基于隶属度和LMK-ELM的航空电子部件诊断方法

为提高航空电子部件模块级故障诊断精度，提出一种新的面向"软聚类"的局部多核学习（LMKL）-超限学习机（ELM）离线诊断方法。通过引入模糊C均值聚类对样本空间进行模糊划分，挖掘聚类内部多样性的同时，实现了对过学习的抑制；将模糊划分产生的隶属度信息融入LMKL-ELM的优化过程，运用基于初始-对偶混合优化问题的三步优化策略克服了局部核权重二次非凸的问题，在l₁-范数与l₂-范数约束下分别给出了相应的更新方法。将所提方法应用于某型机前端接收机，结果表明：与4种流行的多核诊断方法相比，该方法可有效避免漏警、抑制虚警，在l₁-范数和l₂-范数约束下，其诊断精度比其他方法的平均值分别提升了4.09%和5.13%。     

Impact of one satellite outage on ARAIM depleted constellation configurations

Advanced Receiver Autonomous Integrity Monitoring(ARAIM) is a new technology that will provide worldwide coverage of vertical guidance in aviation navigation. The ARAIM performance and improvement under depleted constellations is a practical problem that needs to be faced and researched further. It is a shortcut that improves the availability in position domain whose key idea is to replace the conventional least squares process with a non-least-squares estimator to lower the integrity risk in exchange for a slight increase in nominal position error. The contributions given in this paper include two parts: First, the impacts of one satellite outage on different constellations are analyzed and compared. The conclusion is that GPS is more sensitive and vulnerable to one satellite outage. Second, a constellation weighted ARAIM(CW-ARAIM)position estimator is proposed. The position solution is replaced by a constellation weighted average solution to eliminate the constellation difference. The new solution will move close to the constellation solutions with respect to the accuracy requirement. The simulation results under baseline GPS and Galileo dual-constellation show that the one GPS satellite outage will knock the availability from 91% to only 50%. The performance remains stable with one Galileo satellite outage. With the assistance of the CW-ARAIM method, the availability can increase from 50% to more than80% under depleted GPS configurations. Even without any satellite outage, the proposed method can effectively improve the availability from 91.29% to 98.75%. The test results under optimistic constellations further verify that a balanced constellation is more important than more satellites on orbit and the superiority of CW-ARAIM method is still effective.     

复合舵机本体精密加工技术

复合舵机是控制系统中重要的执行部件，在航空航天等领域有着广泛的应用。针对行业内复合舵机本体工艺流程冗长、数控化程度低、生产效率低等问题，开展了本体新工艺的研制。在分析复合舵机本体结构特点和加工难点的基础上，采用了数控加工与精密研磨相结合的加工方法，设计了加工工艺流程和专用装夹工装，配置了本体活塞孔精密研磨所需研磨膏，通过试验验证了工艺流程的可行性。工艺验证结果表明，本体活塞孔圆柱度不大于0.002mm，表面粗糙度在Ra0.05μm以下，在内窥镜下观察无可见划痕。自配研磨膏在研磨加工中使用效果显著，所设计工艺流程合理可行。     

基于负载变化的超声振子电学性能试验研究

针对超声波加工中振幅衰减和振幅不稳定现象,通过超声振子的静态加载试验,分析了轴向与径向加工负载力对超声振子电学特性的影响规律,以及超声振子电学参数的变化对超声振幅的影响机制。结果表明,超声振子的电学参数在径向负载力与轴向负载力的影响下有相似的变化趋势,即超声振子谐振频率与动态电阻随着负载力的增加而单向增大,动态电感与动态电容有相反的变化趋势,二者的综合效果使谐振频率随着负载力的增加而增大,静态电容在一定范围内波动,当超声振子所受的负载力增大到一定值时,超声振子的低频谐振点会消失。依据理论分析与试验研究结果,提出了改善振幅衰减和振幅不稳定现象的措施。     

浅谈新形势下计量工作的标准化管理

针对当前国内计量检定工作的发展现状进行分析，深入剖析标准化工作开展中存在的不足，结合所查阅的相关优秀案例和未来市场的发展动向，制定出更具针对性的改善建议。     

Assessing ecohydrological factors variations and their relationships at different spatio-temporal scales in semiarid area,northwestern China

As a typical semiarid farming-pastoral ecotone sensitive to the environmennt, the Plain of West Liaohe Basin (WLBP) is currently experiencing drastic environmental changes. To identify how environmental change affect vegetation in the WLBP, we analysed spatiotemporal variation characteristics of Ecological environment factors based on monthly and annual air temperature (T), precipitation (P) and Normalized Difference Vegetation Index (NDVI) from 1982 to 2015. And the correlations between them were investigated by correlation analysis (Simple correlation, partial correlation and complex correlation) at temporal and spatial scale. The results showed that: (1) the vegetation growth of the WLBP showed ameliorated trend, with a change rate of 0.004/yr.; (2) P was more sensitive to NDVI than T; (3) and the influence of hydrothermal changes on vegetation growth was more significant than that of the change of single climate factors at time scales; (4) the effects of anthropogenic factors on vegetation change were 75.07% (1982–1993) and 98.08% (1994–2015), respectively. At the temp-special scales, P&T and land use type change (LUCC) were the main climatic and anthropogenic factors that affect vegetation changes, respectively.     

采用MSCMG群的卫星平台敏捷机动控制地面闭环试验验证

针对新型惯性执行机构磁悬浮控制力矩陀螺(Magnetically suspended control moment gyro, MSCMG),基于金字塔构型开展卫星平台敏捷机动控制地面闭环试验研究,以验证MSCMG的姿态控制性能。首先基于MSCMG搭建卫星平台控制地面试验系统,建立数学模型;接着针对气浮台外界扰动抑制及大角度敏捷机动控制问题,基于变参数滑模控制设计姿态控制算法,采用鲁棒伪逆方法进行MSCMG群框架角速度分配;并针对MSCMG的特性对框架角速度和角加速度进行了限幅,开展闭环控制试验研究。试验结果表明,采用MSCMG进行气浮台姿态稳定控制实验,可以实现姿态稳定度优于5×10~(-4)(°)/s,且在实现30°/15 s的机动指标时,MSCMG框架角速度具有良好的跟踪性能,且磁悬浮转子在输出大力矩时仍然保持稳定悬浮,具有较强的鲁棒性。通过地面闭环试验验证了MSCMG作为姿控执行机构的优异性能,为其未来进一步应用研究奠定基础。     

基于ZAM-GTFR和Hough Transform的LFM信号检测

对于诸如电子对抗、电子情报等领域，噪声环境下的未知参量信号检测是一个关键问题。本文提出了ZAM-GTFR结合霍夫变换对线性调频信号的一种新的检测方法。对于特定的复高斯白噪声环境下的线性调频信号，检测的过程等效于对ZAM-GTFR沿瞬时频率直线作积分，再用积分值与门限做比较。仿真结果证实了此检测方法的有效性。     

基于遗传算法的直升机总体优化设计

遗传算法是一种可以混合整型、离散型和连续型变量一起使用的新兴优化算法，在单或多目标带约束优化设计领域有广阔的应用空间。本文在算例中采用与先验法相结合的遗传算法，以总体参数为设计变量，飞行性能和结构要求为约束条件，换算生产率为目标函数，并使用罚函数法处理成无约束的适应度函数，建立优化设计模型。对本文算例计算结果进行分析，可以使遗传算法更好地应用到直升机优化设计领域。     

高校教师科研工作量考核方法研究

我国高等院校的教师都承担着教学和科研双重任务。由于高校教师从事的科研工作，在时间上是弹性的，科研任务的来源和类型是多样的，再加上科研成果的滞后性等特点，使教师科研工作量的考核成为高校考核工作中的一个难点。本文采用定性和定量相结合的方法建立了一套考核高校教师科研工作量的指标体系。经反复实践，提出了比较科学、简单、可操作性强的考核方法。经试用证明，它基本符合高校教师科研工作的特点，是一种行之有效的考核方法。