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基于运动学模型的工业机器人校准
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作者 陈旸 高凤强 《常熟理工学院学报》 2024年第5期67-72,共6页
工业机器人在安装过程中由于场地限制和人为等因素会产生一定的误差,导致工业机器人的实际运动与理论运动学分析有所不同.为保证工业机器人的作业精准性,结合实际运动参数和理论运动学分析建立实际运动学分析,并用于工业机器人的现场校... 工业机器人在安装过程中由于场地限制和人为等因素会产生一定的误差,导致工业机器人的实际运动与理论运动学分析有所不同.为保证工业机器人的作业精准性,结合实际运动参数和理论运动学分析建立实际运动学分析,并用于工业机器人的现场校准,以满足工业应用中的机器人精度要求.实验结果表明,所提方法具有较好的校准性能,能满足校准要求,有助于提高生产效率. 展开更多
关键词 运动学分析 工业机器人校准 绝对定位精度
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电梯导轨校准机器人力位控制研究
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作者 汪洋 俞建峰 +3 位作者 俞俊楠 蒋毅 化春键 钱陈豪 《机械与电子》 2023年第1期46-52,共7页
针对电梯导轨校准机器人校准电梯导轨时,校准精度低和校准力不可控等问题,提出一种基于改进的粒子群-模糊PD(PsoFuzzyPD)的电梯导轨校准机器人力位控制方法。首先,根据力位控制需求设计了电梯导轨校准机器人的整体控制框架;其次,设计了... 针对电梯导轨校准机器人校准电梯导轨时,校准精度低和校准力不可控等问题,提出一种基于改进的粒子群-模糊PD(PsoFuzzyPD)的电梯导轨校准机器人力位控制方法。首先,根据力位控制需求设计了电梯导轨校准机器人的整体控制框架;其次,设计了基于改进的粒子群-模糊PD控制器作为机器人力位控制器的内环控制器;最后,根据机器人的力控制需求设计了阻抗控制器、sigmoid函数的阻抗控制判别模块和期望力控制模块。仿真结果表明,所提方法的力控响应超调更小,震荡更少,笛卡尔空间的轨迹跟踪偏差也更小,可以有效控制导轨校准力和导轨校准精度,在电梯导轨安装领域拥有很好的推广应用价值。 展开更多
关键词 电梯导轨校准机器人 模糊PD 粒子群算法 力位控制 阻抗控制
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机器人手眼校准线性算法及可靠性分析 被引量:2
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作者 徐子力 郭剑鹰 吕恬生 《机械科学与技术》 CSCD 北大核心 2004年第12期1399-1402,共4页
机器人手眼矩阵计算是机器人视觉、机器人校准以及视觉伺服等研究领域共同的课题。文中利用矩阵直积和参数矩阵特征向量推导了机器人手眼转换矩阵的线性方程 ,通过最小二乘法得到线性闭解 ,采用Rodrigues公式对所求解的旋转部分进行正... 机器人手眼矩阵计算是机器人视觉、机器人校准以及视觉伺服等研究领域共同的课题。文中利用矩阵直积和参数矩阵特征向量推导了机器人手眼转换矩阵的线性方程 ,通过最小二乘法得到线性闭解 ,采用Rodrigues公式对所求解的旋转部分进行正交化以消除测量噪声的影响 ,由计算试验证明正交化所引入的误差在绝大多数情况是允许的 ,所求线性解严格满足手眼方程。并通过数值仿真计算 ,验证了算法对测量数据的平移、转动扰动具有较高的鲁棒性。 展开更多
关键词 机器人手眼校准 矩阵直积 罗得里克公式 算法鲁棒性
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基于主动视觉的机器人辅助测量
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作者 郭剑鹰 吕恬生 《组合机床与自动化加工技术》 北大核心 2002年第12期41-43,46,共4页
机器人在测量领域得到了广泛的应用 ,文中给出了基于单目视觉的机器人辅助测量 ,采用摄象机校准得到摄象机内、外参数 ,由手眼转换关系移动机器人执行器得到要求的摄象机运动 ,从而求出空间点在摄象机坐标系中的坐标 。
关键词 主动视觉 机器人辅助测量 摄象机校准 机器人手眼校准 三坐标测量机
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New self-calibration approach to space robots based on hand-eye vision 被引量:3
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作者 刘宇 刘宏 +1 位作者 倪风雷 徐文福 《Journal of Central South University》 SCIE EI CAS 2011年第4期1087-1096,共10页
To overcome the influence of on-orbit extreme temperature environment on the tool pose(position and orientation) accuracy of a space robot,a new self-calibration method based on a measurement camera(hand-eye vision) a... To overcome the influence of on-orbit extreme temperature environment on the tool pose(position and orientation) accuracy of a space robot,a new self-calibration method based on a measurement camera(hand-eye vision) attached to its end-effector was presented.Using the relative pose errors between the two adjacent calibration positions of the space robot,the cost function of the calibration was built,which was different from the conventional calibration method.The particle swarm optimization algorithm(PSO) was used to optimize the function to realize the geometrical parameter identification of the space robot.The above calibration method was carried out through self-calibration simulation of a six-DOF space robot whose end-effector was equipped with hand-eye vision.The results showed that after calibration there was a significant improvement of tool pose accuracy in a set of independent reference positions,which verified the feasibility of the method.At the same time,because it was unnecessary for this method to know the transformation matrix from the robot base to the calibration plate,it reduced the complexity of calibration model and shortened the error propagation chain,which benefited to improve the calibration accuracy. 展开更多
关键词 space robot SELF-CALIBRATION cost function hand-eye vision particle swarm optimization algorithm
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A Stable Switch Method Based on Fusion in Uncalibrated Visual Servoing
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作者 高振东 苏剑波 《Journal of Shanghai Jiaotong university(Science)》 EI 2007年第5期584-591,596,共9页
Stable switch control between multiple cameras for uncalibrated visual servoing was studied. Switch images based on fusion were presented to get the continuous dynamic image Jacobian matrix among robots and distribute... Stable switch control between multiple cameras for uncalibrated visual servoing was studied. Switch images based on fusion were presented to get the continuous dynamic image Jacobian matrix among robots and distributed visual sensors. The designed fusion algorithm is suitable to have dynamically adjustable fusion weights, and the fusion structure was analyzed. Simulations and experiments without any knowledge of mobile robots and uncalibrated visual sensors show that the method has higher adaptability than the traditional instant switch control method. The method can enhance the system stability at the switching process. 展开更多
关键词 uncalibrated visual servoing instant switching control switching control based on fusiont multiple camera fusion.
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Robot Calibration Using Active Vision-based Measurement
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作者 郭剑鹰 张家梁 吕恬生 《Journal of Donghua University(English Edition)》 EI CAS 2004年第1期7-12,共6页
This paper presents an efficient robot calibration method with non-contact vision metrology. Using the coplanar pattern to calibrate camera made the active-vision-based end-effector pose measurement be a feasible and ... This paper presents an efficient robot calibration method with non-contact vision metrology. Using the coplanar pattern to calibrate camera made the active-vision-based end-effector pose measurement be a feasible and costeffective way. Kinematic parameter errors were linearized and identified through two-step procedure, thus the singular and non-linear condition was overcome. These errors were then compensated using inverse model method. The whole calibration process is flexible, easy to implement and prevents the error propagation from the earlier stages to the later ones. Calibration was performed on MOTOMAN SV3industrial robot. Experiment results show that the proposed method is easy to setup and with satisfactory accuracy. 展开更多
关键词 robot calibration pose measurement error identification kinematic error compensation
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Design of Calibration Experiments for Identification of Manipulator Elastostatic Parameters 被引量:1
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作者 Alexandr Klimchik Anatol Pashkevichl +2 位作者 Yier Wu Stephane Caro Benoit Furet 《Journal of Mechanics Engineering and Automation》 2012年第9期531-542,共12页
The paper is devoted to the elastostatic calibration of industrial robots, which is used for precise machining of large-dimensional parts made of composite materials. In this technological process, the interaction bet... The paper is devoted to the elastostatic calibration of industrial robots, which is used for precise machining of large-dimensional parts made of composite materials. In this technological process, the interaction between the robot and the workpiece causes essential elastic deflections of the manipulator components that should be compensated by the robot controller using relevant elastostatic model of this mechanism. To estimate parameters of this model, an advanced calibration technique is applied that is based on the non-linear experiment design theory, which is adopted for this particular application. In contrast to previous works, it is proposed a concept of the user-defined test-pose, which is used to evaluate the calibration experiments quality. In the frame of this concept, the related optimization problem is defined and numerical routines are developed, which allow generating optimal set of manipulator configurations and corresponding forces/torques for a given number of the calibration experiments. Some specific kinematic constraints are also taken into account, which insure feasibility of calibration experiments for the obtained configurations and allow avoiding collision between the robotic manipulator and the measurement equipment. The efficiency of the developed technique is illustrated by an application example that deals with elastostatic calibration of the serial manipulator used for robot-based machining. 展开更多
关键词 Industrial robot elastostatic calibration experiment design industry-oriented performance measure test-pose basedapproach.
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