火箭发动机基于神经网络非线性辨识的故障检测

应用神经网络方法，提出了一种液体火箭发动机故障实时检测算法。神经网络采用非线性辨识技术贴近发动机的工作过程，并输出包合发动机故障信息的辨识误差信号。若辨识误差变大超过一定阈值，检测逻辑就预报发动机故障。在发动机启动阶段离线训练神经网络，在发动机稳态过程可以采用离线或在线学习算法。实验研究表明神经网络可以成功地应用于大型泵压式液体火箭发动机的故障检测。     

基于小波包和Elman神经网络的液压泵故障诊断

针对液压泵出口故障检测信号信噪比低、难以进行故障特征提取的特点,及 传统的BP网络进行故障诊断时网络学习具有收敛速度慢和学习、记忆不稳定的缺陷,提出了 一种将小波包变换和改进Elman神经网络相结合,进行液压泵故障诊断的新方法.利用具有 紧支结构的小波函数对信号进行分解,削减小波系数以滤除信号中的噪声;单支重构以有效 提取各频带的故障特征,并以频带能量作为识别故障的特征向量;应用改进的Elman神经网 络建立从特征向量到故障模式之间的映射,实现液压泵故障分类.试验结果表明,采用小波 包和改进Elman神经网络相结合的方法可有效的实现液压泵故障的诊断.      

多元线性回归的预测建模方法

根据历史的样本数据,建立多元线性回归的预测模型;从而在不需要未来样本数据的情况下,预测未来时刻多元线性回归模型中的回归参数,以及主要的模型精度评估指标.对多元线性回归模型参数的预测,转化为对其变量集合的增广矩阵的叉积阵的预测.对叉积阵进行谱分解,利用高维群点主轴旋转的预测建模方法,通过Givens变换得到特征向量矩阵的转角值,对自由取值的转角以及特征值建立预测模型.仿真实验例示了该方法的主要计算步骤;计算结果显示,利用本模型得到的拟合值精度较高,预测值真实可信.最终计算结果和实验结果吻合较好,表明这种方法可以用于分析和预测众多领域中因变量对自变量的回归关系问题.      

基于二次调节原理的力矩负载模拟器中压力波动的补偿

 基于静液二次调节原理的力矩负载模拟器具有能够连续高速旋转和无多余力矩的特点。在恒压网络中,二次元件的力矩输出与其斜盘倾角成正比,即：如果系统压力出现波动,也将导致输出力矩的波动。导致系统压力变化的原因可能是油源压力脉动,但更主要是负载的变化。为了研究压力波动的影响及补偿,建立了基于静液二次调节原理的力矩负载模拟器,给出了仿真参数,并在此基础之上进行了仿真研究。为了提高力矩跟踪精度,提出利用斜盘倾角传感器和系统压力传感器来进行压力补偿,可有效地将系统压力波动对于力矩输出的影响抑制到20%左右。仿真和试验验证了此补偿方法的有效性。     

环境严酷性指数腐蚀当量方法及其应用研究

 建立统一的腐蚀损伤环境变量——环境严酷性指数（ESI）,并研究其在飞机结构耐久性设计中的应用。在材料/结构腐蚀与单一环境类型/要素/强度关系基础上,按照《由电化学测量值计算腐蚀率和相关量的标准方法》(ASTM G102 89),引入并给出相应的ESI,并在一定工程假设下,给出在综合环境(由不同环境类型/要素/强度组成)作用下的ESI。同时,在腐蚀损伤等效原则下,用标准的环境类型/要素/强度及其作用时间当量化地表征综合环境及相应的作用时间(即环境谱),为环境加速试验环境当量提供依据并形成环境当量谱以应用于飞机结构耐久性设计中的腐蚀防护与控制(EEF),评估结构的检查周期/日历寿命。根据相关试验结果计算了典型金属材料在不同环境中的环境严酷性指数及环境当量化系数(EEF), 给出了环境简化或折算的算例。     

学生成绩随机后台查询系统

本文分析了ＷＩＮＤＯＷＳ９５的通信体系结构,并将ＶＩＳＵＡＬ ＶＯＩＣＥ ＦＯＲ ＴＡＰＩ控件,通过ＶＩＮＤＯＷＳ９５支持的ＯＬＥ（对象的链接与嵌入）机制,将它嵌入到由ＶＩＳＵＡＬ ＢＡＳＩＣ开发的应用程序中,从而实现了学生成绩随机后台查询。     

Analysis on Potential Conflict Frequency of Intersected Air Routes in Terminal Airspace Design

In order to obtain accurate conflict risks in terminal airspace design, the concept and calculation model of potential conflict frequency for intersected routes are proposed. Conflict frequency is represented by the product of horizontal conflict frequency and vertical conflict probability. The horizontal conflict frequency is derived from the probability density distribution of conflicts in a period of time. Based on the recorded radar trajectory data, the concept and model of ROUTE distance are proposed, and the probability density function of aircraft height at a specified ROUTE distance is deduced by kernel density estimation. Furthermore, vertical conflict probability and its horizontal distribution are achieved. Examples of three intersected arrival and departure route design schemes are studied. Compared with scheme 1, the conflict frequency values of the other two improved schemes decrease to 53 % and 24%, respectively. The results show that the model can quantify potential conflict frequency of intersec ted routes.     

空间交会对接CCD光学成像敏感器光学特性

以辐射度量为标准,建立了CCD像机探测合作目标光功率模型以及功率方程,得到了所需合作目标光功率与CCD像机参数的制约关系,分析了CCD像机探测到光点所占像元数与传输距离之间的关系。用超焦距方法解决了CCD像机对有限远距离范围内工作时的成像清晰度问题,采用了像方远心光路设计解决了系统测量精度问题。研究了太阳光进入CCD像机视场和照射对接口反射后对CCD像机产生的影响。     

An equivalent ground thermal test method for single-phase fluid loop space radiator

Thermal vacuum test is widely used for the ground validation of spacecraft thermal control system. However, the conduction and convection can be simulated in normal ground pressure environment completely. By the employment of pumped fluid loops’ thermal control technology on spacecraft, conduction and convection become the main heat transfer behavior between radiator and inside cabin. As long as the heat transfer behavior between radiator and outer space can be equivalently simulated in normal pressure, the thermal vacuum test can be substituted by the normal ground pressure thermal test. In this paper, an equivalent normal pressure thermal test method for the spacecraft single-phase fluid loop radiator is proposed. The heat radiation between radiator and outer space has been equivalently simulated by combination of a group of refrigerators and thermal electrical cooler(TEC) array. By adjusting the heat rejection of each device, the relationship between heat flux and surface temperature of the radiator can be maintained. To verify this method,a validating system has been built up and the experiments have been carried out. The results indicate that the proposed equivalent ground thermal test method can simulate the heat rejection performance of radiator correctly and the temperature error between in-orbit theory value and experiment result of the radiator is less than 0.5 C, except for the equipment startup period. This provides a potential method for the thermal test of space systems especially for extra-large spacecraft which employs single-phase fluid loop radiator as thermal control approach.     

Vision-based bio-inspired guidance law for small aerial vehicle

During predation, a flying insect can form a stealth flight path. This behavior is called motion camouflage. Based on the study results of this behavior, the perception and neurology of flying insects, a novel bio-inspired guidance law is proposed for the terminal guidance for small aerial vehicle with charge-coupled device imaging seekers. The kinematics relationship between a small aerial vehicle and target is analyzed, and a two-dimensional guidance law model is established by using artificial neural networks. To compare with the proportional guidance law, the numerical simulations are carried out in the vertical plane and in the horizontal plane respectively. The simulation results show that the ballistic of the small aerial vehicle is straighter and the normal acceleration is smaller by using the bio-inspired guidance law than by using the proportional guidance law. That is to say, the bio-inspired guidance law just uses the information of the target from the imaging seeker,but the performance of it can be better than that of the proportional guidance law.