Automated guided vehicles position control: a systematic literature review

被引:34
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 143 条
[31]   Real-time predictive sliding mode control method for AGV with actuator delay [J].
Chen, Zhi ;
Fu, Jian ;
Tu, Xiao-Wei ;
Yang, Ao-Lei ;
Fei, Min-Rui .
ADVANCES IN MANUFACTURING, 2019, 7 (04) :448-459
[32]   Adaptive-Neural-Network-Based Trajectory Tracking Control for a Nonholonomic Wheeled Mobile Robot With Velocity Constraints [J].
Chen, Ziyu ;
Liu, Yang ;
He, Wei ;
Qiao, Hong ;
Ji, Haibo .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2021, 68 (06) :5057-5067
[33]   Requirements of AGV (Automated Guided Vehicle) for SMEs (Small and Medium-sized Enterprises) [J].
Cheong, Hee-Woon ;
Lee, Hwally .
6TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, 2018, 139 :91-94
[34]  
Cho JH, 2017, INT J FUZZY LOG INTE, V17, P177, DOI 10.5391/IJFIS.2017.17.3.177
[35]  
Dae Hwan Kim, 2020, AETA 2018 - Recent Advances in Electrical Engineering and Related Sciences: Theory and Application. Lecture Notes in Electrical Engineering (LNEE 554), P932, DOI 10.1007/978-3-030-14907-9_90
[36]   Optimal Trajectory Tracking Control for Automated Guided Vehicles [J].
Das, Amritam ;
Kasemsinsup, Yanin ;
Weiland, Siep .
IFAC PAPERSONLINE, 2017, 50 (01) :303-308
[37]   Double Closed-Loop General Type-2 Fuzzy Sliding Model Control for Trajectory Tracking of Wheeled Mobile Robots [J].
Dian, Songyi ;
Han, Jixia ;
Guo, Rui ;
Li, Shengchuan ;
Zhao, Tao ;
Hu, Yi ;
Wu, Qing .
INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2019, 21 (07) :2032-2042
[38]  
Dòria-Cerezo A, 2019, 2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), P4061, DOI [10.23919/ECC.2019.8796166, 10.23919/ecc.2019.8796166]
[39]   Sensors applied to automated guided vehicle position control: a systematic literature review [J].
dos Reis, Wallace Pereira Neves ;
Morandin Junior, Orides .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 113 (1-2) :21-34
[40]  
Echelmeyer W., 2011, P IROS WORKSH METR M, P55