基于DBN的不均衡样本驱动民航发动机故障诊断

在结合深度置信网络(DBN)、采样与集成技术的基础上,提出了基于不均衡样本驱动的民航发动机故障诊断模型。该模型通过分析民航发动机历史飞行数据,利用DBN提取性能参数中的内部特征,利用采样技术将不均衡样本均衡化,采用集成技术进行故障分类。将该模型应用到CFM56-7B系列发动机历史飞行数据,实验结果表明:与常用故障诊断方法相比,该模型的准确率高达0.996,AUC值高达0.948,可以有效处理民航发动机样本高维、不均衡问题。      

北斗／罗兰-C组合定位技术

“北斗一号”是我国的卫星导航系统,其有源定位模式使其很难得到广泛应用。为此,提出了一种北斗／罗兰-C组合定位方案以实现无源定位。该方案利用“北斗一号”两颗卫星和地面罗兰-C台站获得的距离差信息实现双曲线相交定位。仿真结果表明,该方案的精度可以满足一般定位要求,具有较强的实用性。     

高精度秒脉冲信号的产生

通过介绍高精度秒脉冲信号的实现原理以及实现中的关键技术,分析了如何减小由码跟踪环路测量误差导致的秒脉冲信号随机抖动误差,提出了减小由直接数字频率合成器导致的秒脉冲信号系统钟模糊误差的实现方法。最后给出了在＂北斗＂一号卫星标校机工程应用中的实际性能,统计精度（1倍标准差）为1.7ns,保证了标校设备能高精度地服务于BD-1导航定位系统。     

嫦娥一号卫星撞月时刻与坐标精确分析

针对CE-1卫星精确的撞月时刻与撞月点坐标,首先通过探测器载波信号的本地相关处理技术,精确分析了载波信号在VLBI各测站的消失时刻,进而推算了卫星的撞月时刻;通过实时单向多普勒频移测量的事后分析,核实了卫星撞月过程中的飞行姿态演化;最后结合VLBI互相关时延与测距资料,经定位归算确定撞月点坐标。分析表明,CE-1卫星撞月时刻的误差为±5μs,撞月点坐标月面切向和三维定位误差分别约为0.274km和0.319km(1σ)。     

基于SVM和"嫦娥一号"数据的月球表面亮温分布

月球表面的微波辐射亮度温度分布与月表物质的物理化学和地理分布特性密切相关.为了分析月球表面微波辐射亮温的分布特点,利用支持向量机(SVM)方法对嫦娥一号(CE-1)绕月卫星搭载的微波辐射计获得的2C级亮温数据建立回归分析模型,并利用粒子群算法优化SVM回归模型,建立了月球表面不同地理位置的4个频率通道(3GHz,7.8GHz,19.35GHz,37GHz)的微波辐射亮温与时间的关系,获得了这4个频率的微波辐射亮温在月表很窄时间段的全球分布,因而显示出了更多的细节特征.最后对这些特征进行了描述并对影响月球表面亮温的因素进行了讨论.     

天宫一号目标飞行器电源分系统设计

介绍了天宫一号（TG1）目标飞行器电源分系统的组成和主要技术指标。分析了国内在低轨飞行器上采用100V高压母线、大批量使用国产氢镍电池、三结砷化镓太阳电池片和半刚性基板等关键技术。回顾了电源分系统研制过程中高电压元器件体系建立、半刚性帆板力学及空间环境设计与验证、氢镍电池在轨寿命和可靠性研究,以及高压电源系统可靠性及安...     

近距空间链路协议概述

近距链路是小范围、双向、固定或移动的无线通信链路,一般应用于无人探测器、着陆器、行星探测器及静止轨道舱之间的相互通信。文章介绍了近距空间链路协议的原理及特性,讨论了近距链路协议的层结构和传输单元（PLTU）的构成,分析了Proximity-1（近距空间链路协议）的业务类型,并对近距链路协议的应用进行了展望。     

可调高压导叶对1＋1/2对转涡轮性能影响的数值研究

对1＋1/2对转涡轮高压导叶转动不同角度后不同落压比时的涡轮性能进行了数值计算和分析,获得了不同导叶开度和不同落压比对涡轮性能影响的关系曲线.结果表明,高压导叶转角的变化可以有效地调节1＋1/2对转涡轮的流量;当导叶打开时,随着落压比的变化涡轮效率存在一个峰值,当导叶关闭时,涡轮效率随落压比的减小持续降低,并且降低的幅...     

Mapping lunar surface chemistry: New prospects with the Chandrayaan-2 Large Area Soft X-ray Spectrometer (CLASS)

Surface chemistry of airless bodies in the solar system can be derived from remote X-ray spectral measurements from an orbiting spacecraft. X-rays from planetary surfaces are excited primarily by solar X-rays. Several experiments in the past have used this technique of X-ray fluorescence for deriving abundances of the major rock forming elements. The Chandrayaan-2 orbiter carries an X-ray fluorescence experiment named CLASS that is designed based on results from its predecessor C1XS flown on Chandrayaan-1. We discuss the new aspects of lunar science that can be potentially achieved with CLASS.     

Computational engineering analysis of external geometrical modifications on MQ-1 unmanned combat aerial vehicle

This paper focuses on the effects of external geometrical modifications on the aerodynamic characteristics of the MQ-1 predator Unmanned Combat Aerial Vehicle (UCAV) using computational fluid dynamics. The investigations are performed for 16 flight conditions at an altitude of 7.6 km and at a constant speed of 56.32 m/s. Two models are analysed, namely the baseline model and the model with external geometrical modifications installed on it. Both the models are investigated for various angles of attack from −4° to 16°, angles of bank from 0° to 6° and angles of yaw from 0° to 4°. Due to the unavailability of any experimental (wind tunnel or flight test) data for this UCAV in the literature, a thorough verification of calculations process is presented to demonstrate confidence level in the numerical simulations. The analysis quantifies the loss of lift and increase in drag for the modified version of the MQ-1 predator UCAV along with the identification of stall conditions. Local improvement (in drag) of up to 96% has been obtained by relocating external modifications, whereas global drag force reduction of roughly 0.5% is observed. The effects of external geometrical modifications on the control surfaces indicate the blanking phenomenon and reduction in forces on the control surfaces that can reduce the aerodynamic performance of the UCAV.