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.      

地基雷达探测中的空间碎片微弱信号检测技术概况

空间碎片的日益增多。已对航天活动构成严峻威胁。空间碎片的精确监测是对航天员和飞行器实施安全防护的重要前提,也对空间微小碎片探测能力提出了更高要求。文章对国外地基雷达探测空间碎片现状,以及对在雷达微弱信号检测技术方面比较常用的以信号处理为基础的长时间积累检测技术和基于时频分析的雷达微弱信号检测技术研究现状进行了综述。     

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...     

ELECTRONIC CONTROL OF TURBINE POWER UNITS

ＥＬＥＣＴＲＯＮＩＣＣＯＮＴＲＯＬＯＦＴＵＲＢＩＮＥＰＯＷＥＲＵＮＩＴＳ￥ＷａｎｇＤａｏｂｏ（ＤｅｐａｒｔｍｅｎｔｏｆＳｃｉｅｎｃｅａｎｄＴｅｃｈｎｏｌｏｇｙ，ＮＵＡＡ２９ＹｕｄａｏＳｔｒｅｅｔ，Ｎａｎｊｉｎｇ２１００１６，Ｐ．Ｒ．Ｃｈｉｎａ）Ａｂｓ...     

DATA PROCESSING ON LINEARIZATION OF HOT-WIRE ANEMOMETER

ＤＡＴＡＰＲＯＣＥＳＳＩＮＧＯＮＬＩＮＥＡＲＩＺＡＴＩＯＮＯＦＨＯＴ－ＷＩＲＥＡＮＥＭＯＭＥＴＥＲ￥ＬｉＳｕｆｅｎ（ＤｅｐａｒｔｍｅｎｔｏｆＰｏｗｅｒＥｎｇｉｎｅｅｒｉｎｇ，ＮＵＡＡ２９ＹｕｄａｏＳｔｒｅｅｔ，Ｎａｎｊｉｎｇ２１００１６，Ｐ．Ｒ．Ｃｈ...     

A NEW EXPRESSION OF FATIGUE SIZE FACTOR

ＡＮＥＷＥＸＰＲＥＳＳＩＯＮＯＦＦＡＴＩＧＵＥＳＩＺＥＦＡＣＴＯＲ￥ＹａｏＷｅｉｘｉｎｇ（ＤｅｐａｒｔｍｅｎｔｏｆＡｉｒｃｒａｆｔＥｎｇｉｎｅｅｒｉｎｇ，ＮＵＡＡ２９ＹｕｄａｏＳｔｒｅｅｔ，Ｎａｎｊｉｎｇ２１００１６，Ｐ．Ｒ．Ｃｈｉｎａ）Ａｂｓｔｒａ...     

CONSTRUCTIONOFACLASSOFPNSEQUENCESWITHPRIMENUMBERPERIODSOF4t＋1FORM

构造了一类４ｔ＋１型质数周期的伪随机序列。该序列提供了比ｍ（Ｍ）序列更多的可供选择周期数，同时证明了它具有良好的伪随机特性     

MMS星座对磁层顶磁通量绳内离子惯性尺度结构的观测

利用MMS观测数据,对磁层顶通量绳内离子惯性尺度（d_i）的结构进行分析研究.结果发现,许多不同尺度（约1d_i至数十d_i）的通量绳内都存在具有d_i尺度的电流 j _m,其方向在磁层顶局地坐标系的-M方向,即与磁层顶查普曼-费拉罗电流同向,由电子在+M方向的运动（ v _em）携带.这些电流结构具有以下特征:磁鞘与磁层成分混合,磁场为开放形态;离子去磁化,电子与磁场冻结;N方向（即垂直于磁层顶电流片方向）的电场 E _n显著增大,幅度达到约20mV·m-1,并伴有明显的尖峰状起伏,该增强和尖峰状起伏的电场对应于霍尔电场.分析表明,电流、电子与离子运动的偏离以及霍尔电场之间遵从广义欧姆定律,三者密切关联.进一步对磁层顶磁重联的探测数据进行分析发现,在很多重联区内也存在与通量绳内相似的结构,其尺度约为d_i量级,其中霍尔电场 E _N、电流 j _M和电子速度 v _eM均与通量绳内对应物理量的方向相同且幅度相近.基于上述观测事实,采用经典FTE通量绳模型,对通量绳内电流、电子运动和霍尔电场的起源进行了初步探讨,认为其来源于磁层顶无碰撞磁重联区内的相应结构,并且后者在离子尺度通量绳的形成过程中起到重要作用.