Optimization of Robot Posture and Workpiece Setup in Robotic Milling With Stiffness Threshold

被引:52
|
作者
Liao, Zhao-Yang [1 ]
Wang, Qing-Hui [1 ]
Xie, Hai-Long [1 ]
Li, Jing-Rong [1 ]
Zhou, Xue-Feng [2 ]
Pan, Tian-Hua [1 ]
机构
[1] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R China
[2] Guangdong Inst Intelligent Mfg, Guangzhou 510070, Peoples R China
关键词
Robots; Robot kinematics; Milling; Tools; Indexes; Strain; Service robots; Posture optimization; robotic milling; stiffness index; workpiece setup; INDUSTRIAL ROBOT; IDENTIFICATION;
D O I
10.1109/TMECH.2021.3068599
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Industrial robot provides a promising alternative in freeform surface milling. However, due to its low stiffness, it is difficult to guarantee the machining quality. While existing research considers mainly the influence of robot posture on stiffness, the workpiece setup's influence is equally important. In this article, to ensure the overall workpiece's robot stiffness meets the requirement of stiffness threshold in robotic milling, a method for simultaneously optimizing the robot posture and the workpiece setup is proposed. First, to evaluate the robot stiffness during machining, this article presents a new stiffness index considering the robot's rotational deformation. And then, an optimization model is established to optimize both the robot redundancy and the workpiece setup, considering the constraints of joint limitation, singularity-free and collision-free. Moreover, for complex freeform surfaces, to obtain the minimum number of posture changes of the robot and workpiece under the premise of meeting the limit of stiffness threshold, this article constructs a minimum set covering problem, which is solved by a clustering algorithm and a greedy algorithm. Finally, simulations and experimental studies are conducted to validate the effectiveness of the proposed robot stiffness index and the proposed optimization method, showing that the robot stiffness is improved during a milling process of the entire workpiece.
引用
收藏
页码:582 / 593
页数:12
相关论文
共 50 条
  • [31] Region-based toolpath generation for robotic milling of freeform surfaces with stiffness optimization
    Liao, Zhao-Yang
    Li, Jing-Rong
    Xie, Hai-Long
    Wang, Qing-Hui
    Zhou, Xue-Feng
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2020, 64
  • [32] Optimization of the Workpiece Location in a Machining Robotic Cell
    Lopes, Antonio M.
    Solteiro Pires, E. J.
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2011, 8 (06) : 37 - 46
  • [33] Workpiece Posture Measurement and Intelligent Robot Grasping Based on Monocular Vision
    Guo Qingda
    Quan Yanming
    Zhu Zhengwei
    PROCEEDINGS 2016 EIGHTH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION ICMTMA 2016, 2016, : 919 - 922
  • [34] Stiffness-based pose optimization of an industrial robot for five-axis milling
    Xiong, Gang
    Ding, Ye
    Zhu, LiMin
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2019, 55 : 19 - 28
  • [35] Formulation of Posture Optimization for Multi-legged Robot via Eigen Decomposition of Stiffness Matrix
    Lin, Xuan
    Hong, Dennis
    2016 13TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAI), 2016, : 104 - 108
  • [36] Robotic milling posture adjustment under composite constraints: A weight-sequence identification and optimization strategy
    Zhao, Shengqiang
    Peng, Fangyu
    Sun, Hao
    Yan, Rong
    Tang, Xiaowei
    Zhang, Hua
    ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING, 2024, 85
  • [37] Smoothness-oriented motion planning method for milling robot considering workpiece set-up optimization
    Yao, JianJun
    Qian, Chen
    Ke, Yun
    Zhang, YiKun
    ENGINEERING OPTIMIZATION, 2024, 56 (12) : 2078 - 2098
  • [38] A chatter-free path optimization algorithm based on stiffness orientation method for robotic milling
    He, Feng-xia
    Liu, Yu
    Liu, Kuo
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 101 (9-12): : 2739 - 2750
  • [39] A chatter-free path optimization algorithm based on stiffness orientation method for robotic milling
    Feng-xia He
    Yu Liu
    Kuo Liu
    The International Journal of Advanced Manufacturing Technology, 2019, 101 : 2739 - 2750
  • [40] ANALYZING THE EFFECT OF WORKPIECE STIFFNESS VARIATION ON THE STABILITY IN FLANK MILLING OF AN IMPELLER BLADE
    Singh, Narendra
    Agrawal, Ankita
    Wanaskar, Kapil
    Kartik, V.
    Joshi, Suhas S.
    PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2016, VOL. 2, 2016,