Determination of optimal samples for robot calibration based on error similarity

Industrial robots are used for automatic drilling and riveting.The absolute position accuracy of an industrial robot is one of the key performance indexes in aircraft assembly,and can be improved through error compensation to meet aircraft assembly requirements.The achievable accuracy and the difficulty of accuracy compensation implementation are closely related to the choice of sampling points.Therefore,based on the error similarity error compensation method,a method for choosing sampling points on a uniform grid is proposed.A simulation is conducted to analyze the influence of the sample point locations on error compensation.In addition,the grid steps of the sampling points are optimized using a statistical analysis method.The method is used to generate grids and optimize the grid steps of a Kuka KR-210 robot.The experimental results show that the method for planning sampling data can be used to effectively optimize the sampling grid.After error compensation,the position accuracy of the robot meets the position accuracy requirements.     

结构自适应序贯正则极端学习机时间序列预测及其应用

为提高初始小样本情况下时间序列在线预测的精度,提出了一种结构自适应序贯正则极端学习机(SA-SRELM)。该方法在在线序贯学习阶段,针对不同训练样本规模选择不同的递推方式对输出权值进行更新;同时,在训练样本达到一定规模后,为提高预测模型对系统的动态适应性,在加入新样本的同时对旧样本进行剔除,完成预测模型的训练。利用3种混沌时间序列预测实例对所提方法的有效性进行了验证。最后,将所提方法用于航空发动机排气温度预测中,结果表明该方法相对正则极端学习机(RELM)和序贯正则极端学习机(SRELM)方法具有更好的泛化性能,预测精度分别是二者的约6倍和2倍。     

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.     

复合材料层合结构低速冲击后的渗漏性能

对复合材料贮箱结构进行低速冲击试验,并测试冲击后贮箱结构的渗漏性能。试验结果表明,当层板内部的基体损伤和分层损伤构成贯穿的通路后即导致贮箱渗漏,并且贮箱结构的冲击能量渗漏门槛值介于23~25J之间。在试验基础上建立了有限元模型以分析冲击后贮箱结构的内部损伤情况,并判断结构是否渗漏,计算结果与试验吻合良好。在计算模型的基础上对曲面贮箱结构的冲击渗漏性能进行分析。     

基于最小曲率半径的软波导安全裕度校核方法

针对传统软波导安全裕度校核方法存在不够准确和/或计算量难以承受的缺陷,文章提出一种基于最小曲率半径的软波导安全裕度校核方法,分析其可行性、便利性及准确性,并给出具体的计算步骤.对同一个算例的分析结果表明,与传统方法相比,此方法可以更加准确地反映软波导的安全裕度.     

扩频测控信号大动态信息频域加载方法

针对静态扩频测控信号的大动态信息加载,提出一种基于数字化处理的频域高精度加载方法。方法采用不同的处理方法分别对两路信号加入动态信息,其中一路通过FFT和频谱搬移加入载波多普勒信息,另一路通过对扩频码进行延时处理得到包含动态信息的扩频码,并使用第二路信号对第一路信号进行调整,从而实现原始扩频测控信号的动态信息加载。仿真结果表明,方法可以保留原信号内载波和扩频码的相关性以及原始信号中可以反映信道等特性的噪声,同时实现动态信息的高精度加载。     

一种双层微带反射阵天线单元设计及应用

微带反射阵单元是组成微带反射阵的基本元素,其性能的好坏直接影响整个阵列的性能。针对微带反射阵天线带宽窄的问题,设计一种双层结构的圆环单元,研究不同结构参数对单元相位曲线的相移范围、平滑度以及谐振点位置的影响,并设计一个49单元的微带平面反射阵。仿真结果表明,此阵列频带宽,增益高,具有一定的工程应用价值。     

双元统一推进系统混合比调节技术研究

对空间液体推进系统的混合比调节技术进行了研究.根据闭环补气调节混合比原理,建立了补气调节混合比试验模型,研究了系统的流量特性.根据某同步轨道卫星平台推进系统的性能要求,给出了相应混合比的调节范围和对应的补气量,为混合比调节技术的实际工程应用提供了理论和试验依据.     

固体燃料空气涡轮火箭发动机工作模式

根据SP-ATR目前存在的燃气难以兼顾清洁和富燃的问题,文章提出将原本由1股燃气单独承担驱动涡轮和补燃功能的工作模式分解为由2股燃气分别担负驱涡和补燃功能的工作模式。通过对比分析该工作模式的SP-ATR和固冲发动机、涡喷发动机工作特点,提出了适合该形式SP-ATR的性能计算模型,得到其飞行包线,发现该SP-ATR工作包线宽广,可完全包含涡喷和固冲发动机的工作包线。在此基础上,计算得到了SP-ATR在不同空域和速度条件下的飞行性能及变化规律:(1)随飞行高度和速度的增加,其比冲、比推力增加,但性能随外弹道变化幅度较小,整个工作范围性能稳定;(2)在近地面和低空SP-ATR均可实现低空亚音速盘旋和5 km高度以上的超音速飞行,且在比冲高于6 700 N.s/kg,同时保持比推力大于1 100 N.s/kg;(3)高空SP-ATR工作高度速度范围宽,比冲性能与冲压发动机相当,比推力为冲压发动机的2倍,相同飞行速度条件下飞行高度增加比冲增加、比推力增加,具有在更高高度巡航潜力,高空性能优势明显。