基于支持向量机和人工免疫的新结合算法

为了减少大规模数据的支持向量机的样本训练时间,提出了人工免疫（aiNet）和支持向量机（SVM）相结合的算法（ai—SVM）。aiNet能在进行样本压缩的同时抽取原始数据的相关信息并保持原始数据的样本分布。压缩后的样本组成了抗体网络,并在此抗体网络上构建了支持向量机模型。最后结合实际数据样本对ai—SVM算法进行了验证。结果表明,ai-SVM算法可大大减小训练样本集和训练代价,且不降低精度。     

Integrated design of topology and material for composite morphing trailing edge based compliant mechanism

The morphing trailing edge based compliant mechanism is a developing technology which can increase lift-drag ratio for variable flight modes by bending down the trailing edge. Composite material design is integrated into topology optimization for the morphing trailing edge based compliant mechanism in the paper. A two-step optimization strategy is established to solve the integrated design problem. Initially, lamination parameters are introduced and viewed as a bridge between structure stiffness and fiber angles for composite material. Design variables include the lamination parameters and element density. The least-squares between actual and desired displacements at output points along trailing edge is adopted to evaluate the deformed capability of the trailing edge. An integrated optimization model for the composite morphing trailing edge is established with the volume constraints. The optimal topologic shape and lamination parameters are initially obtained. Subsequently, a least-squares optimization between fiber angles and the optimal lamination parameters is implemented to obtain optimal fiber angles. Finally, morphing capability of composites trailing edge based compliant mechanism is investigated by simulation and experiments. The results indicate the composites trailing edge based compliant mechanism can approximately bend down 8 degrees and satisfies the design requirement.     

Strong interactions of incident shock wave with boundary layer along compression corner

The coherent structure and instability of the interaction of incident shock wave with boundary layer developing on a compression corner are experimentally studied. The experiments are carried out in a supersonic wind tunnel of Mach number 2. Particular attention is paid to shock patterns and unsteady shock motions induced by the separation bubble. The high-speed schlieren is used to visualize the flowfield evolution and to characterize the instability. The snapshot proper orthogonal decomposition of schlieren sequences is applied to investigate the primary coherent structure in the flowfield. Fast Fourier transform and continuous wavelet transformation are applied to characterize the instability. The results show that there are large-scale low-frequency oscillations of the shock waves and small-scale high-frequency pulsations in the separation region. The peak frequency of shock oscillation is mainly concentrated in the range of 100–1000 Hz. The pulsation of the small flow structure in the separation bubble is mainly concentrated above 12.5 kHz. Based on the results of experimental analysis, the preliminary mechanism of the large-scale instability of such interaction is obtained.     

Positioning error compensation for parallel mechanism with two kinematic calibration methods

Compared with serial mechanisms, the parallel mechanism (PM) theoretically exhibited higher positioning accuracy, dynamic performance, strength-to-weight ratio, and lower manufacturing cost, but they had not been widely used in the practical application. One key issue, positioning accuracy, which directly affected their performance and was greatly influenced by the errors of kinematic structure parameters was analyzed. To effectively enhance the positioning precision of PMs, a novel modeless kinematic calibration method, namely the split calibration, was presented and its compensation effect of the positioning error was comprehensively compared with that of an integrated method on two different types of PMs. A strange phenomenon-correct and incorrect identified results were derived from two different PMs by the same integrated method, respectively-which had not been reported yet was discovered, and the origin of it was revealed utilizing numerical simulations. Finally, respective merits and drawbacks of these two methods obtained in this paper provided underlying insights to guide the practical application of the kinematic calibration for PMs.     

基于力位协同控制的大飞机机身壁板装配调姿方法

为校正中机身壁板由于重力和调姿内力产生的变形，提高中机身壁板装配调姿精度，提出了一种基于力位协同控制的装配调姿方法。通过将调姿机构等效为并联机构，推导了调姿机构的解析正反解模型；根据螺旋理论，建立了力传感器测量值与重力、调姿内力之间的映射关系，实现重力补偿值的动态计算，基于局部刚体-弹性连接假设，通过多元线性回归方法构建了调姿内力转化为位置补偿量的模型；根据Clamped-Free变形协调原理，简化了定位器调姿内力之间的协调关系，在此基础上提出了重力前馈补偿和调姿内力转化为位置补偿的力位协同控制策略，并对其进行了理论分析与设计。最后，对所提出的控制策略进行了仿真分析，结果表明采用力位协同控制方法，调姿定位精度提高35.3%，调姿内力降低77.8%，通过应用实验，说明了该方法的可行性和有效性。     

非圆截面变体头锥机构设计与运动仿真分析

设计具有变形能力的飞行器结构,通过主动改变其气动外形是提高空天飞行器飞行能力和环境自适应性的有效途径。本文提出了一种可实现单侧弯曲与多级伸展变形的空天飞行器非圆截面变体头锥机构设计方法,可独立进行头锥的多级伸展及弯曲运动,实现变体形式多样化;通过在伸展机构级间设计锁定装置,保证了头锥变形的展开稳定性。结合飞行工况,计算了头锥伸展过程中所受载荷及所需驱动力。头锥伸展及弯曲运动仿真结果论证了方案的可行性。在给定驱动模式下头锥机构的轴向最大伸展位移与体长比为0.43,伸展弯曲比可达3.5。通过分析变形过程的位移、速度及加速度变化规律发现,所设计的变体头锥机构可实现较好的运动特性和运动平稳性。     

Multi precursors analysis associated with the powerful Ecuador (MW = 7.8) earthquake of 16 April 2016 using Swarm satellites data in conjunction with other multi-platform satellite and ground data

After DEMETER satellite mission (2004–2010), the launch of the Swarm satellites (Alpha (A), Bravo (B) and Charlie (C)) has created a new opportunity in the study of earthquake ionospheric precursors. Nowadays, there is no doubt that multi precursors analysis is a necessary phase to better understand the LAIC (Lithosphere Atmosphere Ionosphere Coupling) mechanism before large earthquakes. In this study, using absolute scalar magnetometer, vector field magnetometer and electric field instrument on board Swarm satellites, GPS (Global Positioning System) measurements, MODIS-Aqua satellite and ECMWF (European Centre for Medium-Range Weather Forecasts) data, the variations of the electron density and temperature, magnetic field, TEC (Total Electron Content), LST (Land Surface Temperature), AOD (Aerosol Optical Depth) and SKT (SKin Temperature) have been surveyed to find the potential seismic anomalies around the strong Ecuador (M_w = 7.8) earthquake of 16 April 2016. The four solar and geomagnetic indices: F10.7, D_st, K_p and a_p were investigated to distinguish whether the preliminary detected anomalies might be associated with the solar-geomagnetic activities instead of the seismo-ionospheric anomalies. The Swarm satellites (A, B and C) data analysis indicate the anomalies in time series of electron density variations on 7, 11 and 12 days before the event; the unusual variations in time series of electron temperature on 8 days preceding the earthquake; the analysis of the magnetic field scalar and vectors data show the considerable anomalies 52, 48, 23, 16, 11, 9 and 7 days before the main shock. A striking anomaly is detected in TEC variations on 1 day before earthquake at 9:00 UTC. The analysis of MODIS-Aqua night-time images shows that LST increase unusually on 11 days prior to main shock. In addition, the AOD variations obtained from MODIS measurements reach the maximum value on 10 days before the earthquake. The SKT around epicentral region presents anomalous higher value about 40 days before the earthquake. It should be noted that the different lead times of the observed anomalies could be acknowledged based on a reasonable LAIC earthquake mechanism. Our results emphasize that the Swarm satellites measurements play an undeniable role in progress the studies of the ionospheric precursors.     

磁等离子体推力器工作机理与应用前景研究

研究了发动机能量输入、工质电离、等离子体加速及能量转换过程及机理,同时分析了磁等离子体推力器在空间推进任务中的应用前景.研究表明磁等离子体推力器主要利用电磁力加速和磁喷管的能量转换作用来实现加速,这种方式在大功率条件下,能够获得大推力、高功率和较长工作时间,在大功率轨道航天器和深空任务中有广阔的应用前景.     

反应机理对湍流预混值班火焰稳燃影响的研究

针对反应机理对湍流预混值班火焰稳燃的影响,使用大涡模拟(LES)耦合输运概率密度(PDF)方法模拟了湍流射流火焰的燃烧流场。化学反应过程采用被广泛应用的SMOOKE (16组分,46步)和DRM22 (22组分,104步)机理,概率密度输运的确定采用欧拉随机场来实现。计算结果表明,LES/PDF模型可以准确地模拟该类火焰的速度分布,火焰褶皱等结构。反应机理的点火延迟时间的准确与否是模拟值班射流火焰的关键,预混射流出口处的小尺度掺混引起的点火和火焰传播过程是值班射流火焰稳燃的关键。     

低速风洞动态试验的高速并联机构设计及动力学分析

为模拟飞行器多自由度(DOF)风洞试验,设计并制造了一种用于低速风洞试验的高速并联六自由度机构,综合分析需求和机构的约束条件,确定机构的结构参数,并分析和总结了该机构的特点。使用ANSYS软件计算系统的固有频率,得到系统极限位置的振动响应。利用ADAMS软件对机构进行柔性动力学仿真,模拟机构在高速运动时紧急制动的动力特征,比较分析刚性和柔性制动的冲击载荷,总结出机构高速制动的特点,所分析结果在机构的设计和实际应用中具有重要的意义。实际运行表明:并联机构可实现单自由度和多自由度耦合运动,具有大工作空间(振幅可达30°/500mm)、高运动精度(达0.05°/0.5mm)和高速(达5m/s)等特点,并具有较高的运动性能,满足风洞试验要求。