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Topology optimization design of the main structure of 6-DOF manipulator based on the variable density method
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作者 Yujian RUI Yongming LIU +4 位作者 Zhen ZHANG Zhijian TU Jian WU Neng WEI Zhuanzhe ZHAO 《Mechanical Engineering Science》 2022年第1期14-21,共8页
In order to solve the problems of too large mass,too complex structure and poor flexibility of the 6 DOF manipulator,the topological optimization theory based on variable density method is applied to the 6-DOF manipul... In order to solve the problems of too large mass,too complex structure and poor flexibility of the 6 DOF manipulator,the topological optimization theory based on variable density method is applied to the 6-DOF manipulator,the topology optimization of the main structural components of the manipulator is carried out with the help of the finite element software ANSYS,and the optimized structure is simplified according to the density distribution of the units and the requirements of manufacturability.the results are compared and analysed by static mechanics.It shows that the whole mass of the 6-DOF manipulator is reduced by 47.23%without changing the original mechanical properties after topological optimization,and the optimized model can meet the requirements of manufacturability,the optimization effect is signifcant,which can be used as a reference for the structure optimization of the 6-DOF manipulator. 展开更多
关键词 Tariable density method topology optimization 6-dof manipulator finite element analysis
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基于合成数据集的多目标识别与6-DoF位姿估计
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作者 胡广华 欧美彤 李振东 《华南理工大学学报(自然科学版)》 EI CAS CSCD 北大核心 2024年第4期42-50,共9页
多目标识别及六自由度(6-DoF)位姿估计是实现物料无序堆放状态下机器人自动分拣的关键。近年来,基于深度神经网络的方法在目标识别及位姿估计领域受到广泛关注,但此类方法依赖大量训练样本,而样本的采集及标注费时费力,限制了其实用性... 多目标识别及六自由度(6-DoF)位姿估计是实现物料无序堆放状态下机器人自动分拣的关键。近年来,基于深度神经网络的方法在目标识别及位姿估计领域受到广泛关注,但此类方法依赖大量训练样本,而样本的采集及标注费时费力,限制了其实用性。其次,当成像条件差、目标相互遮挡时,现有位姿估计方法无法保证结果的可靠性,进而导致抓取失败。为此,文中提出了一种基于合成数据样本的目标识别、分割及位姿估计方法。首先,以目标对象的3维(3D)几何模型为基础,利用3D图形编程工具生成虚拟场景的多视角RGB-D合成图像,并对生成的RGB图像及深度图像分别进行风格迁移和噪声增强,从而提高合成数据的真实感,以适应真实场景的检测需要;接着,利用合成数据集训练YOLOv7-mask实例分割模型,运用真实数据进行测试,结果验证了该方法的有效性;然后,以分割结果为基础,基于ES6D目标位姿估计模型,提出了一种在线姿态评估方法,以自动滤除严重失真的估计结果;最后,采用基于主动视觉的位姿估计校正策略,引导机械臂运动到新的视角重新检测,以解决因遮挡而导致位姿估计偏差的问题。在自行搭建的6自由度工业机器人视觉分拣系统上进行了实验,结果表明,文中提出的方法能较好地适应复杂环境下工件的识别与6-DoF姿态估计要求。 展开更多
关键词 目标识别 位置测量 6-dof位姿估计 机器人自动分拣 RGB-D图像
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6-DOFs机器臂在位置模式下追随运动意图的研究
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作者 刘环宇 陈明祥 +1 位作者 高孟扬 王钰 《科学技术创新》 2024年第1期59-62,共4页
为了使脑卒中患者在主动康复中能够得到准确、实时、稳定的识别效果,本研究提出了基于6-DOFs协作机器人作为一种康复运动设备。患者的运动意图通过其手与机器臂末端的六维力传感器作用的程度与方向来捕捉,控制系统则通过解析出的运动意... 为了使脑卒中患者在主动康复中能够得到准确、实时、稳定的识别效果,本研究提出了基于6-DOFs协作机器人作为一种康复运动设备。患者的运动意图通过其手与机器臂末端的六维力传感器作用的程度与方向来捕捉,控制系统则通过解析出的运动意图实现机器臂末端运动方向与速度的设置和驱动。运动意图主要由运动方向和运动程度两个指标表达,前者由力传感器各分力的合力方向确定,后者由合力的大小确定,同时还要检测合力与TCP所在轨迹点处切线方向的夹角,最终确定出机器臂末端沿轨迹运动的速度。 展开更多
关键词 6-dofs 运动意图 运动控制算法
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Trajectory tracking control based on linear active disturbance rejection controller for 6-DOF robot manipulator
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作者 乔冠宇 Peng Cheng +1 位作者 Xu Zhenbang Gao Huibin 《High Technology Letters》 EI CAS 2019年第4期347-354,共8页
The trajectory tracking control for a 6-DOF robot manipulator with multiple inputs and outputs,non-linearity and strong coupling is studied.Firstly,a dynamical model for the 6-DOF robot manipulator is designed.From th... The trajectory tracking control for a 6-DOF robot manipulator with multiple inputs and outputs,non-linearity and strong coupling is studied.Firstly,a dynamical model for the 6-DOF robot manipulator is designed.From the view point of practical engineering,considering the model uncertainties and external disturbances,the robot manipulator is divided into 6 independent joint subsystems,and a linear active disturbance rejection controller(LADRC)is developed to track trajectory for each subsystem respectively.LADRC has few parameters that are easy to be adjusted in engineering.Linear expansion state observer(LESO)as the uncertainty observer is able to estimate the general uncertainties effectively.Eventually,the validity and robustness of the proposed method adopted in 6-DOF robot manipulator are demonstrated via numerical simulations and 6-DOF robot manipulator experiments,which is of practical value in engineering application. 展开更多
关键词 6-dof robot manipulator LINEAR active DISTURBANCE REJECTION controller(LADRC) LINEAR expansion state observer(LESO) TRAJECTORY tracking control
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6-DOF机械臂运动学分析和验证 被引量:2
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作者 罗贵成 胡添嗣 《现代机械》 2023年第2期68-73,共6页
为了实现6-DOF机械臂末端的运动控制,利用改进D-H方法推导了机械臂的正运动学齐次变换矩阵,基于齐次变换矩阵,推导出了机械臂的四组运动学逆解,针对运动控制过程中逆解的选取问题,提出了一种基于机械臂初始角的逆解选取方法,并根据解的... 为了实现6-DOF机械臂末端的运动控制,利用改进D-H方法推导了机械臂的正运动学齐次变换矩阵,基于齐次变换矩阵,推导出了机械臂的四组运动学逆解,针对运动控制过程中逆解的选取问题,提出了一种基于机械臂初始角的逆解选取方法,并根据解的特性推导出了初始角的可选范围;通过matlab机器人工具箱仿真验证了机器人正逆解以及逆解选取方法的正确性,利用twincat3-机械臂控制系统进行实验,进一步验证了逆解选取方法的正确有效。 展开更多
关键词 6-dof机械臂 D-H方法 运动学逆解 逆解的选取
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An Analysis of the Inverse Kinematics for a 5-DOF Manipulator 被引量:8
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作者 Carlos A. Acosta Calderon John Q. Gan 《International Journal of Automation and computing》 EI 2005年第2期114-124,共11页
This paper proposes an analytical solution for a 5-DOF manipulator to follow a given trajectory while keeping the orientation of one axis in the end-effector frame. The forward kinematics and inverse kinematics for a ... This paper proposes an analytical solution for a 5-DOF manipulator to follow a given trajectory while keeping the orientation of one axis in the end-effector frame. The forward kinematics and inverse kinematics for a 5-DOF manipulator are analyzed systematically. The singular problem is discussed after the forward kinematics is provided. For any given reachable position and orientation of the end-effector, the derived inverse kinematics will provide an accurate solution. In other words, there exists no singular problem for the 5-DOF manipulator, which has wide application areas such as welding, spraying, and painting. Experiment results verify the effectiveness of the methods developed in this paper. Keywords Inverse kinematics - modeling and control - 5-DOF manipulator This work was supported by the National High Technology Research and Development Program of China (No. 2002AA422160), and the National Key Fundamental Research and Development Project of China (973, No.2002CB312200)De Xu graduated from Shandong University of Technology (SUT), China in 1985. He received a Masters degree from SUT in 1990, and a Ph.D. degree from Zhejiang University, China in 2001. He has been with the Institute of Automation, at the Chinese Academy of Sciences (CASIA) since 2001. He is an associate professor with the Laboratory of Complex Systems and Intelligence Science, CASIA. He worked as on academic visitor in the Department of Computer Science, at the University of Essex from May to August 2004. He is a member of the IEEE. His research interests include robotics and automation, especially the control of robots such as visual and intelligent control.Carlos Antonio Acosta Calderon received a B.S. degree in Computer Science Engineering from Pachuca Institute of Technology, Mexico in 2000, and a M.Sc. degree in Computer Science (Robotics and Intelligent Machines) from the University of Essex, UK in 2001. He is currently pursuing a Ph.D degree in Computer Science at the University of Essex, UK. His research interests have focused on mobile robots, in particular, the coordination of multi-robot systems, mobile manipulators, and learning by imitation. He is a member of IEEE.John Q. Gan received a B.Sc. degree in electronic engineering from Northwestern Polytechnic University, China in 1982, a M.Eng. degree in automatic control and a Ph.D degree in biomedical electronics from Southeast University, China in 1985 and 1991, respectively. He is a Senior Lecturer in the Department of Computer Science at the University of Essex, UK. He has co-authored a book, and published over 100 research papers. His research interests are in robotics and intelligent systems, brain-computer interfaces, pattern recognition, signal processing, data fusion, and neurofuzzy computation.Huosheng Hu is a Professor in the Department of Computer Science, at the University of Essex, and head of the Human Centered Robotics Group. His research interests include autonomous mobile robots, human-robot interaction, evolutionary robotics, multi-robot collaboration, embedded systems, pervasive computing, sensor integration, RoboCup, intelligent control, and networked robotics. He has published over 200 papers in journals, books, and conferences, and received two best paper awards. He is a founding member of the IEEE Society of Robotics and Automation Technical Committee of Internet and Online Robots, and a member of the IASTED Technical Committee on “Robotics” for 2001–2004. He was a Conference Chairman for the 1st European Embedded Systems Conference in Paris, 1996, and has been a member of the Program Committees for many international conferences such as IROS (2005–2006), IASTED Robotics and Applications Conferences (2000-present), and RoboCup Symposiums (2000–2004). Dr. Hu is a Chartered Engineer, a senior member of IEEE, and a member of IEE, AAAI, ACM, IASTED and IAS.Min Tan graduated from Tsing Hua University, China in 1986. He received a Ph.D. degree in 1990 from CASIA. He is a professor with the Laboratory of Complex Systems and Intelligence Science, CASIA. He has published over 100 papers in journals, books, and conferences. His research interests include robotics and complex system theory. 展开更多
关键词 Inverse kinematics modeling and control 5-dof manipulator
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Topology Search of 3-DOF Translational Parallel Manipulators with Three Identical Limbs for Leg Mechanisms 被引量:4
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作者 WANG Mingfeng CECCARELLI Marco 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2015年第4期666-675,共10页
Three-degree of freedom(3-DOF) translational parallel manipulators(TPMs) have been widely studied both in industry and academia in the past decades. However, most architectures of 3-DOF TPMs are created mainly on ... Three-degree of freedom(3-DOF) translational parallel manipulators(TPMs) have been widely studied both in industry and academia in the past decades. However, most architectures of 3-DOF TPMs are created mainly on designers' intuition, empirical knowledge, or associative reasoning and the topology synthesis researches of 3-DOF TPMs are still limited. In order to find out the atlas of designs for 3-DOF TPMs, a topology search is presented for enumeration of 3-DOF TPMs whose limbs can be modeled as 5-DOF serial chains. The proposed topology search of 3-DOF TPMs is aimed to overcome the sensitivities of the design solution of a 3-DOF TPM for a LARM leg mechanism in a biped robot. The topology search, which is based on the concept of generation and specialization in graph theory, is reported as a step-by-step procedure with desired specifications, principle and rules of generalization, design requirements and constraints, and algorithm of number synthesis. In order to obtain new feasible designs for a chosen example and to limit the search domain under general considerations, one topological generalized kinematic chain is chosen to be specialized. An atlas of new feasible designs is obtained and analyzed for a specific solution as leg mechanisms. The proposed methodology provides a topology search for 3-DOF TPMs for leg mechanisms, but it can be also expanded for other applications and tasks. 展开更多
关键词 topology search 3-dof translational parallel manipulators(TPMs) creative design leg mechanisms
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NOVEL 6-SPS PARALLEL 3-DIMENSIONAL PLATFORM MANIPULATOR AND ITS FORCE/MOTION TRANSMISSION ANALYSIS 被引量:2
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作者 Jin Zhenlin School of Mechanical Engineering, Yanshan University, Qinhuangdao 066004, ChinaGao Feng Hebei University of Technology 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2002年第4期298-302,共5页
The unique design for a novel 6-SPS parallel 3-dimensional platformmanipulator with an orthogonal configuration is investigated. The layout feature of the parallelmanipulator is described. Its force/motion transmissio... The unique design for a novel 6-SPS parallel 3-dimensional platformmanipulator with an orthogonal configuration is investigated. The layout feature of the parallelmanipulator is described. Its force/motion transmission capability, evaluation criteria arepresented. At the orthogonal configuration, the criteria and the relationships between the criteriaand the link lengths are analyzed, which is important since it can provide designer a piece ofvaluable information about how to choose the linear actuators. From the analysis of the results itis shown that the force/motion transmission capabilities of the parallel manipulator arecharacterized by isotropy at the orthogonal configuration. The manipulator is particularly suitablefor certain applications in 6-DOF micromanipulators and 6-axis force/moment transducers. 展开更多
关键词 6-SPS parallel manipulator 3-dimensional platform manipulator ISOTROPY
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Micro-Scale Motion Precision Simulation Method for a New-Type 6-DOF Micro-Manipulation Robot
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作者 叶鑫 张之敬 王豫枢 《Journal of Beijing Institute of Technology》 EI CAS 2007年第4期414-418,共5页
A new 6-DOF micro-manipulation robot based on 3-PPTTRS parallel mechanisms in combination with flexure hinges is proposed. The design principle of the mechanism is introduced, and the kinematics analysis method based ... A new 6-DOF micro-manipulation robot based on 3-PPTTRS parallel mechanisms in combination with flexure hinges is proposed. The design principle of the mechanism is introduced, and the kinematics analysis method based on differentiation is used to get the (inverse) kinematics equations. Then a micro-scale motion precision simulation method is proposed according to finite element analysis (FEA), and the prediction of robot’s motion precision in design phase is realized. The simulation result indicates that the 6-DOF micro-manipulation robot can meet the design specification. 展开更多
关键词 MICRO-SCALE 6-dof micro-manipulation robot kinematics characteristic motion precision simulation
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基于改进RRT算法的6-DOF机器人路径规划 被引量:14
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作者 李季 史晨发 +1 位作者 邵磊 刘宏利 《计算机应用与软件》 北大核心 2020年第9期221-226,共6页
针对传统快速扩展随机树(RRT)算法在机器人路径规划中随机性大、冗余节点多、无法生成最优路径这一系列问题,从引入权重系数、路径缩短、拐角平滑处理这三方面对传统RRT算法进行优化,使6-DOF机械臂能有效避开障碍物,并通过距离最短路径... 针对传统快速扩展随机树(RRT)算法在机器人路径规划中随机性大、冗余节点多、无法生成最优路径这一系列问题,从引入权重系数、路径缩短、拐角平滑处理这三方面对传统RRT算法进行优化,使6-DOF机械臂能有效避开障碍物,并通过距离最短路径到达目标点。同时,在角速度不连续处根据机械臂曲率约束进行路径平滑过渡处理,消除初始路径中锯齿状部分,保证路径平稳性。仿真实验表明,改进RRT算法提高了路径搜寻成功率并将原始路径距离缩短25%,平均规划时间缩短75%。 展开更多
关键词 6-dof机器人 快速扩展随机树 权重系数 路径缩短 平滑处理
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一种新型6-DOF串并混联拟人机械臂及其位置分析 被引量:6
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作者 金振林 李研彪 谢启文 《中国机械工程》 EI CAS CSCD 北大核心 2009年第3期280-284,共5页
提出了一种新型6-DOF串并混联拟人机械臂,这种机械臂主要包括肩、上臂和前臂三部分,其中,肩采用球面三自由度并联机构为机构原型,上臂采用五杆二自由度并联机构为机构原型,前臂采用四杆机构为机构原型,结合这种机械臂的结构布局特点,求... 提出了一种新型6-DOF串并混联拟人机械臂,这种机械臂主要包括肩、上臂和前臂三部分,其中,肩采用球面三自由度并联机构为机构原型,上臂采用五杆二自由度并联机构为机构原型,前臂采用四杆机构为机构原型,结合这种机械臂的结构布局特点,求得其位置正解的封闭解,使用Bezout消元法求得这种拟人机械臂的位置反解的封闭解。 展开更多
关键词 6-dof串并混联机械臂 结构布局 位置正解 位置反解
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基于MATLAB和RobotStudio的6-DOF机器人运动学分析与仿真 被引量:13
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作者 郝建豹 宋春华 《机械设计与制造》 北大核心 2018年第2期238-241,共4页
针对船体密封舱、箱柜等狭窄空间普遍存在的机器人难以工作问题,提出了一种新型6-DOF(degrees of freedom)机器人。首先分析了该机器人的机械结构,基于D-H坐标理论建立了机器人D-H坐标表格以及机器人正、逆运动学方程,其次应用MATLAB对... 针对船体密封舱、箱柜等狭窄空间普遍存在的机器人难以工作问题,提出了一种新型6-DOF(degrees of freedom)机器人。首先分析了该机器人的机械结构,基于D-H坐标理论建立了机器人D-H坐标表格以及机器人正、逆运动学方程,其次应用MATLAB对机器人的运动学进行了仿真,结果表明所得的机器人正、逆运动学方程完全正确;最后设计了虚拟样机,利用RobotStudio仿真分析了机器人箱体焊接的优点;为进一步验证设计的机器人运动性能,与通用6-DOF机器人做了对比分析。研究结果表明新型机器人运动的可行性,为设计适应箱柜等狭窄空间的工业机器人提供了理论依据。 展开更多
关键词 6-dof机器人 正逆运动学 MATLAB仿真 RobotStudio
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Stewart平台6-DOF并联机器人完整动力学模型的建立 被引量:26
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作者 陈丽 《燕山大学学报》 CAS 2004年第3期228-232,共5页
采用RPY角描述方法,基于拉格朗日方程建立了Stewart平台6-DOF并联机器人完整动力学模型。此 模型具有与一般机器人相同的结构,同时给出了模型所具有的基本性质。
关键词 并联机器人 完整动力学模型 STEWART平台 RPY角描述 拉格朗日方程 6-dof
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数字式6-DOF运动平台运动不平稳现象分析 被引量:1
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作者 肖志权 邢继峰 +1 位作者 彭利坤 朱石坚 《机床与液压》 北大核心 2006年第8期135-137,共3页
数字式6-DOF运动平台在起动、换向及低速运行时存在抖动或振动冲击等运动不平稳现象,本文从低速摩擦力特性、数字伺服步进液压缸的结构特征,以及6组数字液压缸在并联平台运动中不同的工作状态对平台运动的影响等方面进行了定性分析。分... 数字式6-DOF运动平台在起动、换向及低速运行时存在抖动或振动冲击等运动不平稳现象,本文从低速摩擦力特性、数字伺服步进液压缸的结构特征,以及6组数字液压缸在并联平台运动中不同的工作状态对平台运动的影响等方面进行了定性分析。分析表明,以上因素都是使得平台产生运动不平稳现象的重要因素。分析结果有助于在机械结构设计、加工选型,以及补偿策略等方面提出有针对性的解决方案。 展开更多
关键词 6-dof 运动平台 数字液压缸 运动不平稳
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基于自抗扰控制器的6-DOF磁悬浮平台悬浮高度控制 被引量:2
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作者 刘德君 曲永印 白晶 《微细加工技术》 EI 2008年第3期50-54,共5页
介绍一种应用于半导体光刻、微型装配、纳米技术等领域的新型磁悬浮平台。针对该平台的悬浮部分是一个具有参数摄动、输入耦合的复杂系统,采用自抗扰控制器的控制方法,实现对内部扰动和外部扰动的补偿。仿真结果表明,这种控制方案有较... 介绍一种应用于半导体光刻、微型装配、纳米技术等领域的新型磁悬浮平台。针对该平台的悬浮部分是一个具有参数摄动、输入耦合的复杂系统,采用自抗扰控制器的控制方法,实现对内部扰动和外部扰动的补偿。仿真结果表明,这种控制方案有较好的动态、静态特性及鲁棒性。 展开更多
关键词 6-dof磁悬浮平台 参数摄动 自抗扰 扩张状态观测器
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6-DOF并联坐标测量机结构参数的识别与修正 被引量:1
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作者 刘得军 宋晓庚 邹明明 《组合机床与自动化加工技术》 北大核心 2009年第8期68-73,共6页
首先对6-DOF并联机构坐标测量机的组成结构及工作原理进行了介绍,然后针对该坐标测量机的运动特点,提出了一种基于逐次逼近算法的结构参数识别与修正方法。该方法以最小二乘逐次逼近算法为基础,以寻找6自由度并联机构坐标测量机的43个... 首先对6-DOF并联机构坐标测量机的组成结构及工作原理进行了介绍,然后针对该坐标测量机的运动特点,提出了一种基于逐次逼近算法的结构参数识别与修正方法。该方法以最小二乘逐次逼近算法为基础,以寻找6自由度并联机构坐标测量机的43个主要结构参数为目的。文中对所提算法的求解过程进行了详细的论述,并通过计算机仿真计算,对结构参数的识别与修正结果进行了验证。仿真结果表明,所提出的逐次逼近算法能够充分利用目标函数值的信息,优化搜索过程具有较强的方向性和目标性,且收敛速度较快。采用该方法对6自由度并联机构坐标测量机的结构参数进行识别与修正以后,可使该坐标测量机的测量精度得到明显改善。 展开更多
关键词 6-dof并联坐标测量机 结构参数识别与修正 计算机仿真
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6-DOF并联机器人分散变结构控制研究 被引量:2
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作者 陈卫东 《燕山大学学报》 CAS 2004年第3期224-227,共4页
针对6-DOF并联机器人的非线性和强耦合特性,首先将机器人模型化为正则型,然后对每个子系统设计了变结构控制器,即构成分散变结构控制系统。该控制器实现了对系统的镇定和解耦。仿真结果证明了控制器的有效性。
关键词 并联机器人 分散变结构控制 镇定 解耦 仿真 6-dof
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基于6-DOF并联机器人医疗器械道路运输模拟平台的关键技术及实现 被引量:1
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作者 裴毅东 裴葆青 +1 位作者 李慧 樊瑜波 《中国医疗器械杂志》 CAS 2013年第1期44-48,共5页
针对目前医疗器械道路运输模拟平台短缺的问题,提出了一种使用6-DOF并联机器人进行道路运输模拟的实现方法。通过改进谐波叠加法建立三维道路谱模型,与标准功率谱对比验证仿真模型的准确性。将三维道路谱作为激励源转化为机器人运动数据... 针对目前医疗器械道路运输模拟平台短缺的问题,提出了一种使用6-DOF并联机器人进行道路运输模拟的实现方法。通过改进谐波叠加法建立三维道路谱模型,与标准功率谱对比验证仿真模型的准确性。将三维道路谱作为激励源转化为机器人运动数据,通过绝对位置S形直线插补方法控制并联机器人,使其能够高效准确地模拟车辆在不同车速、各种等级路面上的运动状况。 展开更多
关键词 6-dof并联机器人 道路运输 三维道路谱 运动控制
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6-DOF工业机器人相贯线焊接运动规划 被引量:3
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作者 曾疆伟 周剑秋 《轻工学报》 CAS 2019年第2期102-108,共7页
针对实际生产中主管与支管间存在一定偏置和倾斜、不适于专用机器人进行相贯线焊缝焊接的问题,通过改善相贯线数学模型,采用D-H参数构建6-DOF机器人与变位机模型,给出一种工件装夹模型和模型间的坐标系转换关系,再用主面二分法求解焊缝... 针对实际生产中主管与支管间存在一定偏置和倾斜、不适于专用机器人进行相贯线焊缝焊接的问题,通过改善相贯线数学模型,采用D-H参数构建6-DOF机器人与变位机模型,给出一种工件装夹模型和模型间的坐标系转换关系,再用主面二分法求解焊缝参数,实现了专用机器人连续焊接作业的运动规划.Matlab仿真结果表明,相贯线轨迹平滑,与实际轮廓基本吻合,证明了该研究方法的正确性. 展开更多
关键词 相贯线焊接 6-dof工业机器人 工件装夹模型 运动规划
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6-DOF MOTION AND CENTER OF ROTATION ESTIMATION BASED ON STEREO VISION 被引量:8
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作者 CAO Wanpeng BI Wei +2 位作者 CHE Rensheng GUO Wenbo YE Dong 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2008年第2期87-92,共6页
A new motion model and estimation algorithm is proposed to compute the general rigid motion object's 6-DOF motion parameters and center of rotation based on stereo vision. The object's 6-DOF motion model is designed... A new motion model and estimation algorithm is proposed to compute the general rigid motion object's 6-DOF motion parameters and center of rotation based on stereo vision. The object's 6-DOF motion model is designed from the rigid object's motion character under the two defined reference frames. According to the rigid object's motion model and motion dynamics knowledge, the corresponding motion algorithm to compute the 6-DOF motion parameters is worked out. By the rigid object pure rotation motion model and space sphere geometry knowledge, the center of rotation may be calculated after eliminating the translation motion out of the 6-DOF motion. The motion equations are educed based on the motion model and the closed-form solutions are figured out. To heighten the motion estimation algorithm's robust, RANSAC algorithm is applied to delete the outliers. Simulation and real experiments are conducted and the experiment results are analyzed. The results prove the motion model's correction and algorithm's validity. 展开更多
关键词 Motion estimation Center of rotation 6-dof motion Stereo vision
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