An improved approach for rainfall estimation over Indian summer monsoon region using Kalpana-1 data

In this paper, an improved Kalpana-1 infrared (IR) based rainfall estimation algorithm, specific to Indian summer monsoon region is presented. This algorithm comprises of two parts: (i) development of Kalpana-1 IR based rainfall estimation algorithm with improvement for orographic warm rain underestimation generally suffered by IR based rainfall estimation methods and (ii) cooling index to take care of the growth and decay of clouds and thereby improving the precipitation estimation.     

Rotating machinery fault diagnosis based on convolutional neural network and infrared thermal imaging

Rotating machinery is widely applied in industrial applications. Fault diagnosis of rotating machinery is vital in manufacturing system, which can prevent catastrophic failure and reduce financial losses. Recently, Deep Learning (DL)-based fault diagnosis method becomes a hot topic. Convolutional Neural Network (CNN) is an effective DL method to extract the features of raw data automatically. This paper develops a fault diagnosis method using CNN for InfRared Thermal (IRT) image. First, IRT technique is utilized to capture the IRT images of rotating machinery. Second, the CNN is applied to extract fault features from the IRT images. In the end, the obtained features are fed into the Softmax Regression (SR) classifier for fault pattern identification. The effectiveness of the proposed method is validated using two different experimental data. Results show that the proposed method has a superior performance in identification various faults on rotor and bearings comparing with other deep learning models and traditional vibration-based method.     

网格拓扑对DLR-F6构型数值模拟的影响

基于TRIP3.0软件平台和多块结构网格技术,开展了控制方程和网格拓扑等因素对DLR-F6构型数值模拟的影响研究。数值计算采用与试验相同的参数,采用了RANS/TLNS方程,生成了O型和H型2种拓扑的粗、中、细网格进行模拟。分别从气动特性、压力系数分布曲线和表面流态3个方面对结果进行分析。通过与试验数据的对比表明,在模拟小分离流动时,采用H型拓扑网格和RANS方程模型,获得的计算结果会更为准确。     

航空橡胶密封件力学与密封性能检测技术

介绍了航空橡胶密封件的力学、泄漏、损伤、接触变形等特性的无损检测技术及应用情况。其中,橡胶密封件泄漏压差测量方法,用于获得不同压差下的气体泄漏率;橡胶密封件接触应力超声检测技术,实现了橡胶密封接触应力的准确测量;橡胶密封件损伤与泄漏的红外热成像测试技术,可以得到泄漏点的定位与泄漏量的精确测量;橡胶密封件接触变形数字图像相关技术,获得了织物接触界面变形场与应力场的演化规律等。同时,对航空橡胶密封件的非接触测量技术进行了展望。     

稳态温度场作用下涡轮叶片振动特性的研究

根据一维线性分段插值方法对一维温度场进行分段插值拟合,为有限元方法分析温度场作用下叶片振动问题中温度载荷的施加提供了简化可行的方案,利用有限元方法验证该线性拟合方案的可行性,并采用多种方法对计算结果进行验证分析,对一维稳态温度场的分段插值进行了误差分析,得到稳态温度场作用下叶片振动问题的有限元分析计算方法和温度载荷施加方案。     

Improved rainfall estimation over the Indian region using satellite infrared technique

The GOES Precipitation Index (GPI) technique (Arkin, 1979) for rainfall estimation has been in operation for the last three decades. However, its applications are limited to the larger temporal and spatial scales. The present study focuses on the augmentation on GPI technique by incorporating a moisture factor for the environmental correction developed by Vicente et al. (1998). It consists of two steps; in the first step the GPI technique is applied to the Kalpana-IR data for rainfall estimation over the Indian land and oceanic region and in the second step an environmental moisture correction factor is applied to the GPI-based rainfall to estimate the final rainfall. Detailed validation with rain gauges and comparison with Tropical Rainfall Measuring Mission (TRMM) merged data product (3B42) are performed and it is found that the present technique is able to estimate the rainfall with better accuracy than the GPI technique over higher temporal and spatial domains for many operational applications in and around the Indian regions using Indian geostationary satellite data. Further comparison with the Doppler Weather Radar shows that the present technique is able to retrieve the rainfall with reasonably good accuracy.     

InGaAs探测器热电制冷方法研究

InGaAs探测器在短波红外领域具有良好的探测率,对空间遥感和探测有重要的价值。为了实现空间红外仪器的高灵敏度要求,使用热电制冷技术设计了探测器制冷系统,使探测器稳定地工作在合适的温度,以相对较小的体积和功耗代价显著地提高红外仪器的探测灵敏度。     

战争中毁灭的人生——邓一光小说《远离稼穑》人物分析

在战争中个人要承受生命中怎样无法言说的沉重,作家邓一光通过他的中篇小说《远离稼穑》进行有益的探索,刻画"我的四爷"这样一个有过三次特殊被俘经历的人物形象,表现作家以勇气和胆识对战争文学题材的开掘与对角度的拓展所做出的努力。     

基于中波红外热成像的温度场测量技术研究

随着红外探测技术的不断发展,基于中波红外热成像的测温技术得到了越来越广泛的应用。在研究中波红外成像系统测温原理的基础上,探讨了黑体辐射定标技术,以及环境辐射和定标数据处理方法对测温准确度的影响,提出了一系列的处理方法,实现了一套基于红外成像的温度场测量方案,并有效补偿了环境辐射对测量结果的影响,同时降低了定标数据拟合引起的误差,使测温准确度得到了很好保证。     

长寿命卫星热控涂层性能退化及其对卫星热特征的影响

分析了卫星热控涂层在轨运行时所面临的复杂的空间辐照环境,在国 内外试验数据的基础上,给出了热控涂层在空间辐照环境作用下的退化模型,得到了退化前 后热控涂层光学性能变化的表达式,预测了几种常用热控涂层在空间环境下的退化结果。并 以一颗地球同步轨道模拟星为例,分析热控涂层性能退化对卫星热特征尤其是对卫星红外辐 射特性的影响。