The Research on Multi-AGV Path Planning

被引:0
|
作者
Cheng, Yang [1 ]
Liu, Qing [1 ]
Xie, Zhaoqing [1 ]
机构
[1] Wuhan Univ Technol, Sch Automat, 122 Luoshi Rd, Wuhan 430070, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
AGV; Path planning; Mathematical model; NGA;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
With the increasing demands on production efficiency and automation of modern factories or construction sites, the use of AGV (Automated Guided Vehicle) has become more and more. This paper is aimed at multi-AGV path planning in dynamic environment of automated production workshop. Firstly, the mathematical model of the problem is established. Then, the improved niche genetic algorithm is designed. Finally, three collision-free optimal paths are obtained by MATLAB simulation.
引用
收藏
页码:862 / 867
页数:6
相关论文
共 50 条
  • [1] Research on multi-AGV path planning in automated container terminal
    Yu, Meng
    He, Zhiling
    Li, Dawei
    Yin, Liang
    [J]. 2019 5TH INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS 2019), 2019, : 565 - 572
  • [2] Research on Traffic Control Algorithm Based on Multi-AGV Path Planning
    Yang, Meng
    Bian, Yongming
    Ma, Lizhong
    Liu, Guangjun
    Zhang, Hao
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2021, : 697 - 702
  • [3] Path Planning and Intelligent Scheduling of Multi-AGV Systems in Workshop
    Liu, Chengbao
    Tan, Jie
    Zhao, Hongsheng
    Li, Yaning
    Bai, Xiwei
    [J]. PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 2735 - 2739
  • [4] A Bi-Level Path Planning Algorithm for Multi-AGV Routing Problem
    Yuan, Zhiheng
    Yang, Zhengmao
    Lv, Lingling
    Shi, Yanjun
    [J]. ELECTRONICS, 2020, 9 (09) : 1 - 16
  • [5] Improved A* path planning algorithm for vision-guided multi-AGV system
    Lian, Yin-Dong
    Xie, Wei
    [J]. Kongzhi yu Juece/Control and Decision, 2021, 36 (08): : 1881 - 1890
  • [6] Multi-AGV Path Planning for Intelligent Garage Based on Improved Conflict Search
    Minghui, Ren
    Jun, Liang
    Long, Chen
    Chun, Zhang
    Yun, Wang
    [J]. Qiche Gongcheng/Automotive Engineering, 2023, 45 (10): : 1933 - 1943
  • [7] Multi-AGV Path Planning for Indoor Factory by Using Prioritized Planning and Improved Ant Algorithm
    Zhang, Yi
    Wang, Fuli
    Fu, Fukang
    Su, Zuqiang
    [J]. JOURNAL OF ENGINEERING AND TECHNOLOGICAL SCIENCES, 2018, 50 (04): : 534 - 547
  • [8] Multi-AGV path planning with double-path constraints by using an improved genetic algorithm
    Han, Zengliang
    Wang, Dongqing
    Liu, Feng
    Zhao, Zhiyong
    [J]. PLOS ONE, 2017, 12 (07):
  • [9] Multi-AGV Path Planning for Express Distribution Center Under Dynamic Priority Strategy
    Tian, Shuaihui
    Fan, Lue
    [J]. Computer Engineering and Applications, 2023, 59 (14) : 275 - 284
  • [10] A multi-AGV fast path planning method based on improved CBS algorithm in workshops
    Zhou, Zhuo
    Xu, Liyun
    Qin, Haoran
    Zhang, Beikun
    Shang, Gang
    Xu, Zhun
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2024, 238 (05) : 1507 - 1521