基于深度学习的日间逐小时地表PM2.5浓度反演

以长三角地区作为研究区域,提出了使用深度学习算法来实现主被动遥感数据结合反演地表PM2.5浓度的方法。基于MPL观测数据,使用雾霾层高度(HLH)替换了边界层高度(BLH)特征,对已有的基于气溶胶光学厚度(AOD)结合大气BLH来反演PM2.5浓度的算法进行了改进。为提高数据覆盖率,对研究区域内的MAIAC AOD进行了填补与评估。利用多种机器学习算法实现了日间逐小时的PM2.5浓度估算,模型验证相关性最高可达0.87。该方法能够为观测气候变化、应对大气污染提供有效帮助。     

缝纫/RFI层合板单钉连接性能试验研究

通过对不同铺层及不同缝纫角度的缝纫／RFI层合板的单钉单剪连接强度试验,了解到缝纫针脚位置对缝纫层合板机械连接性能有显著的影响。当针脚距离钉孔受挤压边缘较近时,缝纫层合板的挤压破坏强度低于普通的层合板,只有当针脚在钉孔挤压区外或距离钉孔受挤压边缘较远时,缝纫层合板才显示出好于普通层合板的机械连接性能。试验结果还表明铺层比对缝纫层合板的机械连接性能也有影响,其规律类似于普通层合板。     

高斯模糊下舰船图像的矩特征

针对舰船目标图像受到自身运动、环境和图像预处理的影响出现模糊,丢失轮廓信息,造成像素点阵模糊和矩特征变化的问题,在高斯模糊低阶矩特征分析的基础上,提出并证明了Hu矩、仿射不变矩特征在高斯模糊作用下的变化定理;通过2个仿真实验验证了定理的正确性;为了保证舰船目标的识别效率,提出了建立多尺度特征库的建议。     

ZnO/SBA-15无机热控涂层填料及涂层性能

开展高紫外-可见-近红外反射能力热控填料的制备,研制新型低吸收比(α_S)高发射率(ε_H)无机热控涂层。以自制SBA-15和ZnO前驱体为原料通过溶剂热浸渍和高温煅烧法制备ZnO/SBA-15填料,然后与硅酸钾(K_2SiO_3)制备无机热控涂层;采用SAXD、XRD、SEM、太阳反射光谱分析填料和涂层的性能。结果显示采用硝酸锌作为前驱体、m(ZnO)∶m(SBA-15)=3∶7、950℃下烧结3 h可以得到高紫外-可见-近红外反射能力的填料;ZnO/SBA-15/K_2SiO_3无机涂层的α_S为0.09,ε_H为0.91,涂层结合力等级为1级,经过100次-196～100℃热循环实验后,涂层无脱落和开裂现象。SBA-15改性ZnO可以获得具有高紫外反射率和低α_S的热控填料,ZnO/SBA-15填料制备的无机热控涂层同样具备高紫外反射率、低α_S和高ε_H,可以满足航天器高效散热的需求,应用前景良好。     

Satellite proximate interception vector guidance based on differential games

This paper studies the proximate satellite interception guidance strategies where both the interceptor and target can perform orbital maneuvers with magnitude limited thrusts. This problem is regarded as a pursuit-evasion game since satellites in both sides will try their best to capture or escape. In this game, the distance of these two players is small enough so that the highly nonlinear earth-centered gravitational dynamics can be reduced to the linear Clohessy-Wiltshire (CW) equations. The system is then simplified by introducing the zero effort miss variables. Saddle solution is formulated for the pursuit-evasion game and time-to-go is estimated similarly as that for the exo-atmospheric interception. Then a vector guidance is derived to ensure that the interception can be achieved in the optimal time. The proposed guidance law is validated by numerical simulations.     

径向进气系统设计探讨及实验研究

对于双轴压气机实验平台径向进气系统,为研究蜂窝器改善系统供气品质所发挥的作用,应用数值模拟对蜂窝器在进气道的布置位置进行研究,并应用五孔探针实验测量了含有蜂窝器的进气系统过渡段处的气动参数。模拟结果显示蜂窝器布置在弯头的前部及中部均能有效改善流动。实验测量结果显示气流偏航角小于2°,总压、静压及马赫数周向分布均匀,总压恢复系数大于98.3%。实验结果与模拟结果吻合较好,验证了数值研究方法的可信度和可靠性,同时也证明该进气系统的先进性。     

Space Weather Service for Chinese Space Science Satellites

Strategic Priority Research Program on Space Science has gained remarkable achievements. Space Environment Prediction Center (SEPC) affiliated with the National Space Science Center (NSSC) has been providing space weather services and helps secure space missions. Presently, SEPC is capable to offer a variety of space weather services covering many phases of space science missions including planning, design, launch, and orbital operation. The service packages consist of space weather forecasts, warnings, and effect analysis that can be utilized to avoid potential space weather hazard or reduce the damage caused by space storms, space radiation exposure for example. Extensive solar storms that occurred over Chinese Ghost Festival (CGF) in September 2017 led to a large enhancement of the solar energetic particle flux at 1 AU, which affected the near Earth radiation environment and brought great threat to orbiting satellites. Based on the space weather service by SEPC, satellite ground support groups collaborating with the space Tracking, Telemetering and Command system (TT&C) team were able to take immediate measures to react to the CGF solar storm event.      

Modeling and experimental validation of sawing based lander anchoring and sampling methods for asteroid exploration

This paper presents a novel lander anchoring system based on sawing method for asteroid exploration. The system is composed of three robotic arms, three cutting discs, and a control system. The discs mounted at the end of the arms are able to penetrate into the rock surface of asteroids. After the discs cut into the rock surface, the self-locking function of the arms provides forces to fix the lander on the surface. Modeling, trajectory planning, simulations, mechanism design, and prototype fabrication of the anchoring system are discussed, respectively. The performances of the system are tested on different kinds of rocks, at different sawing angles, locations, and speeds. Results show that the system can cut 15?mm deep into granite rock in 180?s at sawing angle of 60°, with the average power of 58.41?W, and the “weight on bit” (WOB) of 8.637?N. The 7.8?kg anchoring system is capable of providing omni-directional anchoring forces, at least 225?N normal and 157?N tangent to the surface of the rock. The system has the advantages of low-weight, low energy consumption and balance forces, high anchoring efficiency and reliability, and could enable the lander to move and sample or assist astronauts and robots in walking and sampling on asteroids.     

AZ31镁合金板热成形中的屈服和损伤:本构实现与数值分析

为了准确预测各向异性镁合金板的成形质量,将改进的GTN损伤模型与各向异性拉压不对称的CPB06屈服本构耦合,并考虑了屈服面形状随塑性应变累积的变化,得到了考虑本构参数随塑性应变演化的各向异性屈服CPB06-GTN损伤模型。基于该模型,在ABAQUS/Explict中编译得到了相应的VUMAT子程序,采用单个单元进行了单轴拉伸和压缩模拟,并通过与实验一致性对比验证了子程序的正确性。使用子程序不仅能够模拟镁合金的各向异性屈服及其不规则的硬化,同时也能够模拟镁合金的损伤破坏。此外,采用编写的子程序进行了热拉深成形的数值模拟,模拟预测与实验结果对比表明,采用各向异性损伤模型的计算结果能够准确预测镁合金的变形及其损伤破坏,模拟结果与实验数据吻合;采用合适的压边力和成形的温度条件及非等温成形方法能够提高镁合金的成形性。     

基于小位移旋量的旋翼系统公差建模及分析

直升机的振动问题与加工制造技术紧密相关,降低制造误差可有效减小直升机的振动。为了分析直升机旋翼系统的几何回转精度,基于小位移旋量对零部件装配路径上的关键公差进行建模,通过齐次坐标变换方法对闭环链路上的误差传递进行分析,得到旋翼系统几何回转精度模型;在此基础上,与蒙特卡洛仿真相结合,对旋翼系统的实例模型进行分析。结果表明：旋翼桨叶根部在空间内的变动范围近似呈椭球形变化,在旋转过程中存在复杂的波动情况,桨叶根部在桨盘平面内的径向波动误差约为 0.58%,在垂直桨盘平面方向的波动相对较大,约为 0.89%。