Method for denoising and reconstructing radar HRRP using modified sparse auto-encoder

A high resolution range profile (HRRP) is a summation vector of the sub-echoes of the target scattering points acquired by a wide-band radar. Generally, HRRPs obtained in a non-cooperative complex electromagnetic environment are contaminated by strong noise. Effective pre-processing of the HRRP data can greatly improve the accuracy of target recognition. In this paper, a denoising and reconstruction method for HRRP is proposed based on a Modified Sparse Auto-Encoder, which is a representative non-linear model. To better reconstruct the HRRP, a sparse constraint is added to the proposed model and the sparse coefficient is calculated based on the intrinsic dimension of HRRP. The denoising of the HRRP is performed by adding random noise to the input HRRP data during the training process and fine-tuning the weight matrix through singular-value decomposition. The results of simulations showed that the proposed method can both reconstruct the signal with fidelity and suppress noise effectively, significantly outperforming other methods, especially in low Signal-to-Noise Ratio conditions.     

基于滑模控制的剖面跟踪制导律

针对高超声速飞行器滑翔段的高精度制导问题，考虑复杂多约束条件以及干扰和不确定因素的影响，设计了一种基于全局积分滑模控制的剖面跟踪制导方法。首先，将多重约束转化为阻力加速度-速度（D-V）平面内的再入走廊；然后，以终端精度和总吸热量为性能指标，采用分段函数的形式优化设计出一条标准D-V剖面；再基于简化的动力学模型，推导得到关于阻力加速度微分和速度的二阶非线性模型；最后，基于滑模控制理论，设计全局积分滑模面和指数趋近律，获得控制量幅值大小，并结合侧向方位误差走廊确定控制量符号，从而实现对标准剖面的有效跟踪。采用CAV-H滑翔再入模型进行数值仿真，分析验证了提出的基于滑模控制的剖面跟踪制导律具有较好的跟踪性能和精度。     

基于改进A~*算法的进离场航线网络3D规划

为提高终端空域航线设计的自动化水平,对进离场航线进行了研究。针对独立航线规划,提出角度扩展航路点搜索方法,提高算法运行效率。选取水平剖面经济性最优为目标函数,垂直剖面满足最优爬升/下降剖面,实现3D航线网络规划。实例结果表明,在保证航线安全性、经济性的同时,算法运行稳定,效率明显提高。     

一种航空发动机轮盘尺寸与重量预估方法

为了在航空发动机总体设计阶段准确快速的预估轮盘转子的重量,正确把握轮盘结构形式的发展趋势,建立基于等强度型面的轮盘尺寸设计和重量预估模型并开发计算程序,利用程序对某型涡扇发动机的轮盘转子进行重量预估,研究在不同轮盘中心孔半径、不同叶片应力参数(AN2)值下的轮盘尺寸和重量的变化规律,研究轮盘重量在不同轮盘中心孔半径、不同AN2值下随转子叶片材料的变化。结果表明:在满足一定的强度负荷限制和结构限制的条件下,存在轮盘应力和轮盘中心孔半径的最优组合,使得轮盘重量最小;转子叶片采用密度更小的新材料后,轮盘的中心孔半径增大,进而可能演化为叶环结构,转子部件重量大幅下降。     

LY12铝合金型材粗晶对性能的影响

介绍了LY12铝合金型材低倍粗晶及细晶状态下的性能对比试验情况 ,并得出了试验结论 ,为今后对呈现低倍组织粗晶的LY12或其他类似的铝合金型材审理使用提供了技术依据     

On Stabilizing Role of Parallel Inhomogeneous Flow on Low-frequency Space Fluctuations

A fundamental reality throughout the space plasma is the existence of magnetic field-aligned flows. It is usually believed that the spatial transverse shear in the parallel flow destabilizes many low frequency oscillations and this may be the origin of low frequency oscillations in the ionosphere (V. V. Gavrishchaka et al., 1998, Phys. Rev. Lett., 80, 728 and Phys. Rev. Lett.: 2000, 85, 4285). Here we show that this notion of destabilizing influence of the shear in the parallel flow can be changed altogether if one takes the effect of the flow curvature (second spatial derivative) into account. The transverse curvature in the parallel flow can overcome the destabilizing influence of the shear and can render the low frequency modes stable. It is shown that unlike flow shear the effect of flow curvature is sign- and mode-dependent. This revised version was published online in August 2006 with corrections to the Cover Date.     

双齿气体循环泵基本几何理论和容积计算

以数学几何理论为基础,通过坐标变换和包络条件推导了阴阳转子的基本型线方程,建立了双齿气体循环泵的数学模型。研究了阴阳转子相互啮合时啮合点位置随阴转子转角的变化关系。采用了线积分的计算方法推导出工作容积的基元面积随转角的变化关系,可简化工作容积的计算难度。结果表明:在转角为0和π的时候,阴阳转子会形成一个封闭的无效区域导致了工作腔的基元面积随转角变化过程中的突升和突降。在吸气结束时,由于吸气腔相较于排气腔多了一个与吸气口相连的部分导致了基元面积的突降。这些基本几何理论的建立可为双齿气体循环泵的应用打下一定的理论基础。     

嫦娥五号探测器系统级电性能测试设计与实践

针对嫦娥五号探测器综合测试中遍历在轨飞行状态引发的全面覆盖难度大,任务剖面及关键环节多引发的模拟飞行及健壮性测试要求高等问题,提出并实践了状态遍历及增量式集成的系统级测试方法,测试设计按照分状态分阶段分剖面的多层次验证策略,探索出了一套从"最基本启动,增量式叠加,分步骤集成"的整体性测试与验证的解决方案,达到了在项目早期将系统验证工作置于真实环境下开展测试评估的效果。同时也解构了探测器组成复杂,器间交互多,器内耦合多的系统级全覆盖难题。引入非侵入式监测技术解决了特定任务剖面及系统级条件下关键动作高保真数据获取的难题。与阿波罗载人登月相比,嫦娥五号探测器系统级测试设计实现了测试与评估可靠性活动在整器研制环节的流程左移,体现了中国航天器研制技术的特点。     

Optimal multi-site selection for a PV-based lunar settlement based on a novel method to estimate sun illumination profiles

Recently, space organizations have considered the Moon to host lunar bases. Such bases require power and energy to function. However, the efficient and safe use of the energy resources on the Moon is a huge challenge. Space photovoltaic (PV) power systems are appealing technologies due to their maturity and high solar energy availability at some locations on the Moon. The effectiveness of these PV systems depends on their selenographic location, which might necessitate the deployment of energy storage technologies to cover the base’s energy demand. Some analysts have proposed the installation of PV modules on kilometers-tall towers near the lunar poles to harvest more solar energy and limit the need for energy storage systems (ESSs). Alternatively, this paper proposes to harvest the energy from multiple sites in the lunar South Pole region using a novel technique to compute the Sun illumination profile and the LOLA topographic databases to compute the terrain elevations. The proposed algorithm seeks the most optimal configuration of sites and tower heights to minimize the longest night period and total distance between the sites. This study assesses groups of 1 to 6 sites assuming the use of towers having heights of 10, 100, and 500 [m]. The time horizon for the analysis is one Axial Precession Cycle, which is approximately 18.6 years. According to the results, a system of two sites with a separation of 42.05 [km] and towers of 500 [m] height has a maximum darkness period of only 3 [h] while another solution proposes a system of three sites with towers of 10 [m] that removes the need of EES (solar eclipse periods by the Earth are not considered). The proposed technique is suitable for engineering applications, such as base planning and operation management.     

高负荷风扇转子叶片反问题设计

为改进高负荷风扇转子性能,采用了一种工程适用的叶片反问题设计方法。该方法使用粘性CFD与数值优化相结合,适合具有高进口马赫数、高逆压梯度流动特征的高效叶型设计,并应用二维叶型反问题加三维积叠的叶片设计思路,充分继承了已有的基元叶型积叠准则,极大地缩短了计算时间。利用发展的反问题设计平台,完成了叶片的反问题设计。三维数值模拟结果表明:反问题设计的转子叶片能较好地控制转子尖部激波结构,减小激波损失,提高效率,增大稳定裕度。