Structural optimization of the cross-beam of a gantry machine tool based on grey relational analysis

Crossbeam structural design of gantry machine tool is a multi-level, multi-index and multi-scheme decision-making problem. In order to solve the above problem, the optimum seeking model of crossbeam structure was built through using the grey relational analysis and Analytic Hierarchy Process. The finite element analysis of the static and dynamic performance parameters for four kinds of crossbeam structural schemes designed had been done, and the optimal design scheme was selected by using the optimum seeking model. After conducting sensitivity analysis for the optimal crossbeam selected, the reasonable design variables were obtained, and the dynamic optimization design model of crossbeam was established. Six groups of non-inferior solutions were obtained after solving the optimization design model. The optimal solution was selected from the non-inferior solution set through using the crossbeam structural optimization method based on grey relational analysis again, which makes the crossbeam’s dynamic performance improving greatly. The dynamic experiments on the crossbeams before and after optimization design were conducted, then the experimental results show that the first four order natural frequencies of the crossbeam increase 17.56 %, 19.36 %, 17.04 % and 19.58 % respectively, which proves that the structural optimization design method based on grey relational analysis proposed in this paper is reasonable and practicable.     

基于UML的职业技能竞赛管理平台建模研究

随着职业技能竞赛活动逐年增多,规模不断扩大,传统的管理方法不再适应竞赛主办单位、承办单位以及参赛单位的需求。在分析职业技能竞赛管理需求的基础上,完成了功能模块的设计,并运用基于面向对象的统一建模语言(UML),完成了职业技能竞赛管理平台设计的可视化表达。     

空中预警机三维图像物体检测模型仿真

在当前的空中预警机三维视觉检测中,在进行高空深层视觉检测中,自然环境中会出现大量的检测物,对需要进行三维视觉建模检测的物体形成阴影遮挡干扰.提出了一种新的空中预警机三维图像物体检测方法.把检测过程中遮挡干扰当成一种噪声因素,根据因式分解的相关理论,建立空中预警机三维视觉模型.根据不同遮挡干扰特征点在空中预警机三维视觉建模过程中所占的比率不同,根据非线性滤波原理,设置空中预警机三维视觉对象图像的像素,构建非线性滤波窗口构成的序列,对该空中预警机三维视觉模型进行滤波处理,去除遮挡干扰.实验结果表明,该算法进行空中预警机三维视觉检测,精度达到要求,有一定的实际应用价值.     

Excel VBA在对口中职招生考试中的应用

通过对Excel进行适当的设置,函数合理应用以及结合VBA编程,针对对口中职招生考试的实际情况,设计完成了一个界面友好、使用方便、高效的绿色电子答题平台.重点对Excel数据安全作了阐述和设计,在实际应用中取得了较好的效果.     

一种新的基于隐喻地图的RPA路径规划算法

智能化地制定机器人流程自动化(robotic process automation, RPA)执行路径有利于企业节约相关人力成本以及提高RPA的推广,提出基于改进深度双Q网络(double deep Q-learning algorithms, DDQN)算法进行RPA路径规划。首先针对存在RPA的作业环境即Web页面,不满足深度增强算法的探索条件的问题,借助隐喻地图的思想,通过构建虚拟环境来满足路径规划实验要求。同时为了提高DDQN算法探索效率,提出利用样本之间的位置信息的杰卡德系数,将其作为样本优先度结合基于排名的优先级(rank-based prioritization)构建新的采样方式。通过随机采用任务样本在虚拟环境上进行验证,证明其符合实验要求。进一步比较改进DDQN、深度Q网络(deep Q network, DQN)、DDQN、PPO以及SAC-Discrete算法的实验结果,结果显示改进算法的迭代次数更少、收敛速度更快以及回报值更高,验证了改进DDQN的有效性和可行性。     

有效开展Java程序设计线上教学方法探索

2020年初,为应对疫情并保证教学进度,各校纷纷开展线上教学以满足学生在家学习的需求.文章通过分析Java程序设计课程线上教学的特点及困难,借助"雨课堂"和传智播客教辅平台,在授课形式和考核指标等方面进行调整和探究.教学实践表明,调整后的教学模式能有效地保证各环节的教学效果,提高了师生互动性.该模式可为其他课程的在线教学提供参考.     

新时代背景下数据科学与大数据专业人才培养的若干思考

聚焦新时代复合型数据科学与大数据专业人才的培养,提出要围绕育人目标制定人才培养方案,并不断优化;要坚持"引进来,走出去"原则建设师资队伍;要坚持高标准、宽视野的要求进行课程建设;要调用校内外一切资源建设实验室.文章提出要从系统论、控制理论的视角构建数据科学与大数据专业人才培养协同系统.     

音频大地电磁测深在某隧道工程中的应用

音频大地电磁(AMT)在隧道的工程地质勘察是一种非常有效的方法,它具有不受高阻屏蔽、轻便、探测深度相对较大等优点,在宏观上可以查明隧道地层岩性分界、地质构造及其赋水性。以某隧道音频大地电磁勘察为例,分别对AMT的采集手段、工频干扰去噪、静态校正、反演方法等关键技术问题进行分析,并结合实际资料对该工作区的地层分布、断层及其破碎带的赋水情况等进行分析和解释,在其应用中取得了理想的效果。     

Effects of laser beam energy and incident angle on the pulse laser welding of stainless steel thin sheet

This paper reports an experimental study of laser spot welding on stainless steel sheets. A pulsed Nd:YAG laser was used to weld the stainless steel specimen in the range of laser energy 0.6–1.2 J and incident angle 30–75° (the angle of the laser beam incident direction to the sheet surface). Metallography was applied to measure the cross-sectional size and shape of the welded spot. From the experimental results, it is found that as the laser energy increases, the penetration depth, bead length, and bead width of the welded spot increase. As the laser incident angle increases, the penetration depth and the bead width increase while the bead length decreases. The results illustrate that the shape and size of the welded spot depend not only on the laser energy, but also on the incident angle of laser beam.     

超声波管外压力测量装置的设计

压力是反映油气管道系统运行状态的重要参数之一,压力测量对油气管道系统的安全运行和实时监测具有十分重要的意义。传统的压力检测方法大部分是介入式压力测量,介入式破坏了管道的完整性,在高压情况下还存在安全隐患。针对介入式压力测量装置的弊端,设计了一种利用超声波测量管道压力的装置。详细阐述了超声波测压装置的原理、系统结构及软件设计。超声波压力测量装置具有使用方便、操作安全、灵活性强、不破坏管道系统整体特性的完整性等优点,并且能准确测量管道压力。