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
  • [41] Stability Analysis for a Planar Parallel Manipulator with the Capability of Self-Coordinating the Load Distribution
    KONG Lingyu
    WANG Hao
    ZHANG Pu
    ZHAO Yong
    CHEN Genliang
    ZHAO Longhai
    Chinese Journal of Mechanical Engineering, 2015, 28 (04) : 821 - 829
  • [42] The Effect of Stiffness Parameter on Mass Distribution in Heavy-Ion Induced Fission
    Soheyli, Saeed
    Khalili, Morteza Khalil
    Ashrafi, Ghazaaleh
    JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN, 2018, 87 (06)
  • [43] Whole workspace optimization based parameter tuning of high-speed parallel manipulator controller
    School of Mechanical Engineering, Tianjin University, Tianjin 300072, China
    Jixie Gongcheng Xuebao, 2006, 9 (123-129):
  • [44] Experimental stiffness evaluation of a serial-parallel macro-milli manipulator for medical applications
    Carbone, G
    Ottaviano, E
    Ceccarelli, M
    ELEVENTH WORLD CONGRESS IN MECHANISM AND MACHINE SCIENCE, VOLS 1-5, PROCEEDINGS, 2004, : 1862 - 1867
  • [45] Trajectory optimization for inhibiting the joint parameter jump of a space manipulator with a load-carrying task
    Chen, Gang
    Yuan, Bonan
    Jia, Qingxuan
    Fu, Yingzhuo
    Tan, Jiayi
    MECHANISM AND MACHINE THEORY, 2019, 140 : 59 - 82
  • [46] Kinematics, dynamics, and load distribution analysis of a 4-PPPS redundantly actuated parallel manipulator
    Liu, Zhaoyang
    Tao, Rui
    Fan, Junfeng
    Wang, Zhe
    Jing, Fengshui
    Tan, Min
    MECHANISM AND MACHINE THEORY, 2022, 167
  • [47] Analysis and Evaluation of the Spreading Mechanism of Solid Lubricant under Low-Speed and Heavy-Load Graphite Inlay Lubrication
    Xu, Xiang
    Zhu, Yunlong
    Liu, Biao
    Feng, Zekang
    Wang, Xinghua
    Zhao, Xinze
    Xiao, Nengqi
    Mocaxue Xuebao/Tribology, 2024, 44 (09): : 1283 - 1294
  • [48] Optimization design using a global and comprehensive performance index and angular constraints in a type of parallel manipulator
    Mei, Jiangping
    Zhang, Xu
    Zang, Jiawei
    Zhang, Fan
    ADVANCES IN MECHANICAL ENGINEERING, 2018, 10 (07)
  • [49] Load distribution optimization of parallel chillers based on improved firework algorithm
    Yu J.-Q.
    Wang F.
    Zhao A.-J.
    Liu Q.-T.
    Kongzhi yu Juece/Control and Decision, 2021, 36 (11): : 2618 - 2626
  • [50] Evaluation of a New Parallel Numerical Parameter Optimization Algorithm for a Dynamical System
    Duran, Ahmet
    Tuncel, Mehmet
    NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS (NUMTA-2016), 2016, 1776