Modelling of air temperature using remote sensing and artificial neural network in Turkey

The aim of this research was to forecast monthly mean air temperature based on remote sensing and artificial neural network (ANN) data by using twenty cities over Turkey. ANN contained an input layer, hidden layer and an output layer. While city, month, altitude, latitude, longitude, monthly mean land surface temperatures were chosen as inputs, and monthly mean air temperature was chosen as output for network. Levenberg–Marquardt (LM) learning algorithms and tansig, logsig and linear transfer functions were used in the network. The data of Turkish State Meteorological Service (TSMS) and Technological Research Council of Turkey–Bilten for the period from 1995 to 2004 were chosen as training when the data of 2005 year were being used as test. Result of research was evaluated according to statistical rules. The best linear correlation coefficient (R), and root mean squared error (RMSE) between the estimated and measured values for monthly mean air temperature with ANN and remote sensing method were found to be 0.991–1.254 K, respectively.     

超低温精密智能铂电阻温度变换器设计

以16位MSP430CPU为核心,通过可编程增益模数转换器AD7715的应用,实现涵盖超低温度在内的全量程温度测量。利用AD7715自带的校准功能,消除增益与零点的漂移和误差,设计出免于调试、可完全互换的铂电阻测试数字化、智能化平台。通过不同温度段温度--电阻函数,解决温度精确计算的难题。测试结果表明:智能铂电阻温度变换器可以与各不同温度段的铂电阻温度传感器匹配,通过简便的传感器校准特性输入设置,消除通用传感器特性造成的误差,获得更高的测试精度。     

真空低温环境红外亮温标准装置设计

对遥感技术现状及面临的问题进行了介绍，明确了建立真空低温环境红外亮温计量标准装置的意义，对国内外研究现状进行了梳理，对研究的标准装置的技术路线和设计方案进行了详细叙述。     

The impact of different background errors in the assimilation of satellite radiances and in-situ observational data using WRFDA for three rainfall events over Iran

Satellite radiances and in-situ observations are assimilated through Weather Research and Forecasting Data Assimilation (WRFDA) system into Advanced Research WRF (ARW) model over Iran and its neighboring area. Domain specific background error based on x and y components of wind speed (UV) control variables is calculated for WRFDA system and some sensitivity experiments are carried out to compare the impact of global background error and the domain specific background errors, both on the precipitation and 2-m temperature forecasts over Iran. Three precipitation events that occurred over the country during January, September and October 2014 are simulated in three different experiments and the results for precipitation and 2-m temperature are verified against the verifying surface observations. Results show that using domain specific background error improves 2-m temperature and 24-h accumulated precipitation forecasts consistently, while global background error may even degrade the forecasts compared to the experiments without data assimilation. The improvement in 2-m temperature is more evident during the first forecast hours and decreases significantly as the forecast length increases.     

高温不锈钢的磨削温度测量与烧伤现象分析

针对高温不锈钢1Cr11Ni2W2MoV磨削过程中磨削区内部瞬时温度、磨削表面平均温度的测量方法以及工件表面平均温度与烧伤程度之间的关系进行了研究,分析了工件表面烧伤程度对材料金相组织的影响.通过研究得到了陶瓷结合剂CBN砂轮磨削1Cr11Ni2W2MoV时磨削区内部瞬时温度,证明工件表面的烧伤最直接因素是磨削表面的平均温度,在不同的磨削参数下,表面平均温度超过540℃就形成黄色的微烧伤,随着温度的升高,烧伤程度不断加重.同时,表面烧伤会使马氏体晶格变成细小的退火微晶变质层,烧伤越严重,微晶变质层的厚度越大.     

导热脂低温热导率的测试研究

导热脂的低温热导率是研究宇航用导热脂的重要参数,“瞬态热线法”是常用的测量方法之一,但受使用条件限制,实际应用中容易产生较大误差。本文提出采用改进的“瞬态热线法”即对标准流体与试样进行测量比对的方法,用于导热脂低温热导率的测量,减小了测试方法的系统误差,因而保证了测量的相对误差小于6％。在测量装置上,采用廉价的康铜丝取代了传统使用的铂丝,设计采用了容易进行拆洗的低温试验装置。文章讨论了影响导热脂低温热导率的因素。提出测量加热时间要在2 s～3 s之内以防止对流,分析了比对状态的误差影响,并给出了两种导热脂低温热导率与温度关系曲线。分析表明本文提出的试验方法可以满足宇航用导热脂研究的需求
     

GH2／GO2涡流冷却推力室设计与数值计算

涡流冷却是一种新型液体火箭发动机推力室冷却技术。采用该技术可以简化推力室结构、降低成本,并可提高系统可靠性。对涡流冷却推力室进行了初步设计,并采用PDF非预混燃烧模型和DO辐射模型对所设计的推力室进行了数值仿真。根据计算结果：推力室内部形成了双向涡流;推力室圆筒段壁面温度低于760K;在考虑辐射条件下,推力室圆筒段壁面温度平均升高约140K,最高温度低于900K;涡流冷却技术是可行的,但目前存在燃烧效率相对较低的问题。     

热控涂层参数对卫星辐射特性的影响

为分析卫星红外和可见光双光谱辐射特性,分别建立了采用节点网络法求解卫星表面热控涂层温度和卫星辐射特性的计算模型,依据粗糙表面光散射理论计算了涂层表面对太阳、地球和地球反照辐射的吸收和反射。通过数值模拟,计算分析了卫星对地面的温度变化规律。最后,选择不同的热控涂层参数,获得了对卫星在红外和可见光波段的辐射特征的影响。     

回路热管工作温度的控制方式

对比传统直热管,回路热管具有启动迅速、传输距离远、热量大、温差小等优势,但在实际应用中,如在航天器热控、电子元器件散热等场合,又会对回路热管工作温度的精确控制能力又提出新要求。对此要求,文章主要介绍几种目前已经使用以及研发中的回路热管工作温度的主动控制方式,并且比较了它们各自的优缺点。     

Cr对Nb-16Si-22Ti-2Al-2Hf合金显微组织与高低温力学性能的影响

 以Nb-16Si-22Ti-2Al-2Hf成分为基础,分别添加了2%和17%(原子分数,后同)的Cr元素替代Nb(分别称2Cr和17Cr合金),研究了Cr含量对Nb-16Si-22Ti-2Al-2Hf合金相组成、显微组织形貌、室温断裂韧性和高温强度的影响,分析了高低温失效机制。结果表明,铸态和1 375 ℃×100 h热处理后2Cr合金由Nbss和Nb₅Si₃两相组成;当Cr含量为17%时,出现了具有C15结构的Laves Cr₂Nb相,合金由Nbss、Nb₅Si₃和Cr₂Nb三相组成,热处理后在Nb₅Si₃中还析出了球状Cr₂Nb相。随着Cr含量由2%提高到17%,热处理合金的室温断裂韧性K_Q由14.32 MPa·m^1/2下降到10.30 MPa·m^1/2。合金强度与Cr含量的关系受温度影响,随Cr含量提高,室温和1 150 ℃时合金的硬度或强度增高,而1 250 ℃和1 350 ℃时合金强度降低。如1 150 ℃时2Cr和17Cr合金的屈服强度σ_0.2分别为349 MPa和387 MPa;1 350 ℃时分别为306 MPa和74 MPa。