基于图和子图同构算法的制造特征识别方法

针对传统制造特征难以快速识别的难题,提出了基于图和子图同构算法的制造特征识别方法。通过提取零件模型中的几何信息与拓扑信息,构造出加权属性邻接图,对零件模型进行精准描述,为建立制造特征库,定义了文件数据的存储结构,结合子图同构算法以及相关判定规则实现对常见制造特征的识别与匹配。以Creo软件中生成的零件模型为例,在VS2010平台中进行二次开发,最后以界面窗口形式展示识别结果,验证了该方法的有效性。     

纺丝工艺对炭纤维缠绕复合材料强度转化率的影响

通过不同纺丝工艺的聚丙烯腈基炭纤维表面状态、NOL环及Φ150 mm容器的实验研究,分析了不同纺丝工艺对湿法缠绕复合材料聚丙烯腈基炭纤维强度转化率的影响。结果表明,干喷湿纺炭纤维比湿法纺丝Φ150 mm容器环向纤维强度转化率要高出11.9%~15.4%,湿法纺丝的炭纤维复合材料NOL环层间剪切强度要比干喷湿纺炭纤维复合材料高7.4~34.1 MPa。因此,干喷湿纺的炭纤维可应用于固体火箭发动机缠绕壳体、压力容器等主要承受拉伸应力的领域,可充分发挥其纤维强度;而湿法纺丝工艺制成的炭纤维与树脂基体结合紧密,利于载荷的传递,可应用于承受压缩剪切等复杂载荷的领域,从而发挥这两种纤维各自不同优势。     

弧齿锥齿轮啮合迹方向角的主动设计方法

为了实现弧齿锥齿轮设计规定的啮合迹方向,以局部综合法为基础,结合轮齿接触分析技术和无约束优化方法,进行弧齿锥齿轮啮合迹方向角的主动设计,给出了1种实现齿面参考点处啮合迹目标方向角的设计方法。通过1对弧齿锥齿轮的实例演示,论证了该方法对弧齿锥齿轮啮合迹方向角进行主动设计的可行性。结果表明:局部综合法中的输入啮合迹方向角必须小于旋转轴平面中规定的角度;在调整啮合迹方向角的过程中,传动误差曲线没有发生畸变。     

基于DDPG-PID的机器人动态目标跟踪与避障控制研究

针对机器人在动态复杂环境下的操作问题,研究机械臂跟踪运动目标及避障的运动控制方法。采用传统PID控制方法与DDPG强化学习算法相结合的方式,利用PID控制使得机械臂的工作平面快速接近目标物并与之重合,再使用DDPG算法让机械臂在平面内自主学习追踪目标物投影同时避开障碍物投影,最终在三维空间中实现跟踪与避障。该方法将机械臂作为一个智能体,智能体通过感知目标物和障碍物的距离偏差来自主学习避障跟踪策略。将本方法用于多自由度机械臂路径规划与避障任务中,对比单纯使用DDPG算法将机械臂作为智能体在空间中进行决策控制,仿真结果显示本文所提出的方法收敛效果和控制性能更好,机械臂能在训练后实现目标物的稳定跟踪和障碍物的躲避。     

机载超轻量化卷积神经网络加速器设计

卷积神经网络庞大的权重参数和复杂的网络层结构,使其计算复杂度过高,所需的计算资源和存储资源也随着网络层数的增加而快速增长,难以在资源和功耗有严苛要求的机载嵌入式计算系统中部署,制约了机载嵌入式计算系统朝着高智能化发展。针对资源受限的机载嵌入式计算系统对超轻量化智能计算的需求,提出一套全流程的卷积神经网络模型优化加速方法,在对算法模型进行超轻量化处理后,通过组合加速算子搭建卷积神经网络加速器,并基于FPGA开展网络模型推理过程的功能验证。结果证明：本文搭建的加速器能够显著降低硬件资源占用率,获得良好的算法加速比,对机载嵌入式智能计算系统设计具有重要意义。     

Satellite and ground detection of very dense smoke clouds produced on the islands of the Paraná river delta that affected a large region in Central Argentina

Intense fires were produced on the Paraná river delta islands, Argentina, during most part of 2008, by a combination of an exceptionally dry period and the farmers’ use of a fire land-cleaning technique. In April 2008, those fires significantly affected the nearby regions and their inhabitants, from Rosario city to Buenos Aires mega-city. In this work we present satellite as well as ground Aerosol Optical Depth (AOD) at 550 nm data obtained during the propagation of pollution clouds to the central zone of Argentina. The highest value (1.18) was registered at Buenos Aires by atmospheric remote sensing, using the satellite instrument MODIS/Terra on April 18th 2008 at 10:35 local time (= UT − 3 h). On the same day, ground air quality detectors also measured in this city the highest Total Suspended Particle (TSP) value of the month, 2.02 mg/m³. The AOD(550) daily variation at Rosario Astronomical Observatory, which is located near the Paraná riverside, was derived by combining solar ultraviolet erythemal irradiance data (measured with a YES biometre) with model calculations. On April 25th 2008, from 12:00 to 15:30 local time, a rather high and constant AOD(550) value was registered, with a mean value of (0.90 ± 0.21). Cities located on the side of the Rosario–Buenos Aires highway (San Nicolás, Baradero and San Pedro) were also affected, showing a mean AOD(550) between the Rosario and Buenos Aires values. The particulate matter was collected with gridded samplers placed on the Paraná river islands as well as at the Rosario Observatory. They were analysed with a Scanning Electron Microscope (SEM) and mainly showed a biological origin. Even if normally large particles travel small distances from the source, organic aerosol in the range of 40–100 μm and complex asymmetric structures were registered several kilometres away from the aerosol sources on the islands. Another event of intense UV index attenuation (98.6%) occurred on September 18th 2008, due to very dense smoke clouds that extended over the Rosario area for several hours. The clouds were driven away from the fires by East–northeast and East–southeast winds. The minimum value of this index measured around noon allows to derive a maximum AOD(550)_max = (3.65 ± 0.90) at 12:45 local time. Soot clouds extended over the Paraná river, transporting Burned Biomass Debris (BBD) that deposited on Rosario. In particular, burned leaves and small branches with dimensions of 1–20 cm were collected. The mean (BBD) particles deposited on the ground from 7:00 to 19:00 local time were (0.92 ± 0.20) BBD/(m² h).     

Multi-objective Optimization Method for Automatic Drilling and Riveting Sequence Planning

 There are numerous riveting points on the large-sized aircraft panel, irregular row of riveting points on delta wing. It is es-sential to plan the riveting sequence reasonably to improve the efficiency and accuracy of automatic drilling and riveting. Therefore, this article presents a new multi-objective optimization method based on ant colony optimization (ACO). Multi-objective optimization model of automatic drilling and riveting sequence planning is built by expressing the efficiency and accuracy of riveting as functions of the points’ coordinates. In order to search the sequences efficiently and improve the quality of the sequences, a new local pheromone updating rule is applied when the ants search sequences. Pareto dominance is incorporated into the proposed ACO to find out the non-dominated sequences. This method is tested on a hyperbolicity panel model of ARJ21 and the result shows its feasibility and superiority compared with particle swarm optimization (PSO) and ge-netic algorithm (GA).     

CLVD 法制备C/C复合材料工艺探索研究

研究了采用化学液气相沉积法制备C／C复合材料的工艺过程，分析了不同预制件、温度、浸泡时间等工艺参数对致密速度、效果的影响，并总结出了一套快速高效的致密方法。     

Local-time variations of geomagnetic disturbances during intense geomagnetic storms and possible association with their interplanetary causes

In the present paper the local-time variations in the disturbance of the geomagnetic-field horizontal component (H) for eight intense geomagnetic storms that occurred during the descending phase of solar cycle 23 have been analyzed. The study was based on the plot of contour lines of the H-depletion intensity in the plane local time versus universal time (LT–UT maps) with the objective of observing how the morphology and evolution of the ring current is mapped into the surface of the Earth in presence of intense geomagnetic storms.     

CONTROL OF TWO DIMENSIONAL JETS USING MINIATURE ZERO MASS FLUX JETS

Zero mass flux jets, synthesized by acoustic actuators, have been used for the purpose of jet mixing enhancement and jet vectoring. Zero mass flux jets composed of entirely entrained fluid allow momentum transfer into the embedding flow. In the present experiments, miniature-scale high aspect ratio actuator jets are placed along the long sides and near the exit plane of a primary two-dimensional jet. In different modes, the primary jet can be vectored either towards or away from the actuator jets and the jet mixing is enhanced. The disturbance of the excitation frequency is developed while the unstable frequency of the primary jet is completely suppressed.