基于模型的安全性分析技术研究

基于模型的安全性分析技术(MBSA)经过十余年发展,其理论基础和工程应用技术已日趋成熟.首先阐述了传统的安全性分析技术存在的不足,分析了MBSA的技术优势;然后结合传统系统安全性分析流程,初步构建了基于模型的安全性建模与分析流程,最后给出了MBSA分析技术在飞机研制过程中的安全性评估案例.结果表明:MBSA可以解决传统安全性分析中飞机级安全性评估不足以及安全性分析结果正确性得不到客观保证的问题.     

载人月球探测深空站布局体系

针对载人月球探测,在我国现有深空测控资源的基础上,结合其他航天组织,如NASA (National Aeronautics and Space Administration,美国国家航空航天局)、ESA(European Space Agency,欧空局)等分布在全球的深空测控资源,提出了全球深空站布局体系.该体系包括我国深空站在内的8个地面站,大体形成“南四北四,均匀分布”的格局.并以美国“重返月球”计划深空站布局为参照,对比分析了布局体系的测控覆盖、三向测量和干涉测量共视弧段,讨论了布局干涉测量不同观测站三角的测角精度,可以为后续载人月球探测任务提供支持和参考.     

Impulse feature extraction method for machinery fault detection using fusion sparse coding and online dictionary learning

Impulse components in vibration signals are important fault features of complex machines. Sparse coding(SC) algorithm has been introduced as an impulse feature extraction method, but it could not guarantee a satisfactory performance in processing vibration signals with heavy background noises. In this paper, a method based on fusion sparse coding(FSC) and online dictionary learning is proposed to extract impulses efficiently. Firstly, fusion scheme of different sparse coding algorithms is presented to ensure higher reconstruction accuracy. Then, an improved online dictionary learning method using FSC scheme is established to obtain redundant dictionary and it can capture specific features of training samples and reconstruct the sparse approximation of vibration signals. Simulation shows that this method has a good performance in solving sparse coefficients and training redundant dictionary compared with other methods. Lastly, the proposed method is further applied to processing aircraft engine rotor vibration signals. Compared with other feature extraction approaches, our method can extract impulse features accurately and efficiently from heavy noisy vibration signal, which has significant supports for machinery fault detection and diagnosis.     

A study of instability in a miniature flying-wing aircraft in high-speed taxi

This study investigates an instability that was observed during high-speed taxi tests of an experimental flying-wing aircraft.In order to resolve the reason of instability and probable solution of it,the instability was reproduced in simulations.An analysis revealed the unique stability characteristics of this aircraft.This aircraft has a rigid connection between the nose wheel steering mechanism and an electric servo,which is different from aircraft with a conventional tricycle landing gear system.The analysis based on simulation results suggests that there are two reasons for the instability.The first reason is a reversal of the lateral velocity of the nose wheel.The second reason is that the moment about the center of gravity created by the lateral friction force from the nose wheel is larger than that from the lateral friction force from the main wheels.These problems were corrected by changing the ground pitch angle.Simulations show that reducing the ground pitch angle can eliminate the instability in high-speed taxi.     

基于响应面法的带喷流激波针参数优化研究

对基于响应面法的带喷流激波针参数优化方法进行了研究,优化目标是最佳减阻效果和最小喷流流量,优化参数是激波针长度、喷流出口总压和喷流出口直径,利用响应面模型对设计参数与响应目标的关系进行建模,样本点设计采用了Ⅳ-最优方法,样本点的气动响应通过数值计算得到,最后用期望函数法进行多目标寻优。研究表明:激波针长度、喷流总压和喷流出口直径与阻力呈现2阶或3阶非线性关系,且激波针长度和喷流出口直径耦合效应较强;响应面模型给出了阻力与各设计参数关系的数学表达式,仅用较少的样本点就获得了设计空间内任意参数组合的阻力预测值和置信区间,效率较高;通过响应面法获得了最优参数组合,其阻力预测值与校验结果相比精度较高;响应面法应用于带喷流激波针这类多参数、多目标优化设计问题中,有计算量小、结果可信、实用性强的特点。     

Calculation of high-temperature insulation parameters and heat transfer behaviors of multilayer insulation by inverse problems method

In the present paper, a numerical model combining radiation and conduction for porous materials is developed based on the finite volume method. The model can be used to investigate high-temperature thermal insulations which are widely used in metallic thermal protection systems on reusable launch vehicles and high-temperature fuel cells. The effective thermal conductivities（ECTs） which are measured experimentally can hardly be used separately to analyze the heat transfer behaviors of conduction and radiation for high-temperature insulation. By fitting the effective thermal conductivities with experimental data, the equivalent radiation transmittance, absorptivity and reflectivity, as well as a linear function to describe the relationship between temperature and conductivity can be estimated by an inverse problems method. The deviation between the calculated and measured effective thermal conductivities is less than 4%. Using the material parameters so obtained for conduction and radiation, the heat transfer process in multilayer thermal insulation（MTI） is calculated and the deviation between the calculated and the measured transient temperatures at a certain depth in the multilayer thermal insulation is less than 6.5%.     

Human factors quantification via boundary identification of flight performance margin

A systematic methodology including a computational pilot model and a pattern recognition method is presented to identify the boundary of the flight performance margin for quantifying the human factors. The pilot model is proposed to correlate a set of quantitative human factors which represent the attributes and characteristics of a group of pilots. Three information processing components which are influenced by human factors are modeled： information perception, decision making, and action execution. By treating the human factors as stochastic variables that follow appropriate probability density functions, the effects of human factors on flight performance can be investigated through Monte Carlo（MC） simulation. Kernel density estimation algorithm is selected to find and rank the influential human factors. Subsequently, human factors are quantified through identifying the boundary of the flight performance margin by the k-nearest neighbor（k-NN） classifier. Simulation-based analysis shows that flight performance can be dramatically improved with the quantitative human factors.     

卫星在空间碎片撞击下的易损性分析方法研究

针对厘米/毫米级空间碎片对卫星的撞击风险评估,在对卫星部件的失效模式及影响分析（FMEA）的基础上,结合射线跟踪法和失效树分析法建立一种卫星目标的易损性分析方法,计算卫星在空间碎片撞击下导致不同损伤等级的系统失效概率PK/H。详细介绍了该易损性分析方法的总体思路和各项关键技术,并给出了应用实例。该方法可推广应用于载人航天器上,对于航天器的撞击风险评估和防护结构优化设计有重要意义。     

惯导系统参数重复性机理分析建模方法研究

针对惯导系统参数长期重复性提出了基于微观过程分析的机理研究和建模方法,可用于揭示惯导系统参数在多环境载荷作用下随时间推移发生变化的机理并建立相应的模型,能够有效指导惯导系统参数变化控制技术方法研究和性能参数变化加速试验方法研究,从而为解决惯导系统参数长期重复性问题奠定机理和模型基础。     

TC4-DT钛合金β锻动态再结晶元胞自动机模拟

通过对TC4-DT钛合金β单相区的等温恒应变速率压缩实验,分析合金的动态再结晶行为,并建立合金的动态再结晶的元胞自动机模型(CA模型)。在DEFORM-3D平台上,采用CA法模拟TC4-DT钛合金压缩过程中的显微组织演变。结果表明:随着应变量的增加动态再结晶的发生越来越充分;试样不同部位发生的动态再结晶程度有所不同,中心区域发生的动态再结晶更充分,很好地细化了原始组织;动态再结晶行为随着应变速率的增大而逐渐被抑制,但晶粒尺寸反而减小;模拟结果与实验结果相当吻合。