk. An efficient integrated design optimization method is presented based on a novel non-circular vent hole design method in combination with a variable dimension sub-model method, a self-developed modeling and meshing tool, and the Multi-Island Genetic Algorithm. The proposed non-circular vent hole is biaxial symmetric and consists of four smoothly connected arcs. The variable dimension sub-model method is utilized to obtain accurate results in the fields around the vent holes within the computationally acceptable time. The modeling and meshing tool is developed by using the Tcl/Tk Scripts to rebuild the geometry and generate the high-quality hexahedral mesh automatically. The Multi-Island Genetic Algorithm is adopted to solve the studied constrained optimization problem. After optimization, the maximum von Mises stress is reduced from 1305.644 MPa to 963.435 MPa, and the fatigue life is increased from 3091 cycles to 30,297 cycles. The results show that the proposed design and optimization methods can significantly improve the performance of the turbine sealing disk along with the remarkable drop in stress concentration.     

一种新的生成最佳二进序列偶的算法

最佳二进序列偶是新近提出的一类具有良好相关特性的伪随机信号。通过对其性质的研究,利用移位序 列的思想提出了一种快速生成最佳二进序列偶的算法,该算法借助原序列的列向量和移位序列,可以快速生成任何长度 为4的倍数的最佳二进序列偶,比以往的生成方法简单易行且易于理解。