1.武汉工程大学 机电工程学院, 湖北 武汉 430205
陶冶(1996— ),男,湖北黄冈人,硕士研究生,主要研究方向为绳驱动并联机器人技术。
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陶冶,张尚盈,王彦伟.冗余约束绳驱并联机器人的位姿正解[J].机械传动,2020,44(07):19-23.
Tao Ye Zhang Shangying Wang Yanwei.Forward Position Solution of Redundantly Constrained Cable-driven Parallel Robot[J].Journal of Mechanical Transmission,2020,44(07):19-23.
陶冶,张尚盈,王彦伟.冗余约束绳驱并联机器人的位姿正解[J].机械传动,2020,44(07):19-23. DOI: 10.16578/j.issn.1004.2539.2020.07.003.
Tao Ye Zhang Shangying Wang Yanwei.Forward Position Solution of Redundantly Constrained Cable-driven Parallel Robot[J].Journal of Mechanical Transmission,2020,44(07):19-23. DOI: 10.16578/j.issn.1004.2539.2020.07.003.
提出一种基于Levenberg-Marquardt方法求解并联机器人的位姿正解算法。建立一种冗余约束的绳驱并联机器人运动学模型,将机构参数化以求解位姿反解问题。建立非线性正解方程组,取末端执行器的原始位姿作为迭代初值,运用所提出的算法求解位姿正解。利用Matlab/Simulink/xPC工具进行仿真实验,选取复杂的周期性圆曲线作为并联机器人的运动轨迹,进行实时仿真;经验证,该算法可完成精确的位姿正解运算,实现平稳的运动轨迹,具有良好的实时性。选取5种位姿组合,验证该算法的高效性,验算结果表明,该算法迭代次数少、运算时间短、求解精度高,为实现并联机器人的实时监测和复杂控制策略提供了一定的理论指导。
An algorithm for solving the forward position solution problem of the parallel robot based on Levenberg-Marquardt method is proposed. A kinematics model of a redundantly constrained cable-driven parallel robot is established,and the mechanism is parameterized to solve the inverse position solution problem. The nonlinear equations of forward kinematics are established,and the original pose of the end effector is taken as the iterative initial value to solve the forward position solution problem by applying the proposed algorithm. The Matlab/Simulink/xPC tool is used for simulation experiments. The complex periodic circular curve is selected as the motion trajectory of the parallel robot for the real-time simulation. It is verified that the algorithm can achieve accurate forward position solution and smooth motion trajectory,and has good real-time performance. Five pose combinations are selected to verify the high efficiency of the algorithm. The calculation results show that the algorithm has fewer iterations,shorter computation time and higher accuracy,which provides a theoretical guidance for real-time monitoring and complex control strategies of parallel robots.
绳驱并联机器人 冗余约束 Levenberg-Marquardt方法 位姿正解
Cable-driven parallel robotRedundant constraintLevenberg-Marquardt methodForward position solution
SONG D,ZHANG L X,XUE F.Configuration optimization and a tension distribution algorithm for cable-driven parallel robots[J].IEEE Access,2018(6):33928-33940.
POTT A,SCHMIDT V.On the forward kinematics of cable-driven parallel robots[C].IEEE/RSJ International Conference on Intelligent Robot and Systems,2015:3182-3187.
董晓东,段清娟,马彪,等.基于凸集理论的绳牵引串并联机器人工作空间算法[J].中国机械工程,2016,27(18):2424-2429.
DONG Xiaodong,DUAN Qingjuan,MA Biao,et al.Workspace algorithm of cable-driven serial and parallel manipulators based on convex set theory[J].China Mechanical Engineering,2016,27(18):2424-2429.
JAMSHIDIFAR H,KHAJEPOUR A,FIDAN B,et al.Kinematically-constrained redundant cable-driven parallel robots: modeling,redundancy analysis and stiffness optimization[J].IEEE/ASME Transactions on Mechatronics,2016,22(2):921-930.
耿明超,赵铁石,王唱,等.基于拟Newton法的并联机构位置正解[J].机械工程学报,2015,51(9):28-36.
GENG Mingchao,ZHAO Tieshi,WANG Chang,et al.Direct position analysis of parallel mechanism based on quasi-Newton method[J].Journal of Mechanical Engineering,2015,51(9):28-36.
GARANT X,CAMPEAU-LECOURS A,CARDOU P,et al.Improving the forward kinematics of cable-driven parallel robots through cable angle sensors[C].Proceedings of the Third International conference on the Cable-Driven Parallel Robots,2018:167-179.
黄昔光,廖启征,魏世民,等.一般6-6型平台并联机构位置正解代数消元法[J].机械工程学报,2009,45(1):56-61.
HUANG Xiguang,LIAO Qizheng,WEI Shimin,et al.Forward kinematics analysis of the general 6-6 platform parallel mechanism based on algebraic elimination[J].Journal of Mechanical Engineering,2009,45(1):56-61.
尤晶晶,符周舟,吴洪涛,等.12-6台体型Stewart冗余并联机构正向运动学研究[J].农业机械学报,2017,48(12):395-402.
YOU Jingjing,FU Zhouzhou,WU Hongtao,et al.Forward kinematics of general 12-6 steward redundant parallel mechanism[J].Transactions of the Chinese Society for Agricultural Machinery,2017,48(12):395-402.
薛剑,唐志勇,裴忠才.6-3 Stewart平台位置正解的机构简化数值方法[J].北京航空航天大学学报,2014,40(7):921-926.
XUE Jian,TANG Zhiyong,PEI Zhongcai.Numerical method of forwaed position solution for 6-3 Stewart platform based on mechanism simplification[J].Journal of Beijing University of Aeronautics and Astronautics,2014,40(7):921-926.
沈惠平,尹洪波,王振,等.基于拓扑结构分析的求解6-SPS并联机构位置正解的研究[J].机械工程学报,2013,49(21):70-80.
SHEN Huiping,YIN Hongbo,WANG Zhen,et al.Research on forward position solutions for 6-SPS parallel maechanisms based on topology structure analysis[J].Journal of Mechanical Engineering,2013,49(21):70-80.
高刚毅,姜全新,陈畅子.基于改进型BP神经网络的并联机构位置正解研究[J].机床与液压,2017,45(21):60-63.
GAO Gangyi,JIANG Quanxin,CHEN Changzi.Forward position kinematics study of parallel manipulator based on improved BP neural network[J].Machine Tool & Hydraulics,2017,45(21):60-63.
LEVENBERG K.A method for the solution of certain nonlinear problems in least squares[J].Quarterly of Applied Mathematics,1944(2):164-166.
MARQUARDT D.An algorithm for least squares estimation on nonlinear parameters[J].Journal of the Society for Industrial and Applied Mathematics,1963(11):431-441.
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