Hydraulic self servo swing cylinder structure optimization and dynamic characteristics analysis based on genetic algorithm

被引:0
|
作者
Jiang, Lin [1 ]
Wu, Ruolin [1 ]
Zhu, Zhichao [1 ]
机构
[1] College of Machinery and Automation, Wuhan University of Science and Technology, Wuhan, China
关键词
Structural optimization;
D O I
10.11916/j.issn.1005-9113.2015.04.005
中图分类号
学科分类号
摘要
The dynamic characteristics of hydraulic self servo swing cylinder were analyzed according to the hydraulic system natural frequency formula. Based on that, a method of the hydraulic self servo swing cylinder structure optimization based on genetic algorithm was proposed in this paper. By analyzing the four parameters that affect the dynamic characteristics, we had to optimize the structure to obtain as larger the Dm (displacement) as possible under the condition with the purpose of improving the dynamic characteristics of hydraulic self servo swing cylinder. So three state equations were established in this paper. The paper analyzed the effect of the four parameters in hydraulic self servo swing cylinder natural frequency equation and used the genetic algorithm to obtain the optimal solution of structure parameters. The model was simulated by substituting the parameters and initial value to the simulink model. Simulation results show that: using self servo hydraulic swing cylinder natural frequency equation to study its dynamic response characteristics is very effective. Compared with no optimization, the overall system dynamic response speed is significantly improved. ©, 2015, Harbin Institute of Technology. All right reserved.
引用
收藏
页码:36 / 46
相关论文
共 50 条
  • [21] Application of Control Parameters Optimization of CNC Servo System Based on Self-Adaptive Genetic Algorithm
    Dong, Guirong
    Zhao, Pengbing
    ADVANCED MATERIALS, PTS 1-4, 2011, 239-242 : 2847 - +
  • [22] Parameter optimization of PID controller based on Complex System Genetic Algorithm in Electro-hydraulic Servo Control System
    Yu Jue
    Zhuang Jian
    Yu Dehong
    PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), 2012, : 30 - 35
  • [23] Research on the pipeline influence on the dynamic characteristics of a hydraulic servo system based on Hypneu
    Liu, Zuo-Kai
    Wei, Jian-Jun
    Proceedings of the 2016 3rd International Conference on Mechatronics and Information Technology (ICMIT), 2016, 49 : 426 - 429
  • [24] Research on PID Position Control of a Hydraulic Servo System Based on Kalman Genetic Optimization
    Guo, Ying-Qing
    Zha, Xiu-Mei
    Shen, Yao-Yu
    Wang, Yi-Na
    Chen, Gang
    ACTUATORS, 2022, 11 (06)
  • [25] Dynamic Characteristic Analysis and Multi-Objective Optimization of Hydraulic Servo Valve Spool
    Gui S.
    Zhang X.
    Zhang S.
    Fu B.
    Ling M.
    Hsi-An Chiao Tung Ta Hsueh/Journal of Xi'an Jiaotong University, 2022, 56 (12): : 33 - 45
  • [26] Hydraulic Optimization of Multiphase Pump Based on CFD and Genetic Algorithm
    Hu Hao
    Li Xinkai
    Gu Bo
    INTERNATIONAL JOURNAL OF GRID AND DISTRIBUTED COMPUTING, 2015, 8 (06): : 161 - 169
  • [27] Optimization for the hydraulic performance of centrifugal blade based on the genetic algorithm
    Tian H.
    Sun X.
    Guo T.
    Li G.
    Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery, 2010, 41 (05): : 64 - 67+119
  • [28] Parameter Optimization of Hydraulic Hybrid Vehicle Based on Genetic Algorithm
    Liu Tao
    Ju Xuezhen
    APPLIED MECHANICS AND MECHANICAL ENGINEERING, PTS 1-3, 2010, 29-32 : 1079 - 1084
  • [29] Analysis on Static Pressure Bearing Seal Characteristics of Guide Sleeve of Electro-hydraulic Servo Cylinder
    SHAO Junpeng
    XU Longfei
    SUN Guitao
    InternationalJournalofPlantEngineeringandManagement, 2019, 24 (03) : 140 - 156
  • [30] Analysis of the static and dynamic characteristics of the electro-hydraulic pressure servo valve of robot
    Zhang, Jianrui
    Pan, Xiaonan
    Guo, Jinchang
    Bian, Jianxiao
    Kang, Jian
    SCIENTIFIC REPORTS, 2023, 13 (01):