基于飞行数据分析的发动机故障诊断系统研究

依据现有的发动机故障诊断方法,研究发动机故障诊断系统,通过对飞行数据中反映发动机性能指标的关键参数数据进行分析,说明系统对航空发动机故障诊断的可行性和必要性,研究结果对于提高发动机维护的快速性和准确性具有重要意义.     

Event-triggered attitude control of spacecraft

The problem of spacecraft attitude stabilization control system with limited communication and external disturbances is investigated based on an event-triggered control scheme. In the proposed scheme, information of attitude and control torque only need to be transmitted at some discrete triggered times when a defined measurement error exceeds a state-dependent threshold. The proposed control scheme not only guarantees that spacecraft attitude control errors converge toward a small invariant set containing the origin, but also ensures that there is no accumulation of triggering instants. The performance of the proposed control scheme is demonstrated through numerical simulation.     

谱估计理论在弹道数据参数化建模中的应用

针对高超声速飞行器防御作战中目标运动规律的描述问题，提出一种基于经典和现代谱估计理论的弹道数据参数化分析和建模方法。该方法将弹道数据视作非平稳随机信号，研究其变化规律：首先，通过线性消势法消除信号的线性趋势，将其转变为平稳信号，以便于进行谱估计；然后，采用Welch算法给出大致的谱图，结合该谱图和改进的协方差法确定自回归参数模型的阶数，以避免模型阶数选择准则引起的不确定性问题；最终，给出弹道数据的参数化模型。仿真结果表明，使用本文算法建立的弹道数据参数化模型与动力学模型具有较高的一 致性。     

Generalized Kutta–Joukowski theorem for multi-vortex and multi-airfoil flow with vortex production——A general model

By using a special momentum approach and with the help of interchange between singularity velocity and induced flow velocity, we derive in a physical way explicit force formulas for twodimensional inviscid flow involving multiple bound and free vortices, multiple airfoils, and vortex production. These force formulas hold individually for each airfoil thus allowing for force decomposition, and the contributions to forces from singularities(such as bound and image vortices,sources, and doublets) and bodies out of an airfoil are related to their induced velocities at the locations of singularities inside this airfoil. The force contribution due to vortex production is related to the vortex production rate and the distance between each pair of vortices in production, thus frameindependent. The formulas are validated against a number of standard problems. These force formulas, which generalize the classic Kutta–Joukowski theorem(for a single bound vortex) and the recent generalized Lagally theorem(for problems without a bound vortex and vortex production) to more general cases, can be used to identify or understand the roles of outside vortices and bodies on the forces of the actual body, optimize arrangement of outside vortices and bodies for force enhancement or reduction, and derive analytical force formulas once the flow field is given or known.     

基于L1范数的k平面聚类算法设计

基于L2范数度量的k平面聚类(k-Plane Clustering,k PC)设计思想,本文提出了一种采用L1范数度量的聚类算法。由于在平面更新步骤中,所导出的优化问题是非凸的,文中给出了一种求解方法,即将非凸问题转化为有限个子集上的凸问题,为避免求解多个优化问题导致训练时间过长问题,本文还设计了一种新的优选策略,有限个子集的搜索任务可在线性时间内完成。本文所提出的方法只需要求解k个线性规划,而不再是k PC的求解特征值问题。在人工和UCI数据集上的实验结果表明:基于L1范数平面聚类算法的训练和测试时间更短,且在大多数数据集上均表现出了更好的聚类性能。     

RN-FD型固体氡气源的稳定性及应用分析

对测氡仪器进行精确校准是氡测量工作中的重要环节,固体氡气源的稳定性、可靠性在校准中则显得至关重要。本文通过分析RN-FD型固体氡气源对闪烁室K值的稳定性实验结果,认为:RN-FD型固体氡气源标称的浓度值与实际浓度值不一致,标称浓度值只是理论浓度值而不是实际浓度值,需重新刻度才能使用;RN-FD型固体氡气源抽气循环时间不同则浓度不同,但抽气循环时间固定,观测结果比较稳定;对于没有α检查源的台站,RN-FD型固体氡气源可用于氡观测仪器坪区检查。     

亚超剪切混合层燃油雾化特性试验研究

为了摸清亚超大梯度剪切混合层内直射式喷嘴的燃油雾化特性，设计了用于向亚超剪切混合流中进行燃油喷射的直射式喷嘴，建立了亚超剪切混合层中燃油雾化试验系统。利用粒子图像测速系统（PIV），对亚超大梯度混合层中油雾场进行测量。通过改变喷嘴流量、喷射角度和喷嘴数量研究不同参数对雾化特性的影响，并应用图像处理技术对亚超大梯度剪切混合层内的油雾场进行分析，总结归纳其雾化规律。试验结果显示：随着流量增大，穿透深度会随之增大，破碎后的颗粒分布峰值所对应的液滴直径会逐渐变小，雾化效果提升；相同流量条件下，喷嘴的角度改变对雾化效果有影响，顺喷和逆喷的雾化效果均好于垂直喷射；逆喷的喷射高度最高，随着流量的增长，燃料将会碰壁；顺喷条件下，随着角度的增加，穿透长度会有所增加；综合燃油轨迹边界，逆喷的效果相对较好。相同流量条件下，喷孔个数的改变对雾化效果和穿透深度的影响不大。