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
  • [21] Optimization of Comprehensive Stiffness Performance Index for Industrial Robot in Milling Process
    Zhang, Jiabo
    Yang, Jizhi
    Yue, Yi
    Wen, Ke
    Zhou, Yinghao
    2019 IEEE 10TH INTERNATIONAL CONFERENCE ON MECHANICAL AND AEROSPACE ENGINEERING (ICMAE 2019), 2019, : 544 - 549
  • [22] Optimization of Robot Milling Accuracy Based on a New Stiffness Performance Index
    Gao, Ke
    IEEE ACCESS, 2024, 12 : 105211 - 105218
  • [23] Optimization of Comprehensive Stiffness Performance Index for Industrial Robot in Milling Process
    Chen Qintao
    Yang Jizhi
    Yin Shen
    Li Pengyu
    2019 9TH IEEE ANNUAL INTERNATIONAL CONFERENCE ON CYBER TECHNOLOGY IN AUTOMATION, CONTROL, AND INTELLIGENT SYSTEMS (IEEE-CYBER 2019), 2019, : 609 - 614
  • [24] Redundant Posture Optimization for 6R Robotic Milling Based on Piecewise-Global-Optimization-Strategy Considering Stiffness, Singularity and Joint-Limit
    Ni, Hepeng
    Ji, Shuai
    Ye, Yingxin
    SYMMETRY-BASEL, 2022, 14 (10):
  • [25] Posture Optimization in Robotic Flat-End Milling Based on Sequential Quadratic Programming
    Chen, Yongxue
    Ding, Ye
    JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME, 2023, 145 (06):
  • [26] Analysis and optimization of the robot setup for robotic-ultrasound-guided radiation therapy
    Matthias Schlüter
    Stefan Gerlach
    Christoph Fürweger
    Alexander Schlaefer
    International Journal of Computer Assisted Radiology and Surgery, 2019, 14 : 1379 - 1387
  • [27] Constant load toolpath planning and stiffness matching optimization in robotic surface milling
    Liao, Zhao-Yang
    Qin, Zhen-Zhong
    Xie, Hai-Long
    Wang, Qing-Hui
    Zhou, Xue-Feng
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 130 (1-2): : 329 - 351
  • [28] Analysis and optimization of the robot setup for robotic-ultrasound-guided radiation therapy
    Schlueter, Matthias
    Gerlach, Stefan
    Fuerweger, Christoph
    Schlaefer, Alexander
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2019, 14 (08) : 1379 - 1387
  • [29] Constant load toolpath planning and stiffness matching optimization in robotic surface milling
    Zhao-Yang Liao
    Zhen-Zhong Qin
    Hai-Long Xie
    Qing-Hui Wang
    Xue-Feng Zhou
    The International Journal of Advanced Manufacturing Technology, 2024, 130 : 353 - 368
  • [30] A Feed-Direction Stiffness Based Trajectory Optimization Method for a Milling Robot
    Xiong, Gang
    Ding, Ye
    Zhu, LiMin
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2017, PT II, 2017, 10463 : 184 - 195