基于深度学习的毫米波和亚毫米波成像仪的图像增强技术

风云四号卫星毫米波和亚毫米波成像仪(MMSI)数据根据采样方式分为过采样和非过采样数据。由于采样方式的影响,非过采样数据在采样过程中会有一定的信息损失。为解决采用简单的线性插值方法做精细化处理时提升精度有限问题,采用基于深度学习的方法增强MMSI亮温图像,设计卷积神经网络重建风云四号卫星MMSI的亮温图像和风云三号卫星微波成像仪亮温图像。实验结果显示:相比传统的双三次插值方法,在风云三号卫星微波成像仪亮温图像样本上峰值信噪比提升了1.13dB,结构相似度提升了0.01。实验结果表明:对于非过采样亮温数据,采用基于深度学习的方法增强图像具有更高的精度,同时可在其他微波探测仪数据中使用,具有很强的普适性。     

Operating characteristics of a high radius pre-swirl cooling system

An experimental investigation into pre-swirl effectiveness and receiver hole discharge coefficient characteristics for a high radius injection pre-swirl cooling systems was carried out on a physically representative experimental rig with a 450 mm diameter rotor.The receiver holes and pre-swirl nozzle were located at a radius of 181 mm and 180 mm respectively.The experimental work was mainly conducted at 5 000～12 000 r/min,4 bar absolute pressure and 1.132 kg/s air supply.The maximum air supply temperature was 190 ℃.Pressure and temperature distributions in the pre-swirl system were examined with an emphasis on the velocity effectiveness of the pre-swirl system as a whole and on the discharge coefficients of the rotating 'receiver holes' in the rotor.The results showed that the velocity effectiveness increased with increasing swirl ratio resulting in reduced blade cooling flow temperature.Different seal flow configurations caused very different effectiveness at different speeds,but outflow through the inner and outer seals always gave the highest effectiveness compared other configurations.Increasing the seal flow rate reduced the effectiveness.For the coefficient of discharge,except for the low speed range,it increased with increase in swirl ratio for most speeds.      

The role of AVDR in linear cascade testing

Linear cascade testing plays an important role in the research and development of turbomachinery and is widely used over the world.The ideal cascade model of a turbomachinery blade row is two-dimensional.In actual linear cascade testing, the flow through the test section converges due to the development of the boundary layer and secondary flow along the sidewall surfaces of the test section.Axial velocity density ratio(AVDR) is adopted to account for the deviation of the tested cascade flow from the ideal 2D model.Among numerous published cascade works, the influence of AVDR on cascade performance is seen to be complicated with many affecting factors, such as those related to cascade/blade geometry and flow conditions.Also, controlling AVDR is limited by the facility capability.Furthermore, real blade-to-blade flow in turbomachines is usually associated with AVDR greater than unity due to limited span of blades between the hub and shroud such that cascade testing without reducing AVDR could be favored sometimes.All these facets add complexity and diversification to the matter.The current paper reviews previous studies and results on AVDR.Consolidated understanding on the role of AVDR and recommendations on how to deal with it in linear cascade testing are provided.      

突破有限元分析的极限

有限元法FEM分析变得日益复杂,同时有限元分析模型的大小和细节设计要求也在不断增加。由数百万个单元和数百万的自由度组成的有限元网格的模型已经变得司空见惯,然而模型的尺寸也在     

复材机身制造的自动化流水线工艺过程

AeroSuite给出了一个飞行器制造过程有效管理整个产品制造流程的解决方案。它包括FiberSIM复材工艺软件、SyncroFIT机身设计制造装配软件、对于首件鉴定过程的流程化的质量规划模块(QPE)。     

机器人在维修中的应用

<正>机器人在维修业的应用落后于其他行业,但目前有越来越多的企业和研究机构已经开始了探索之路。对机器人在航空维修业应用的现实性和前景存在两种观点,一种观点认为技术上尚不成熟,美国桑地亚国家实验室的能量系统和机器人中心把它比作处于7级技术成熟度中的4～6级之间,而机器人系统只有达到7级才能够在生产上使用。     

风洞天平不回零校正及修正方法研究

本文报告了一台典型的六分量天平在瑞典航空研究院 MK6校正架上进行回零校正与不回零校正的比较,弄清了不回零校正与回零校正的差别,然后用三种修正方法对不回零校正的载荷进行修正,发现直接投影法修正的效果最好,此方法已用到 FFA 新建的1.5米跨音速风洞的校正架上。     

STUDY ON THE SOLUTION OF DYNAMIC THERMOELASTICITY SYSTEM

ＳＴＵＤＹＯＮＴＨＥＳＯＬＵＴＩＯＮＯＦＤＹＮＡＭＩＣＴＨＥＲＭＯＥＬＡＳＴＩＣＩＴＹＳＹＳＴＥＭＧｅｎｇＺｈｅｎｗｅｎ（ＢａｓｉｃＤｅｐａｒｔｍｅｎｔ，ＺｈｏｎｇｚｈｏｕＵｎｉｖｅｒｓｉｔｙ５２Ｈａｎｇｈａｉｚｈｏｎｇｌｕ，Ｚｈｅｎｇｚｈｏｕ４５０...     

A PARALLEL IMAGINARY EBE METHOD FOR SOLVING POSITIVE DEFINITE LINEAR SYSTEMS

ＡＰＡＲＡＬＬＥＬＩＭＡＧＩＮＡＲＹＥＢＥＭＥＴＨＯＤＦＯＲＳＯＬＶＩＮＧＰＯＳＩＴＩＶＥＤＥＦＩＮＩＴＥＬＩＮＥＡＲＳＹＳＴＥＭＳＰａｎＸｉａｏｓｕ（ＤｅｐａｒｔｍｅｎｔｏｆＡｐｐｌｉｅｄＭａｔｈｅｍａｔｉｃｓ，ＰｈｙｓｉｃｓａｎｄＭｅｃｈａｎｉｓ...