Wasserstein距离在液体火箭发动机故障检测中的应用

健康监控技术能够切实提高液体火箭发动机的可靠性,针对液体火箭发动机健康监控中的故障检测问题,提出基于Wasserstein距离的方法,利用液氢液氧火箭发动机地面热试车数据进行验证。该方法的核心思想是利用Wasserstein生成对抗网络模拟正常数据的样本分布,利用其判别器计算测试样本与模拟分布间的Wasserstein距离,进而实现故障检测。结果表明:该方法能够克服故障数据不足的困难,有效检测稳态过程中的故障,没有发生误报警,且对早期异常有较高敏感性;在训练样本较少的情况下,当Wasserstein距离阈值为3σ时对启动过程的早期异常有较高敏感性,取5σ时仍可有效检测启动过程中的故障,误报警率为12.5%。     

围压下固体推进剂的破坏机理分析

贴壁浇筑的固体发动机推进剂药柱在点火状态下处于三向围压状态,而环向承受拉应变,亟待对围压下推进剂的破坏机理展开研究。基于自研的围压加载试验系统,通过开展推进剂在不同围压、温度和应变率下的单轴拉伸试验来研究围压、温度和应变率的耦合作用对推进剂力学行为的影响。针对围压下推进剂的力学响应特征,通过细观力学仿真进一步研究围压下推进剂的破坏形式,同时借助电镜扫描试验分析推进剂试样断面的形貌特征,通过试验和仿真相结合的手段分析了围压下推进剂的破坏机理。研究结果表明,围压下推进剂的损伤界面显著减少,且随着围压载荷的逐渐增加,推进剂的损伤形式从以颗粒脱湿为主转变为以颗粒破碎为主。     

Controllable combustion behaviors of the laser-controlled solid propellant

Microsatellites have been widely applied in the fields of communication,remote sensing,navigation and science exploration due to its characteristics of low cost,flexible launch mode and short development period.However,conventional solid-propellant have difficulties in starting and interrupting combustion because combustion is autonomously sustained after ignition.Herein,we proposed a new type of solid-propellant named laser-controlled solid propellant,which is sensitive to laser irradiation and can be started or interrupted by switching on/off the continuous wave laser.To demonstrate the feasibility and investigate the controllable combustion behaviors under different laser on/off conditions,the combus-tion parameters including burning rate,ignition delay time and platform pressure were tested using pressure sensor,high-speed camera and thermographic camera.The results showed that the increase of laser-on or laser-off duration both will lead to the decrease of propellant combustion performance during re-ignition and re-combustion process.This is mainly attributed to the laser attenuation caused by the accumulation of combustion residue and the change of chamber ambient temperature.Simultaneously,the multiple ignition tests revealed that the increased chamber ambient temperature after combustion can make up for the energy loss of laser attenuation and expansion of chamber cavity.However,the laser-controlled combustion performance of solid propellant displayed a decrease trend with the addi-tion of ignition times.Nevertheless,the results still exhibited good laser-controlled agility of laser-controlled solid propellant and manifested its inspiring potential in many aspects of space missions.     

独立分量分析在液体火箭发动机故障检测中的应用

针对液体火箭发动机试车中,因噪声干扰、不同源信号之间的混叠而造成的信号信噪比低、信号分析和特征提取难度大的问题,提出采用独立分量分析(ICA)法对液体火箭发动机试车信号进行分离,以提高信号的信噪比,并能实时反映各子系统工作过程,为数据分析、特征提取和故障检测与诊断提供可靠的信号。通过对某型液体火箭发动机热试车压强信号进行实例分析,验证了该方法的有效性。     

通用导弹告警设备的试验和研究

导弹在进攻时,其截面相当于一个偶极子天线或单根箔条,利用导弹对特定频率雷达信号的谐振特性来增大目标的散射截面积。通过反辐射导弹告警实验设备系统的实弹打靶试验,验证了该理论的正确性和可行性。     

两路相互注入锁定Nd:YAG激光器

通过锁定多模块输出激光相位实现激光功率扩展的相干合成技术是获得高能高光束质量光源的有效途径.本文分析了相互注入锁定相干合成的机理及其对激光器相干性的影响,利用偏振元件将两路独立的Nd:YAG激光器关联起来,解决了耦合过程中的损耗问题,实现了两路激光器的相互注入锁定,获得了总功率4.4W的部分相干激光输出,长曝光结果表明远场光斑峰值功率密度提高了1.4倍,对利用相干合成技术实现高能固体激光器技术进行了初步探索.     

Numerical studies on four-engine rocket exhaust plume impinging on flame deflectors with afterburning

This paper studies the four-engine liquid rocket flow field during the launching phase. Using three-dimensional compressible Navier-Stokes equations and two-equation realizable k-epsilon turbulence model, an impact model is established and flow fields of plume impinging on the two different shapes of flame deflectors, including wedge-shaped flame deflector and cone-shaped flame deflector, are calcu-lated. The finite-rate chemical kinetics is used to track chemical reactions. The simulation results show that afterburning mainly occurs in the mixed layer. And the region of peak pressure occurs directly under the rocket nozzle, which is the result of the direct impact of exhaust plume. Compared with the wedge-shaped flame deflector, the cone-shaped flame deflector has great performance on guiding exhaust gas. The wedge-shaped and cone-shaped flame deflectors guide the supersonic exhaust plume away from the impingement point with two directions and circumferential direction, respectively. The maximum pressure and temperature on the wedge-shaped flame deflector surface are 37.2% and 9.9% higher than those for the cone-shaped flame deflector. The results provide engineering guidance and theoretical significance for design in flame deflector of the launch platforms.     

A novel launch dynamics measurement system for multiple launch rocket system and comparative analysis with numerical simulations

In this paper,a novel launch dynamics measurement system based on the photoelectric sensor pair is built.The actual muzzle time(i.e.a time duration that originates from the initial movement to the rocket's departure from the muzzle)and the muzzle velocity are measured.Compared with the classical methods,the actual muzzle time is obtained by eliminating the ignition delay.The comparative analysis method is proposed with numerical simulations established by the transfer matrix method for multibody systems.The experiment results indicate that the proposed measurement system can effectively measure the actual muzzle time and reduce the error of classical methods,which match well with the simulation results showing the launch dynamics model is reliable and helpful for further analysis and design of the MLRS.