可拓模式识别算法中经典域的确定方法

可拓模式识别算法是根据各个关联度的对比来识别最终的模式,其中经典域区间的确定有着重要的作用。传统的经典域确定方法是基于数理统计学的,不适用于小样本数据,数据不完全以及数据分布未知等复杂情况。引入Bootstrap算法,并和传统的方法对比,更精确地确定了经典域区间。     

Multi-level virtual prototyping of electromechanical actuation system for more electric aircraft

Electromechanical actuators (EMAs) are becoming increasingly attractive in the field of more electric aircraft because of their outstanding benefits, which include reduced fuel burn and maintenance cost, enhanced system flexibility, and improved management of fault detection and isolation. However, electromechanical actuation raises specific issues when being used for safety-critical aerospace applications like flight controls: huge reflected inertia to load, jamming-type failure, and increase of backlash with service due to wear and local dissipation of heat losses for thermal balance. This study proposes an incremental approach for virtual prototyping of EMAs. It is driven by a model-based system engineering process in order to enable simulation-aided design. Best practices supported by Bond graph formalism are suggested to develop a model’s structure efficiently and to make the model ready for use (or extension) by addressing the above mentioned issues. Physical effects are progressively introduced, and the realism of lumped-parameter models is increased step-by-step. In particular, multi-level component models are architected to ensure continuity between engineering activities. The models are implemented in the AMESim simulation environment, and simulation responses are given to illustrate how they can be used for preliminary sizing, control design, thermal balance verification, and faults to failure analysis. The proposed best practices intend to provide engineers with fast, reusable, and efficient means to assess performance virtually and enhance maturity, performance, and robustness.     

Geometric error analysis of an over-constrained parallel tracking mechanism using the screw theory

This paper deals with geometric error modeling and sensitivity analysis of an overconstrained parallel tracking mechanism. The main contribution is the consideration of overconstrained features that are usually ignored in previous research. The reciprocal property between a motion and a force is applied to tackle this problem in the framework of the screw theory. First of all, a nominal kinematic model of the parallel tracking mechanism is formulated. On this basis, the actual twist of the moving platform is computed through the superposition of the joint twist and geometric errors. The actuation and constrained wrenches of each limb are applied to exclude the joint displacement. After eliminating repeated errors brought by the multiplication of wrenches, a geometric error model of the parallel tracking mechanism is built. Furthermore,two sensitivity indices are defined to select essential geometric errors for future kinematic calibration. Finally, the geometric error model with minimum geometric errors is verified by simulation with SolidWorks software. Two typical poses of the parallel tracking mechanism are selected, and the differences between simulation and calculation results are very small. The results confirm the correctness and accuracy of the geometric error modeling method for over-constrained parallel mechanisms.     

图形背景理论模式下英语强调结构的教学认知

在英语中,说话人要重点突出的部分叫做强调.强调结构一直是学生学习英语的重点和难点。传统的教学方法存在诸多弊端,学生不会综合运用,不懂融会贯通。从新的视角对英语强调结构的教学进行认知势在必行。认知语言学中图形-背景理论为重新感知和理解强调结构提供了理据,进行形象具体化教学,有效提高学习效果。     

基于层次评估理论的弹道导弹末段突防制导律研究

针对弹道导弹末段突防问题,应用层次性能评估体系,对弹道导弹末段典型突防制导律进行对比分析.并通过对弹道导弹制导精度、弹道导弹最大过载、弹道飞行时间和反导导弹脱靶量以及它们的均值、均方差的重要性和需求性分析,合理设置评估体系的指标及其权值,应用随机仿真分析方法,对比仿真经典比例导引、修正比例导引和变结构比例导引三种突防制导律的性能.仿真结果证明,层次评估理论可以用于弹道导弹末段突防制导律的评估及优选.     

Analyses toward factors influencing sealing clearance of a metal rubber seal and derivation of a calculation formula

Sealing clearance is a key factor for a metal rubber seal’s sealability. The expansion coef-ficient and expansion deformation in the radial direction of metal rubber have been obtained through a thermal expansion experiment of metal rubber. The influence of the elastic modulus to the sealing clearance has been analyzed theoretically. By combining the temperature and elasticity factors of metal rubber with the elastic mechanics theory, the calculation formula of the sealing clearance has been derived, and the values of the sealing clearance and the leakage rate in certain working conditions have been calculated. Experimental results are consistent with calculation results in a high degree. The calculation formula of the sealing clearance can explain the influences of the temperature and elastic modulus factors of metal rubber on the sealing clearance. It can pro-vide guidance for the study of sealing mechanism of metal rubber seals.     

基于格子Boltzmann方法表面形貌对微通道对流换热的影响

为推动微通道冷却技术在航空发动机中的应用,进一步提高航空发动机性能,本文通过扫描电子显微镜、粗糙度扫描仪等多方式扫描得到实际加工物体表面形貌,结合分形理论进行处理,得到真实、光滑、分形插值、康托尔集四类圆形截面管模型,管径100μm~400μm;采用格子Boltzmann方法进行数值模拟,首先通过与文献中实验结果的对比,验证了此方法的正确性,然后对空气在这四类圆形截面微通道中的对流换热特性进行了数值模拟,计算雷诺数Re范围80~640;结果发现：表面形貌是微通道中对流换热不可忽略的因素,相对粗糙度越大越有利于换热,真实扫描管的换热性能要比相同条件下光滑管高2.22%;分形理论可用于微通道表面形貌的构建,在相同迭代次数下,分形插值模型与真实扫描形貌换热性能相差0.03%,而康托尔集模型与真实扫描形貌换热性能相差1.88%,分形插值模型较康托尔集模型更能真实地反映实际形貌;微通道中,随着雷诺数的增加Nu将不再是常数,而是有增加的趋势。     

液体火箭发动机健康监控技术研究现状

液体火箭发动机健康监控技术是改进和提高运载火箭、航天器可靠性与安全性的核心技术之一,对其进行研究具有重要的学术价值和工程应用价值。液体火箭发动机健康监控技术的研究主要包括液体火箭发动机故障检测与诊断理论方法、液体火箭发动机健康监控系统两方面。该文介绍了基于模型驱动的方法、基于数据驱动的方法和基于人工智能的方法,阐明了液体火箭发动机故障检测与诊断理论方法的研究现状,通过对美国液体火箭发动机典型健康监控系统的介绍,阐明了液体火箭发动机健康监控系统研究的若干进展及现状,并对液体火箭推进系统健康监控技术的演变趋势作了简要评述。     

基于学习自动机的雷达干扰资源分配研究

综合考虑干扰机干扰频率、干扰功率、干扰时机和干扰样式等干扰效果评估指标,构建干扰效益矩阵,建立目标函数,构建干扰资源分配博弈模型,并基于学习自动机原理提出了分布式干扰资源分配算法,求解出干扰分配决策。仿真结果表明,提出的分布式干扰资源分配算法能以很低的复杂度来获得很好的干扰性能,有效地解决了干扰资源分配问题,对实际作战指挥有一定的指导意义。     

基于分数阶理论的铁路基础设施形变监测数据分析与挖掘

北斗高精度定位系统因噪声等因素会产生一定范围内的随机误差,这导致传统模型难以直接对监测数据进行精准分析,因此提出基于分数阶理论的北斗监测数据分析方法,从数据整体趋势角度挖掘铁路基础设施形变演化规律。首先,给出分数阶分析方法的理论框架,并对基础理论进行详细介绍;其次,提出利用α稳定分布对原始数据进行概率密度拟合,实现数据的非高斯特性估计;再次,通过长程相关特性和多重分形特性挖掘隐藏在监测数据中的深层次趋势特征,从数据分数阶特性维度分析未来变化趋势;最后,所提分析方法应用于国内某重载铁路的基础设施形变监测,实验结果表明所提出的分析方法能够在噪声干扰下实现北斗监测数据的精准分析,能够对各组监测数据的演化规则和铁路基础设施形变程度进行精准判别。