LF算法中蚁群移动策略的研究

采用FM、误分类错误率和运行时间作为衡量改进的LF算法的评价指标,对算法中蚁群的不同移动策略进行研究.这些移动策略包括完全随机移动、局部记忆指导下的直接跳转、局部记忆指导下的定向随机靠近、全局记忆指导下的直接跳转、全局记忆指导下定向随机靠近和局部记忆与全局记忆共同指导下的定向随机靠近6种移动策略.针对每种策略,固定算法的其他运行参数,在UCI数据集的Iris数据和Wine数据上运行的结果表明,全局记忆指导下的定向随机靠近策略运行效果最好,而且收敛速度快,并能有效避免局部最优化的问题.     

基于可用度确定MSI维修间隔期的研究

可用度综合反映了系统可靠性和维修性水平,本文按最大可用度的原则确定民用飞机系统重要维修项的维修间隔期,并进一步讨论了该方法的适用范围,提供了可用于工程实践的方法。     

Adaptive path planning for unmanned aerial vehicles based on bi-level programming and variable planning time interval

This paper presents an adaptive path planner for unmanned aerial vehicles (UAVs) to adapt a real-time path search procedure to variations and fluctuations of UAVs’ relevant performances, with respect to sensory capability, maneuverability, and flight velocity limit. On the basis of a novel adaptability-involved problem statement, bi-level programming (BLP) and variable planning step techniques are introduced to model the necessary path planning components and then an adaptive path planner is developed for the purpose of adaptation and optimization. Additionally, both probabilistic-risk-based obstacle avoidance and performance limits are described as path search constraints to guarantee path safety and navigability. A discrete-search-based path planning solution, embedded with four optimization strategies, is especially designed for the planner to efficiently generate optimal flight paths in complex operational spaces, within which different surface-to-air missiles (SAMs) are deployed. Simulation results in challenging and stochastic scenarios firstly demonstrate the effectiveness and efficiency of the proposed planner, and then verify its great adaptability and relative stability when planning optimal paths for a UAV with changing or fluctuating performances.     

基于时频分析的裂纹转子碰摩故障特征研究

为研究转子系统耦合故障特性,采用有限元方法建立了含有横向裂纹、转静碰摩的非线性转子动力学模型。首先研究了不同转速下裂纹、碰摩单一故障下转子系统的振动响应,其次研究了两种故障耦合情况下系统的振动响应特征。采用波形图、FFT谱图、瞬时频率和Hilbert-Huang时频谱(HHS)相结合的方法对故障转子振动信号进行了分析。分析结果表明:运用多种时频分析相结合的方法可以较为全面地了解转子的故障特征,裂纹转子在1/5、1/3临界转速时会发生较为明显的5X、3X谐波,且裂纹的产生会导致响应幅值增大,从而引起更为严重的碰摩。     

基于混沌序列加权抽样和排序变换的图像置乱

为增强网络中传输的数字图像信息的安全性,对一类典型的基于混沌排序图像置乱算法——Ye算法进行了研究,给出应用间隔抽样混沌序列置乱图像可以提高混沌排序置乱算法置乱度这一性质,并依据近似熵理论给出其提升的依据.为增加图像置乱算法的密钥空间,结合Shannon加权保密思想,设计了基于加权抽样混沌序列排序图像置乱算法.结果表明,该方法密钥空间大,置乱强度高,抗重构攻击.     

综合化航电智能电源控制软件设计与实现

综合化航空电子系统已经成为高度复杂的实时系统,新一代航电系统的发展对电源模块的设计提出了新的要求：大电流供电、余度供电、故障隔离等。传统的电源模块已经不能适应这些需求,因此,需要设计具有电源控制及管理功能的智能电源及其控制软件。通过对一种智能控制电源软件设计及其控制策略的分析,详细描述了智能电源在新航电系统中的功能及应用,为智能电源在不同场合下的应用提供了探索。     

在轨服务的相对运动耦合动力学建模与分析

研究在轨服务航天器逼近与捕获目标航天器的相对轨道姿态耦合动力学建模问题。考虑航天器姿态与对接位置的运动耦合,建立目标运行在任意轨道下的相对轨道姿态耦合动力学模型,并对模型中的运动耦合进行深入分析。设计一种非线性的输出反馈姿态控制律,将建立耦合动力学模型与CW方程进行仿真比较,验证轨道与姿态的运动耦合对两航天器对接点之间相对位置的运动影响。     

Dynamic orbit propagation in a gravitational field of an inhomogeneous attractive body using the Lagrange coefficients

The analytical methods have nearly been replaced by the numerical methods due to their higher accuracy and accessibility of computation facilities. The semi-analytical Lagrange method of orbit propagation using f and g series is a competitive alternative to the numerical integration technique if the Lagrange coefficients are derived in a full gravitational field. In this paper, a generalization of the Lagrange method of orbit propagation is introduced. In other words, we introduce a complete form of the Lagrange coefficients in all force fields developed in the spherical harmonics for example full gravitational field of the Earth. The method is numerically compared with the numerical integration technique. In order to show the numerical performance of the method, it has been implemented for orbit propagation of a GPS-like MEO and CHAMP-like LEO satellites. Discrepancy at centimeter level for CHAMP-like and sub-millimeter accuracy for GPS-like satellites shows relatively high performance of the developed algorithm. Compared to integration method, the proposed Lagrange method is nearly faster by a factor two for small Nmax and four for large Nmax.     

火星探测器进入阶段稳定性分析

文章针对＂火星探路者＂,对火星探测器在进入火星大气减速过程中的运动稳定性问题进行了研究,分析了质心位置、进入条件、大气参数等因素对火星探测器运动稳定性的影响。分析结果表明,在马赫数大于1.2时,探测器处于一个比较稳定的状态。     

航空装备备件需求量的概率区间计算方法

科学合理地解决备件配置问题一直为人们所瞩目,备件配置数量的多少不仅影响装备的维修甚至影响装备的战备完好率。计算备件需求量的传统模型是概率模型,然而概率模型中的分布参数往往有一定程度的不确定性。本文对概率模型中含有有界不确定参数的备件需求量计算问题进行研究,根据航空装备备件的分类,分别提出了寿命服从指数分布、正态分布和威布尔分布部件的备件需求量的概率区间确定方法。所提出的方法较好地解决了分布参数有界不确定时航空装备备件的配置问题并能够充分保证备件的保障率,进而提高航空综合保障水平。最后,通过数值算例说明了该方法的有效性和实用性。