Parameter optimization of heavy-load parallel manipulator by introducing stiffness distribution evaluation index

被引:32
|
作者
Wang, Hao [1 ]
Zhang, Linsong [1 ]
Chen, Genliang [1 ]
Huang, Shunzhou [2 ]
机构
[1] Shanghai Jiao Tong Univ, Sch Mech Engn, Shanghai Key Lab Digital Manufacture Thin Walled, State Key Lab Mech Syst & Vibrat, Shanghai 200240, Peoples R China
[2] Shanghai Aerosp Equipment Manufacturer, Shanghai 200245, Peoples R China
基金
美国国家科学基金会;
关键词
Parameter optimization; Stiffness distribution index; KES analysis; PSO algorithm; Parallel manipulator; DIMENSIONAL SYNTHESIS; PARTICLE SWARM; OPTIMAL-DESIGN; ROBOT;
D O I
10.1016/j.mechmachtheory.2016.10.011
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Aiming at the heavy-load parallel robotic manipulators, other than classic sequential 'topology dimension-structure' parameter design methodology, this paper proposes a new way to optimize dimension and structure parameters(1) simultaneously. To deal with the low-speed but heavy load working environment, a new type of stiffness performance evaluation index is introduced based on kineto-elastic statics (KES) analysis. This stiffness distribution index, mainly focuses on the stiffness distribution among all parts in the manipulator, along with two other dynamic performance indices and some dimensional constraints, formulate a multi-objective optimization model. Then the particle swarm optimization (PSO) algorithm is introduced to search for the optimum parameters. This method is applied on a widely used TRICEPT parallel manipulator, the dynamic performances before and after optimization are compared to verify this effectiveness of this method.
引用
收藏
页码:244 / 259
页数:16
相关论文
共 50 条
  • [21] A Simplified Identification Method of Dynamic Stiffness for the Heavy-Load and Low-Speed Journal Bearings
    Li, Junning
    Han, Ka
    Chen, Wei
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2020, 27 (01): : 125 - 132
  • [22] Stiffness Analysis and Optimization of a Co-axial Spherical Parallel Manipulator
    Wu, Guanglei
    MODELING IDENTIFICATION AND CONTROL, 2014, 35 (01) : 21 - 30
  • [23] Design, analysis, and stiffness optimization of a three degree of freedom parallel manipulator
    Gao, Zhen
    Zhang, Dan
    Hu, Xiaolin
    Ge, Yunjian
    ROBOTICA, 2010, 28 : 349 - 357
  • [24] LOAD DISTRIBUTION OF PARALLEL SPRINGS WITH RANDOM LENGTH AND STIFFNESS
    GERBERT, G
    DEMARE, J
    JOURNAL OF VIBRATION ACOUSTICS STRESS AND RELIABILITY IN DESIGN-TRANSACTIONS OF THE ASME, 1987, 109 (04): : 402 - 406
  • [25] The optimization of small end bushings of connecting-rod in heavy-load diesel engines
    Yin, Song
    Qin, Wenjie
    MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 1215 - 1219
  • [26] Mechanism design and parameter optimization of a new asymmetric translational parallel manipulator
    Yang, Yi
    Tang, Yaqi
    Chen, Haijun
    Peng, Yan
    Pu, Huayan
    MECHANICAL SCIENCES, 2019, 10 (01) : 255 - 272
  • [27] Load Parameter Identification for Parallel Robot Manipulator Based on Extended Kalman Filter
    Song, Shijie
    Dai, Xiaolin
    Huang, Zhangchao
    Gong, Dawei
    COMPLEXITY, 2020, 2020
  • [28] LOAD DISTRIBUTION OF PARALLEL SPRINGS WITH RANDOM LENGTH AND STIFFNESS.
    Gerbert, Goran
    de Mare, Jacques
    Journal of vibration, acoustics, stress, and reliability in design, 1987, 109 (04): : 402 - 406
  • [29] Design Optimization of a Heavy-Load High-Temperature Superconducting Maglev System With Multiseeded YBaCuO Bulks
    Ye, Chang-Qing
    Ma, Guang-Tong
    Deng, Zi-Gang
    Liu, Kun
    Wang, Jia-Su
    IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2017, 27 (08)
  • [30] Stiffness modeling and optimization analysis of a novel 6-dof collaborative parallel manipulator
    Liu, Yao
    Li, Bing
    Xu, Peng
    Huang, Hailin
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2014, 8918 : 60 - 71