Optimal Design of an Orthogonal Generalized Parallel Manipulator Based on Swarm Particle Optimization Algorithm

被引:1
|
作者
Peng, Lei [1 ]
Tong, Zhizhong [1 ]
Li, Chongqing [1 ]
Jiang, Hongzhou [1 ]
He, Jingfeng [1 ]
机构
[1] Harbin Inst Technol, Dept Mechatron Engn, Harbin 150001, Peoples R China
关键词
Gough-Stewart parallel manipulator; Orthogonal design; A pair of composite hyperboloids; Optimization; PSO;
D O I
10.1007/978-3-319-65292-4_29
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Study of methods to design optimal Gough-Stewart parallel manipulator geometries meeting orthogonality is of high interest. The paper will design the Orthogonal Generalized Gough-Stewart Parallel Manipulator (OGGSPM) based on the composite hyperboloids. Moreover, Particle Swarm Optimization (PSO) algorithm is introduced to perform the structure optimization as the Jacobian matrix condition number is used as the evaluation index. As an example, two different optimization cases are presented.
引用
下载
收藏
页码:334 / 345
页数:12
相关论文
共 50 条
  • [1] Optimal design of an orthogonal generalized parallel manipulator based on swarm particle optimization algorithm
    Peng, Lei
    Tong, Zhizhong
    Li, Chongqing
    Jiang, Hongzhou
    He, Jingfeng
    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2017, 10463 LNAI : 334 - 345
  • [2] A Particle Swarm Optimization Algorithm based on Orthogonal Design
    Yang, Jie
    Bouzerdoum, Abdesselam
    Phung, Son Lam
    2010 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2010,
  • [3] Optimal design of tricept parallel manipulator with particle swarm optimization using performance parameters
    Farooq, Syed Saad
    Baqai, Aamer Ahmed
    Shah, Muhammad Faizan
    JOURNAL OF ENGINEERING RESEARCH, 2021, 9 (02): : 378 - 395
  • [4] Optimal Design of a 6-DOF Parallel Manipulator Using Particle Swarm Optimization
    Shirazi, A. R.
    Fakhrabadi, M. M. S.
    Ghanbari, A.
    ADVANCED ROBOTICS, 2012, 26 (13) : 1419 - 1441
  • [5] Forward kinematic solution of parallel manipulator based on particle swarm optimization
    Zhang, Hong-Li
    Peng, Guang-Zheng
    Beijing Ligong Daxue Xuebao/Transaction of Beijing Institute of Technology, 2007, 27 (SUPPL. 1): : 157 - 160
  • [6] Dynamic optimal reactive power dispatch based on parallel particle swarm optimization algorithm
    Li, Ying
    Cao, Yijia
    Liu, Zhaoyan
    Liu, Yi
    Jiang, Quanyuan
    COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2009, 57 (11-12) : 1835 - 1842
  • [7] Research and design of parallel annealing particle swarm optimization algorithm
    Cui, Yuhuan
    Song, xuchao
    Qu, Jingguo
    Feng, Li
    International Journal of Advancements in Computing Technology, 2012, 4 (17) : 135 - 142
  • [8] A parallel particle swarm optimization algorithm
    Ma, Yan
    Sun, Jun
    Xu, Wenbo
    DCABES 2006 PROCEEDINGS, VOLS 1 AND 2, 2006, : 61 - 64
  • [9] Orthogonal particle swarm optimization algorithm and its application in circuit design
    School of Computer Science, China University of Geosciences, Wuhan, China
    不详
    不详
    不详
    Yan, X. (yanxs1999@126.com), 2013, Universitas Ahmad Dahlan, Jalan Kapas 9, Semaki, Umbul Harjo,, Yogiakarta, 55165, Indonesia (11):
  • [10] A parallel particle swarm optimization algorithm for optimal reactive power dispatch
    Li, Ying
    Zhou, Hao
    Jiang, Quanyuan
    Liu, Zhaoyan
    Cao, Yijia
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES B-APPLICATIONS & ALGORITHMS, 2007, 14 : 227 - 233