Study on an automatic multi-pin insertion system for preparing Z-pin composite laminates

As a three-dimensional layer enhancement technology, the Z-pin technology is suitable for manufacturing composite prepreg laminates and can also effectively improve their interlaminar properties. In order to manufacture Z-pin composite parts efficiently, this paper proposes a transi- tional insertion system, and according to the technical requirements of the transitional insertion process and the functional requirements of the transitional insertion platform, proposes a transition insertion plan which can insert multiple Z-pins into a carrier. A prototype machine has been designed and made, and a series of function debugging and verification experiments have been car- ried out on the machine. Some problems show up during the experiments, but based on the analysis of the reasons, this paper provides lots of solutions, and finally demonstrates the feasibility and practical value of the system. The results show that the system meets all technical requirements of the Z-pin insertion process. It is capable to insert multiple Z-pins into a foam carrier; as a result, the system is as much as 5 times more efficient than existing equipment, and the deviation for the insertion distance can be controlled within 0.3 mm. This Z-pin transitional insertion platform pro- motes the use of Z-pins in national defense and lays the foundation for commercializing the Z-pin technology.     

基于最小熵约束的可解释卷积神经网络

导弹武器系统上的光学探测算法要求具备高可靠性,卷积神经网络属于"黑盒"模型,本文提出一种基于最小熵约束的可解释卷积神经网络,为卷积神经网络模型在导弹武器系统上的应用创造条件.该方法通过传统方法(连通域检测、边缘检测等)找到图片中存在可解释特征,通过模型对可解释特征进行评分,聚类,并通过这些特征对原模型训练提供约束,在最终预测的同时,通过评分对模型给出解释.经实验验证,该方法能够在尽量保证模型分类性能的前提下,极大提高模型的可解释性.     

短裂纹疲劳扩展的试验方法

近十年来,人们发现短裂纹具有一系列不同于普通长裂纹的特异扩展规律,它对耐久性损伤容限分析具有重要的意义。短裂纹扩展率试验是短裂纹研究中一项迫切而重要的,同时也是较为困难的工作。     

航机舰用燃气轮机推进系统的模型简化

木文结合航机改装的舰用燃气轮机系统,在较详细的高阶非线性模型的基础上进行了系统的模态分析和灵敏度分析,进而探讨了燃气轮机作为控制对象时反馈变量的选择和高阶模型的简化方法。这方法为这类系统的控制器设计时数学模型的处理提供了有价值的参考。      

Autofocusing of ISAR images based on entropy minimization

A novel autofocusing technique is developed for random translational motion compensation in inverse synthetic aperture radar (ISAR) imaging of objects. This technique is based on an entropy minimization principle and validated via a nonparametric estimation method. Images of a simulation and a real flying aircraft are used for illustration. Images of encouraging quality confirm the feasibility of autofocusing the radar images by just the requirement of minimizing the image entropy     

Web-Enabled Remote Machine Monitoring and Prognostics

1 INTRODUCTION Today's machine tool industries are facing unprecedented challenges brought about by development of outsourcing and low cost manufac-turing in Asia. Manufacturing outsourcing provided many opportu-nities but also added challenges to produce and deliver products with improved productivity, quality, service and costs. Lead times must be cut short to their extreme extend to meet need the changing demands of customers in different regions of the world. Products are required to be make-to-order, which requires a tight control and near-zero downtime of the plant floor, equipment and devices.     

超声振动载荷下合金的疲劳裂纹扩展性能研究

本文应用超声共振试验技术研究了4种工程常用合金(Astroloy, 17-4PH, Ti-6Al-4V, Al-Li8090)在超声振动载荷(f=20kHz, R=-1)下的疲劳裂纹扩展性能, 并与常规疲劳载荷(f≤50Hz, R=0.7)下材料的有关性能做了对比分析。对超声疲劳载荷下材料损伤及裂纹扩展机理的特点做了研究, 给出了这种特定载荷形式下应力强度因子的计算方法。研究结果表明, 超声疲劳载荷下各种合金的裂纹扩展性能与常规疲劳试验中确定的有效应力强度因子△Keff类同。      

用四阶Runge-Kuta法和TVD格式求解两维跨超音流场

利用坐标转换给出两维任意曲线坐标系下雅可比矩阵特征值、特征向量及Harten型TVD格式的详细表达式, 并结合四阶Runge-Kuta法发展了一种新的、有效的求解超音、跨音流场的算法。数值计算表明, 本文的方法可有效地求解跨音流场。      

双机协同无源定位的飞行试验方法研究

分析了基于测向交叉定位的双机协同无源定位原理,构建了误差模型,给出了影响定位误差的因素。并从双机定位基线、目标机进入距离和目标机进入方位三个因素进行了双机协同无源定位误差的仿真。通过基于定位精度要求的试飞剖面设计,给出了两种典型的双机协同无源定位试飞航线,并给出试飞结果评估的方法和流程。     

一种基于OpenMP多核并行机制的基带数据处理方法

针对遥感卫星地面基带处理速率低、效率不高、稳定性差等问题，提出一种基于OpenMP多核并行机制的基带数据处理方法。通过在系统平台上建立多个线程，将数据处理分解到多线程中进行并行处理。以真实的卫星数据作为测试源，在压缩比为4∶1和无损模式下，从时间、解码速度、CPU占用、内存、设备资源利用率等指标对基带处理方法性能进行评估。评估结果表明，基于OpenMP并行化处理方法的解压缩软件，在充分利用硬件平台性能的基础上，实现了4倍解压缩速率的提升，显著提升了实时性。