基于卷积门控循环网络的滚动轴承故障诊断

针对许多基于深度学习的滚动轴承故障诊断方法在小样本数据集下诊断性能下降的问题,提出一种基于卷积门控循环神经网络的轴承故障诊断模型。该模型使用两层的卷积网络来从输入信号中提取特征,同时使用tanh函数作为激活函数,且池化层使用大池化核来进行重叠下采样。将所提取得到的高层特征连接到双向门控循环网络。合并循环网络正向和逆向的最后一个状态,并连接一层全连接层进行输出。选用凯斯西储大学的轴承故障数据集来验证模型在小样本数据集下的诊断性能,实验结果表明,相比于其他类型的模型,该模型在仅有20个训练样本的情况下依然保持97%的识别准确率。      

超细晶硬质合金加工机理及加工性能

围绕超细晶硬质合金精密磨削加工、在线电解修整磨削加工、电火花加工、超声复合加工、激光复合加工等加工方法,系统综述了超细晶硬质合金的加工机理和加工性能,并展望了超细晶硬质合金高效精密加工未来的研究重点。     

陀螺经纬仪在大型航天产品精测中的应用

陀螺经纬仪通常是做某一方向与当地大地北向的方位角关系测量用。文章针对“天宫一号”目标飞行器精测中遇到的问题,即高空不同平台间两台设备需要姿态关系测量的需求,通过对陀螺经纬仪测量原理的研究,借助大地坐标系作为中间传递坐标系,解决了经纬仪测量因互瞄被遮挡无法建立基准镜坐标系间关系的问题。测量误差分析结果验证了这种新方法的可行性,该方法可用于大型航天产品设备安装精度的测量。     

运载火箭上面级姿控技术研究

开展了运载火箭上面级姿态控制技术研究,对国内外运载火箭上面级发展情况进行了分析,给出了上面级发展趋势,并对上面级姿态控制技术设计的难点进行了分析.     

时钟树综合中的有效时钟偏移

随着芯片设计向更高的频率发展,传统的时钟树综合策略是尽量减小时钟偏移,但是这样的时钟树综合策略已经逐渐不能满足时序收敛的需要,因此引入了有效时钟偏移的概念。文章通过一个在TSMC0．13μm工艺并流片成功的芯片BES7000作为设计实例,分析了有效时钟偏移引入之后对改进时序建立时间的效果。     

基于CS的SAR图像自动目标分割算法

图像目标分割是SAR图像目标超分辨处理和自动目标识别的重要步骤。针对图像固有的稀疏结构,提出了一种SAR图像自动目标分割算法。通过构造变换字典将SAR图像数据投影到高维空间,实现了图像局部特征的稀疏表示,然后利用随机矩阵获得稀疏域局部特征的压缩采样,并对多组采样数据运用Mean-shift 算法并行处理,最后通过符号检验法,实现了对目标像素与背景像素的分类。试验表明,该算法对硬目标具有较好的目标分割性能。     

基于凹腔火焰稳定器的亚燃冲压发动机点火性能研究

通过碳氢燃料亚燃冲压发动机直连式试验,对凹腔火焰稳定器的点火性能进行了初步研究.试验分别在高能火花塞及氰气引导火焰两种情况下成功实现了可靠点火.结果表明,基于凹腔火焰稳定技术的亚燃冲压发动机的点火性能与燃料喷注压降及喷注方式密切相关.在壁面喷注燃料的方式下,发动机容易实现可靠点火,而在中心喷注燃料的情况下,发动机很难被点燃.此外,试验还发现,发动机的喉部尺寸对采用这类结构的哑燃冲压发动机凹腔内的压力影响较小,因此,喉部尺寸的变化对其点火性能的影响也较小.     

Effect of parametric and nonlinear perturbations on statistical dynamics of the Earth’s pole

We study the influence of additive and parametric slowly varying harmonic (at the Chandler frequency and doubled frequency) and stochastic Gaussian broadband perturbations on mathematical expectations, variances, and covariations of oscillations of the Earth’s pole. The influence of perturbations on both regular and irregular stochastic oscillations is considered in detail. Results of numerical experiments are presented. The developed models and software are included into information resources on the fundamental problem “Statistical dynamics of the Earth’s rotation” of Russian Academy of Sciences.     

基于IR-UWB的无线总线实验研究

针对虚拟卫星需要通过无线媒介将卫星近距子终端可靠地联结成系统的应用需求,在研究IR-UWB技术和星载总线两者特点的基础上,提出基于IR-UWB的总线型无线网络的解决途径,结合1553B协议进行了可行性分析.并在现有条件下设计和搭建1553B点到点试验平台进行了实验研究,实验表明从功能上来看,IR-UWB具有作为设备间实时无线互连物理层的潜力,为进一步研究打下了基础.     

Estimation of dynamic characteristics of the <Emphasis Type="Italic">International Space Station</Emphasis> from measurements of microaccelerations

We describe the results of determining the mass of the International Space Station using the data of MAMS accelerometer taken during correction of the station orbit on August 20, 2004. The correction was made by approach and attitude control engines (ACE) of the Progress transporting spacecraft. The engines were preliminary calibrated in an autonomous flight using the onboard device for measuring apparent velocity increment. The method of calibration is described and its results are presented. The error in station mass determination is about 1%. The same data of MAMS and similar data obtained during the orbit correction on August 26, 2004 were used for the analysis of high-frequency vibrations of the station mainframe caused by operation of the ACE of Progress. Natural frequencies of the ACE are determined. They lie in the frequency band 0.024–0.11 Hz. ACE operation is demonstrated to result in a substantial increase of microaccelerations onboard the station in the frequency range 0–1 Hz. The frequencies are indicated at which disturbances increase by more than an order of magnitude. The study described was carried out as a part of the Tensor technological experiment.