工业机器人定位精度可靠性研究现状综述

doi:10.3969/j.issn.1004-132X.2020.18.005

摘要/Abstract

摘要： 工业机器人定位精度直接影响其辅助制造产品的精度水平和质量一致性。工业机器人定位精度可靠性和定位误差补偿技术已成为学术界和工业界讨论的热点。对工业机器人定位精度可靠性及定位误差补偿的发展现状进行了分析讨论，总结了该领域的主要研究方法及热点问题，最后对该领域的发展方向进行了展望。

关键词: 工业机器人, 定位精度, 可靠性, 定位误差补偿

Abstract: The positioning accuracy of industrial robots seriously affected the accuracy level and quality consistency of the auxiliary manufacturing products. The positioning accuracy reliability and positioning error compensation of industrial robots became the focus of academia and industry. The development status of positioning accuracy reliability and positioning error compensation of industrial robots were analyzed and discussed. The main research methods and focus problems in this field were summarized. Finally, the development directions of this field were prospected.

Key words: industrial robot, positioning accuracy, reliability, positioning error compensation

中图分类号:

TP242

吴锦辉1,2；陶友瑞1,2. 工业机器人定位精度可靠性研究现状综述[J]. 中国机械工程, DOI: 10.3969/j.issn.1004-132X.2020.18.005.

WU Jinhui1,2；TAO Yourui1,2. Review on Research Status of Positioning Accuracy Reliability of Industrial Robots[J]. China Mechanical Engineering, DOI: 10.3969/j.issn.1004-132X.2020.18.005.

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链接本文: http://www.cmemo.org.cn/CN/10.3969/j.issn.1004-132X.2020.18.005

http://www.cmemo.org.cn/CN/Y2020/V31/I18/2180

参考文献

[1]盛秀婷. 国内工业机器人可靠性研究综述[J]. 电子产品可靠性与环境试验, 2017, 35（6)：58-61.
SHENG Xiuting. Review of Reliability Research on Domestic Industrial Robots[J]. Electronic Product Reliability and Environmental Testing, 2017, 35（6)：58-61.
[2]王田苗, 陶永. 我国工业机器人技术现状与产业化发展战略[J]. 机械工程学报, 2014, 50（9)：1-13.
WANG Tianmiao， TAO Yong. Research Status and Industrialization Development Strategy of Chinese Industrial Robot[J]. Journal of Mechanical Engineering, 2014, 50（9)：1-13.
[3]徐扬生, 阎镜予. 机器人技术的新进展[J]. 集成技术, 2012, 1（1)：2-5.
XU Yangsheng， YAN Jingyu. New Developments in Robotics[J]. Integration Technology, 2012, 1（1)：2-5.
[4]王海芳, 张恒, 皇甫一樊, 等. 码垛机器人运动精度可靠性及其灵敏度分析[J]. 中国工程机械学报, 2016, 14（6)：475-480.
WANG Haifang, ZHANG Heng， HUANGFU Yifan, et al. Reliability and Sensitivity Analysis on Motional Precision for Palletizing Robots[J]. Chinese Journal of Engineering Machinery, 2016, 14（6)：475-480.
[5]周炜, 廖文和, 田威, 等. 基于粒子群优化神经网络的机器人精度补偿方法研究[J]. 中国机械工程, 2013, 24（2)：174-179.
ZHOU Wei, LIAO Wenhe， TIAN Wei, et al. Method of Industrial Robot Accuracy Compensation Based on Particle Swarm Optimization Neural Network[J]. China Mechanical Engineering, 2013, 24（2)：174-179.
[6]杨文韬, 詹军, 佘勇, 等. 工业机器人绝对定位精度优化方法综述[J]. 表面工程与再制造, 2019, 19（2)：28-32.
YANG Wentao, ZHAN Jun， SHE Yong, et al. Review of Optimization Methods for Absolute Positioning Accuracy of Industrial Robots[J]. Surface Engineering and Remanufacturing, 2019, 19（2)：28-32.
[7]WU J, ZHANG D， LIU J, et al. A Computational Framework of Kinematic Accuracy Reliability Analysis for Industrial Robots[J]. Applied Mathematical Modelling, 2020, 82：189-216.
[8]WU J, HAN X, TAO Y. Kinematic Response of Industrial Robot with Uncertain-but-bounded Parameters Using Interval Analysis Method[J]. Journal of Mechanical Science and Technology, 2019, 33（1)：333-340.
[9]孙志礼, 杨强, 闫明, 等. 3-RPS并联机器人运动可靠性仿真研究[J]. 机械科学与技术, 2007, 26（6)：780-783.
SUN Zhili, YANG Qiang， YAN Ming, et al. Simulation Research on Kinematics Reliability of 3-RPS Parallel Robot[J]. Mechanical Science and Technology, 2007, 26（6)：780-783.
[10]王海芳, 皇甫一樊, 张恒, 等. 两种典型串、并联机器人速度精度可靠性分析[J]. 中国工程机械学报, 2019, 17（2)：166-171.
WANG Haifang, HUANGFU Yifan， ZHANG Heng, et al. Speed Accuracy Reliability Analysis of Two Typical Serial and Parallel Robots[J]. Chinese Journal of Engineering Machinery, 2019, 17（2)：166-171.
[11]高涵, 张明路, 张小俊, 等. 机械臂绝对定位精度标定关键技术综述[J]. 计算机应用研究, 2017, 34（9)：2570-2576.
GAO Han, ZHANG Minglu， ZHANG Xiaojun, et al. Review on Key Technology of Manipulator Absolute Positioning Accuracy Calibration[J]. Application Research of Computers, 2017, 34（9)：2570-2576.
[12]MESSAY T, ORDONEZ R, MARCIL E. Computationally Efficient and Robust Kinematic Calibration Methodologies and Their Application to Industrial Robots[J]. Robotics and Computer-integrated Manufacturing, 2016, 37：33-48.
[13]刘常杰, 解成超, 叶声华. 工业机器人坐标测量系统实时校准补偿技术[J]. 电子·激光, 2011, 22（1)：86-90.
LIU Changjie, XIE Chengchao， YE Shenghua. Study on Real-time Calibration and Compensation of the Coordinate Measurement System for Industry Robot[J]. Journal of Optoelectronics·Laser, 2011, 22（1)：86-90.
[14]ULRICH M, LUX G, PIPREK T. Analysis and Visualisation of the Positioning Accuracy and Underlying Effects of Industrial Robots[J]. Advanced Materials Research, 2014, 1018： 15-22.
[15]周炜, 廖文和, 田威, 等. 面向飞机自动化装配的机器人空间网格精度补偿方法研究[J]. 中国机械工程, 2012, 23（19)：2306-2311.
ZHOU Wei, LIAO Wenhe， TIAN Wei, et al. Robot Accuracy Compensation Method of Spatial Grid for Aircraft Automatic Assembly[J]. China Mechanical Engineering, 2012, 23（19)：2306-2311.
[16]MIOMIR V, BRANISLAV B. Accuracy of the Robot Positioning and Orientation Assessed via Its Manufacturing Tolerances[J]. Mechanism and Machine Theory, 1995, 30（1)：11-32.
[17]SONG Y, WANG H, GAO W, et al. Dynamic Deformation Analysis of a Spot Welding Robot under High Speed and Heavy Load Working Condition[C]∥International Conference on Robotics and Biomimetics. New York, 2013:2043-2048.
[18]CHEN S, TANG J, LUO C, et al. Nonlinear Dynamic Characteristics of Geared Rotor Bearing Systems with Dynamic Backlash and Friction[J]. Mechanism and Machine Theory, 2011, 46（4)：466-478.
[19]ERKAYA S. Effects of Joint Clearance on Motion Accuracy of Robotic Manipulators[J]. Journal of Mechanical Engineering, 2017, 64（2)：82-94.
[20]BITTENCOURT A C, AXELSSON P. Modeling and Experiment Design for Identification of Wear in a Robot Joint under Load and Temperature Uncertainties Based on Friction Data[J]. IEEE/ASME Transactions on Mechatronics, 2013, 19（5)：1694-

1706.
[21]PANDEY M D, ZHANG X. System Reliability Analysis of the Robotic Manipulator with Random Joint Clearances[J]. Mechanism and Machine Theory, 2012, 58（3)：137-152.
[22]WANG J, ZHANG J, DU X. Hybrid Dimension Reduction for Mechanism Reliability Analysis with Random Joint Clearances[J]. Mechanism and Machine Theory, 2011, 46（10)：1396-1410.
[23]ZHU J, TING K. Uncertainty Analysis of Planar and Spatial Robots with Joint Clearances[J]. Mechanism and Machine Theory, 2000, 35（9)：1239-1256.
[24]WU J, ZHANG D, LIU J, et al. A Moment Approach to Positioning Accuracy Reliability Analysis for Industrial Robots[J]. IEEE Transactions on Reliability, 2020, 69(2):699-714.
[25]ZHANG D, HAN X. Kinematic Reliability Analysis of Robotic Manipulator[J]. Journal of Mechanical Design, 2019, 142（4)：044502.
[26]KIM J, SONG W, KANG B. Stochastic Approach to Kinematic Reliability of Open-loop Mechanism with Dimensional Tolerance[J]. Applied Mathematical Modelling, 2010, 34（5)：1225-1237.
[27]许昌瑀, 董惠敏, 王承刚, 等. 关节间隙对机械臂末端定位精度的影响研究[J]. 制造业自动化, 2017, 39（5)：44-48.
XU Changyu, DONG Huimin, WANG Chenggang, et al. Study on Kinematic Positioning Error of Manipulator Caused by Joint Clearance[J]. Manufacturing Automation, 2017, 39（5)：44-48.
[28]WU W, RAO S. Uncertainty Analysis and Allocation of Joint Tolerances in Robot Manipulators Based on Interval Analysis[J]. Reliability Engineering and System Safety, 2007, 92（1)：54-64.
[29]RAO S, BHATTI P. Probabilistic Approach to Manipulator Kinematics and Dynamics[J]. Reliability Engineering and System Safety, 2001, 72（1)：47-58.
[30]WANG Z, WANG Z, YU S, et al. Time-dependent Mechanism Reliability Analysis Based on Envelope Function and Vine-copula Function[J]. Mechanism and Machine Theory, 2019, 134:667-684.
[31]文瑞桥, 杨梦鸥, 刘涛, 等. 机器人的运动时变可靠性分析[J]. 工程设计学报, 2018, 25（1)：50-55.
WEN Ruiqiao, YANG Mengou, LIU Tao, et al. Time-dependent Kinematic Reliability Analysis of Robot Manipulators[J]. Chinese Journal of Engineering Design, 2018, 25（1)：50-55.
[32]王伟, 王进, 陆国栋. 基于四阶矩估计的机器人运动可靠性分析[J]. 浙江大学学报(工学版), 2018, 52（1)：1-7.
WANG Wei, WANG Jin, LU Guodong. Reliability Analysis of Manipulator Based on Fourth-moment Estimation[J]. Journal of Zhejiang University（Engineering Science), 2018, 52（1)：1-7.
[33]张春宜, 宋鲁凯, 费成巍, 等. 柔性机构动态可靠性分析的先进极值响应面方法[J]. 机械工程学报, 2017, 53（7)：47-54.
ZHANG Chunyi, SONG Lukai, FEI Chengwei, et al. Advanced Extremum Response Surface Method for Dynamic Reliability Analysis on Flexible Mechanism[J]. Journal of Mechanical Engineering, 2017, 53（7)：47-54.
[34]王铁军. 基于ADAMS的串联机器人运动可靠性仿真[D]. 沈阳：东北大学, 2006.
WANG Tiejun. Motion Reliability Simulation Based on ADAMS of a Serial-link Robot[D]. Shenyang：Northeastern University, 2006.
[35]李怀政, 陈启愉, 张华伟, 等. 基于ADAMS/Insight的SCARA机器人机构运动可靠性研究[J]. 机械设计与研究, 2018, 34（3)：63-66.
LI Huaizheng, CHEN Qiyu, ZHANG Huawei, et al. Analysis of Kinematic Reliability for SCARA Robots Mechanism Based on ADAMS/Insight[J]. Machine Design and Research, 2018, 34（3)：63-66.
[36]姜毅. 基于虚拟样机技术的6R工业机器人可靠性分析[D]. 芜湖：安徽工程大学, 2017.
JIANG Yi. The Reliability Analysis of 6R Industrial Robot Based on Virtual Prototype Technology[D]. Wuhu：Anhui Polytechnic University, 2017.
[37]VEITSCHEGGER W K, WU C H. Robot Calibration and Compensation[J]. IEEE Journal of Robotics & Automation 1988, 4（6)：643-656.
[38]ZHONG X, LEWIS M J, NNAGY F L. Inverse Robot Calibration Using Artificial Neural Networks[J]. Engineering Applications of Artificial Intelligence, 1996, 9（1)：83-93.
[39]NUBIOLA A, BONEV I A. Absolute Calibration of an ABB IRB 1600 Robot Using a Laser Tracker[J]. Robotics and Computer-integrated Manufacturing, 2013, 29（1)：236-245.
[40]JANG J H, KIM S H, KWAK Y K. Calibration of Geometric and Non-geometric Errors of an Industrial Robot[J]. Robotica, 2001, 19（3)：311-321.
[41]周炜, 廖文和, 田威. 基于空间插值的工业机器人精度补偿方法理论与试验[J]. 机械工程学报, 2013, 49（3)：42-48.
ZHOU Wei, LIAO Wenhe, TIAN Wei. Theory and Experiment of Industrial Robot Accuracy Compensation Method Based on Spatial Interpolation[J]. Journal of Mechanical Engineering, 2013, 49（3)：42-48.
[42]ZENG Y, TIAN W, LIAO W. Positional Error Similarity Analysis for Error Compensation of Industrial Robots[J]. Robotics and Computer-integrated Manufacturing, 2016, 42:113-120.
[43]ANGELIDIS A, VOSNIAKOS G. Prediction and Compensation of Relative Position Error along Industrial Robot End-effector Paths[J]. International Journal of Precision Engineering and Manufacturing, 2014, 15（1)：63-73.
[44]晏祖根, 孙立宁, 詹华群. 基于实时误差补偿的机器人系统研究[J]. 中国机械工程, 2007,18（11)：1299-1303.
YAN Zugen, SUN Lining, ZHAN Huaqun. Research on High-speed High-precision Robot Based on Real-time Error Compensation[J]. China Mechanical Engineering, 2007,18（11)：1299-1303.
[45]GATLA C S, LUMIA R, WOOD J E, et al. An Automated Method to Calibrate Industrial Robots Using a Virtual Closed Kinematic Chain[J]. IEEE Transactions on Robotics, 2007, 23（6)：1105-1116.
[46]SHI X, ZHANG F, QU X, et al. An Online Real-time Path Compensation System for Industrial Robots Based on Laser Tracker[J]. International Journal of Advanced Robotic Systems, 2016, 13（5)：1-14.
[47]PAN Z, HUI Z. Improving Robotic Machining Accuracy by Real-time Compensation[C]∥ICCAS-SICE. Fukuoka, 2009：4289-4294.
[48]WANG J, HUI Z, FUHLBRIGGE T. Improving Machining Accuracy with Robot Deformation Compensation[C]∥ IEEE/RSJ International Conference on Intelligent Robots & Systems. St. Louis, 2009:3826-3831.
[49]KHOSLA P K, KANADE T. Real-time Implementation and Evaluation[J]. IEEE Transactions on Robotics & Automation, 2002, 5（2)：245-253.