Automated guided vehicles position control: a systematic literature review

被引:27
|
作者
dos Reis, Wallace Pereira Neves [1 ,2 ]
Couto, Giselle Elias [3 ]
Morandin Junior, Orides [1 ]
机构
[1] Univ Fed Sao Carlos, Dept Comp, Sao Carlos, SP, Brazil
[2] Fed Inst Educ Sci & Technol Rio De Janeiro, IFRJ Campus Volta Redonda, Volta Redonda, RJ, Brazil
[3] Fed Ctr Technol Educ Celso Suckow Fonseca CEFET R, Itaguai, RJ, Brazil
关键词
Automated guided vehicle; Mobile robot; Position control; Path tracking; Control systems; Intelligent control; Systematic literature review; TRAJECTORY TRACKING CONTROL; WHEELED MOBILE ROBOT; SLIDING MODE CONTROL; ROBUST-CONTROL; VELOCITY; DESIGN; AGVS;
D O I
10.1007/s10845-021-01893-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Automated Guided Vehicles (AGVs) are essential elements of manufacturing intralogistics and material handling. Improving the position accuracy along the AGV trajectory allows the vehicle to work on narrower aisles with lower error tolerance. Despite the increasing number of papers in AGVs and mobile robots' position control research area, there is a lack of curatorial work presenting and analyzing the control strategies applied in the problem domain. Therefore, the main objective is to analyze the published researches of the past seven years on the position control of AGVs to recognize research patterns, gaps, and tendencies, outlining the research field. The paper proposes a systematic literature review to investigate the research field from the controller design perspective. Its protocol and procedures are presented in detail. Four main research topics were addressed: the control strategies used in the AGV position control problem, how the literature presents the AGV operating requirement of position accuracy, how the literature validate the proposed controller and present their results regarding the system's position accuracy, and the technological tendencies the proposed solutions reveals. Besides, within the main topics, other points were investigated, such as the AGV application area, the considered mathematical model, the sensors and guidance system used, and the maximum payload of the vehicle and operation under different load conditions. The data synthesis shows the predominant control strategies applied to the problem and the interaction among distinct control theory areas, indicating a notable interaction of Intelligent Control techniques to the other strategies. The paper's contributions are using a systematic literature review method over the AGV position control publications, presenting an overview of the research area, analyzing the research question topics from selected articles, and proposing a research agenda.
引用
收藏
页码:1483 / 1545
页数:63
相关论文
共 50 条
  • [21] A Systematic Survey of Control Techniques and Applications in Connected and Automated Vehicles
    Liu, Wei
    Hua, Min
    Deng, Zhiyun
    Meng, Zonglin
    Huang, Yanjun
    Hu, Chuan
    Song, Shunhui
    Gao, Letian
    Liu, Changsheng
    Shuai, Bin
    Khajepour, Amir
    Xiong, Lu
    Xia, Xin
    IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (24) : 21892 - 21916
  • [22] Petri Net-based Control of the Material Handling Flow Path for Automated Guided Vehicles
    Zhou, Xiaorong
    Li, Peihui
    Su, Wengui
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 1677 - 1682
  • [23] A systematic literature review on automated log abstraction techniques
    El-Masri, Diana
    Petrillo, Fabio
    Gueheneuc, Yann-Gael
    Hamou-Lhadj, Abdelwahab
    Bouziane, Anas
    INFORMATION AND SOFTWARE TECHNOLOGY, 2020, 122
  • [24] A review of design and control of automated guided vehicle systems
    Le-Anh, T
    De Koster, MBM
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 171 (01) : 1 - 23
  • [25] An automated guided mechatronic tractor for path tracking of heavy-duty robotic vehicles
    Wu, Xing
    Shen, Weiliang
    Lou, Peihuang
    Wu, Bin
    Wang, Longjun
    Tang, Dunbing
    MECHATRONICS, 2016, 35 : 23 - 31
  • [26] A Systematic Literature Review of Autonomous and Connected Vehicles in Traffic Management
    Alanazi, Fayez
    APPLIED SCIENCES-BASEL, 2023, 13 (03):
  • [27] Life cycle assessment of electric vehicles: a systematic review of literature
    Das, Pabitra Kumar
    Bhat, Mohammad Younus
    Sajith, Shambhu
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2024, 31 (01) : 1314 - 1330
  • [28] Life cycle assessment of electric vehicles: a systematic review of literature
    Pabitra Kumar Das
    Mohammad Younus Bhat
    Shambhu Sajith
    Environmental Science and Pollution Research, 2024, 31 : 73 - 89
  • [29] control of Automated Guided Vehicles Based on Multi-Attribute Dispatching Rule
    Gan, Zou
    Tao, Li
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING, PTS 1-3, 2013, 278-280 : 1432 - +
  • [30] New hybrid vision-based control approach for automated guided vehicles
    Zoran Miljković
    Najdan Vuković
    Marko Mitić
    Bojan Babić
    The International Journal of Advanced Manufacturing Technology, 2013, 66 : 231 - 249