Optimal design of a variable stiffness joint in a robot manipulator using the response surface method

被引:12
|
作者
Yoo, Jeonghoon [1 ]
Hyun, Myung Wook [2 ]
Choi, Jun Ho [3 ]
Kang, Sungchul [3 ]
Kim, Seung-Jong [4 ]
机构
[1] Yonsei Univ, Sch Mech Engn, Seoul 120749, South Korea
[2] SAMSUNG Elect Co Ltd, Storage Syst Div, Suwon 443742, Gyeonggo Do, South Korea
[3] Korea Inst Sci & Technol, Intelligent Robot Res Ctr, Seoul 136791, South Korea
[4] Korea Inst Sci & Technol, Tribol Res Ctr, Seoul 136791, South Korea
关键词
Variable stiffness joint; Robot manipulator; Permanent magnet; Finite element method; Design of experiments; Response surface method; FORCE;
D O I
10.1007/s12206-009-0516-z
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The response surface method combined with the design of experiment-based design optimization of a variable stiffness joint (VSJ) is presented in this article. A VSJ used in a manipulator of a robot arm to support 1 kg payload at the end is designed by considering the minimization of the total weight as the objective function. Owing to the requirement of large rotational stiffness of the VSJ, over 10 N center dot m, ring-type permanent magnets are adopted. First, a model composed of two permanent magnets was initially manufactured and tested for comparison with the analysis results. Then, a three-ring-type permanent magnet-based model is suggested and optimized to increase the torque of VSJ. The finite element method is used as a magnetic field analysis method to substitute for the expensive experimental process. Optimization results decrease the weight from 0.899 kg to 0.538 kg, still satisfying the requirement for the rotational stiffness.
引用
收藏
页码:2236 / 2243
页数:8
相关论文
共 50 条
  • [41] The Design Principle and Method of Load-Carrying Lower Limb Exoskeleton Based on Passive Variable Stiffness Joint
    Fan, Huaqing
    Chen, Wenbin
    Che, Jingming
    Zhou, Zhijie
    INTELLIGENT ROBOTICS AND APPLICATIONS, ICIRA 2021, PT I, 2021, 13013 : 676 - 686
  • [42] Design and Stiffness Control of a Variable-Length Continuum Robot for Endoscopic Surgery
    Zhang, Jingyu
    Fang, Qin
    Liu, Lilu
    Jin, Rui
    Xiang, Pingyu
    Xiong, Rong
    Wang, Yue
    Lu, Haojian
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, : 5251 - 5261
  • [43] Reliability based design optimization using response surface augmented moment method
    Sanghoon Lee
    Journal of Mechanical Science and Technology, 2019, 33 : 1751 - 1759
  • [44] A Variable-Stiffness Joint Based on Electromagnetic Force Attraction: Modeling and Design
    Filomeno Amador, Luis D.
    Castillo Castaneda, Eduardo
    Carbone, Giuseppe
    Laribi, Med Amine
    ROBOTICS AND MECHATRONICS, ISRM 2024, 2024, 158 : 67 - 76
  • [45] Optimal sliding mode control of a robot manipulator under uncertainty using PSO
    Seyed Mohammad Hashem Zadeh
    Saeed Khorashadizadeh
    Mohammad Mehdi Fateh
    Mohammad Hadadzarif
    Nonlinear Dynamics, 2016, 84 : 2227 - 2239
  • [46] Reliability based design optimization using response surface augmented moment method
    Lee, Sanghoon
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2019, 33 (04) : 1751 - 1759
  • [47] Optimal sliding mode control of a robot manipulator under uncertainty using PSO
    Zadeh, Seyed Mohammad Hashem
    Khorashadizadeh, Saeed
    Fateh, Mohammad Mehdi
    Hadadzarif, Mohammad
    NONLINEAR DYNAMICS, 2016, 84 (04) : 2227 - 2239
  • [48] Optimal Process Design of Hydrogen Production Using Response Surface Methodology
    Kim, Boeun
    Heo, Seongmin
    Ryu, Kyung Hwan
    IFAC PAPERSONLINE, 2022, 55 (07): : 620 - 625
  • [49] Design, analysis, and simulation of a new variable stiffness joint based on antagonist principle
    Contreras-Calderon, Maria Guadalupe
    Laribi, Med Amine
    Arsicault, Marc
    Castillo-Castaneda, Eduardo
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2022, 236 (18) : 9991 - 10000
  • [50] Optimal Design of Transformer Electrostatic Ring Insulation Based on Response Surface Method
    Liu G.
    Liu X.
    Liu Y.
    Li L.
    Sun Y.
    Lei Y.
    Gaodianya Jishu/High Voltage Engineering, 2022, 48 (10): : 4163 - 4171