Experiment for mapping land cover and it’s change in southeastern Sri Lanka utilizing 250 m resolution MODIS imageries

Utilizing freely available MODIS NDVI and Natural color imageries of 250 m spatial resolution produced by NASA, an experiment was made to map land-cover and its change with an emphasis on vegetation cover in southeastern Sri Lanka, which plays a vital role for control of green house gas. For the change detection purpose, 1987 land cover map made by present authors from Landsat MSS image and extensive ground truth survey data was used as the base map. The result of the experiment shows that MODIS data are useful to make a land cover map of 250 m spatial resolution for tropical areas with high cloud coverage like Sri Lanka. It was found that the forest cover decrease amounted as large as 21% in 19 years time span in southeastern Sri Lanka, the prominent forest region of the country. On the other hand homestead/vegetation and mixed vegetation/scrub dominant categories increased by 13.7% and 7.1%, respectively. These changes are considered due to a large clearance of forest areas for agriculture and building houses to accommodate increasing inhabitants.     

面向飞行员疲劳状态监测的脑认知深度模型研究

通过分析飞行员脑电信号，构建了疲劳状态的彩色脑功率图，设计基于高斯牛顿在线变分方法的卷 积神经网络参数优化方法，形成一种新型脑功率图深度网络模型，有效实现脑功率图深度网络的模型分类识别 能力。相比于其它基于脑电信号的疲劳检测深度模型，疲劳状态认知的准确度提升了3%~5%。     

基于自组织拓扑映射图的发动机故障诊断研究

根据SOM自组织网络的高维数据矢量量化、快速聚类、信息融合和拓扑映射等特征,建立了发动机故障诊断可视拓扑映射图模型,给出了映射模式误差测度和拓扑误差测度,并通过拓扑映射图对发动机故障进行诊断,获得了很好的效果。同时,进一步通过建立的故障模式的测量参数灰度图,可以清晰地观察到故障模式矢量特征、测量参数相关性特征、参数变化趋势,并可进行更深层次故障机理分析。     

雷达视频地图的坐标变换

主要阐述了在雷达系统中所使用的雷达视频地图与地理点间的坐标变换问题。使用球极平面投影法,将地球上的点与线变换成平面上的点与线。     

雷达数据显示终端的系统模型与实现

介绍了空中交通管制系统的组成和工作原理,对空中交通管制系统中雷达数据显示终端软件的功能进行了分析,并在此基础上给出了雷达数据显示终端软件的体系结构,最后详细说明了雷达数据显示终端软件各个模块的组成和功能。     

中国及邻近地区地磁场垂直梯度的计算与研究

根据地磁场的球谐模型,推导出地磁场各个分量垂直梯度的球谐表达式.计算出中国及邻近地区高度为0km,50km和100km处的地磁场及其垂直梯度的网点值,编绘出地磁总强度、垂直强度、水平强度和磁偏角的垂直梯度等值线图.研究了地磁场垂直梯度在地面上以及随高度的变化规律.     

无人机地面控制站系统的应用研究

研究了一套功能完善的无人机地面控制站系统,由地面飞控站和地面导航站两部分组成。地面飞控站通过无线电链路直接与无人机自动驾驶仪进行通信;地面导航站是地面控制站的一个航迹系统,运用以太网实现它与地面飞控站之间的通信。     

大小叶片压气机级的计算与实验校验

为了考察用于压气机设计的三维计算软件的准确性,对一个低速大尺寸的单级大小叶片轴流压气机进行了计算与流动测量,基于可压缩流动,并在流动细节的层次上全面地考察了计算程序的准确性。结果表明:所用的计算程序对压气机设计点的计算较为准确,流量和压比的准确度可达1%,但对失速裕度的预估能力不足。计算程序对于内部流动细节,尤其是二次流动的模拟不够好,当压气机工作于非设计工况时,这些流动细节计算的不准确会导致整体性能上较大的偏差。     

Aero-engine fault diagnosis applying new fast support vector algorithm

A new fast learning algorithm was presented to solve the large-scale support vector machine ( SVM ) training problem of aero-engine fault diagnosis.The relative boundary vectors ( RBVs ) instead of all the original training samples were used for the training of the binary SVM fault classifiers.This pruning strategy decreased the number of final training sample significantly and can keep classification accuracy almost invariable.Accordingly , the training time was shortened to 1 / 20compared with basic SVM classifier.Meanwhile , owing to the reduction of support vector number , the classification time was also reduced.When sample aliasing existed , the aliasing sample points which were not of the same class were eliminated before the relative boundary vectors were computed.Besides , the samples near the relative boundary vectors were selected for SVM training in order to prevent the loss of some key sample points resulted from aliasing.This can improve classification accuracy effectively.A simulation example to classify 5classes of combination fault of aero-engine gas path components was finished and the total fault classification accuracy reached 96.1%.Simulation results show that this fast learning algorithm is effective , reliable and easy to be implemented for engineering application.     

一种适合于旋翼前飞非定常流场计算的新型运动嵌套网格方法

针对旋翼流场计算中关键的运动嵌套网格技术,提出了一个新的网格单元关系快速判断方法。该方法通过计算特殊网格点在背景网格上的位置来建立桨叶网格在背景网格中所占据范围的关系,并用于嵌套网格洞单元的识别,又进一步将该方法推广用于Inverse Map的建立,在此基础上,建立了一套用于前飞流场计算的运动嵌套方法。通过多种前飞旋翼测试算例,分别评估了背景网格、桨叶网格尺寸改变对计算时间的影响,同时验证了该方法的可靠性,结果表明构建网格嵌套关系所用时间随桨叶网格和背景网格尺寸的变化幅度较小,且具有良好的鲁棒性,能够满足旋翼前飞状态计算的需要。最后,在基于前飞非定常N-S/Euler流场求解器中,采用该方法模拟了UH-60A和7A旋翼悬停/前飞状态的气动特性,通过计算时间的对比体现出该方法的高效性,并且流场计算结果与试验数据对比表明该方法可以有效地用于旋翼前飞非定常流场的计算。