Optimization of AGV Dispatching Based on Petri Net Towards Smart Manufacturing System

被引:2
|
作者
Xiang, Shangjia [1 ]
Lv, Yaqiong [1 ]
机构
[1] Wuhan Univ Technol, Sch Logist Engn, Wuhan, Peoples R China
基金
中国国家自然科学基金; 国家教育部科学基金资助;
关键词
AGV Dispatching; Petri Net; PIPE Simulation; Scheduling;
D O I
10.1109/IEEM50564.2021.9673011
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
As the key technique of smart manufacturing, Automated Guided Vehicles(AGV) are widely adopted in automatic material handling systems. How to dispatch AGVs for material distribution so as to support better production has always been a problem for smart factories as there might be different complex constraints in a real practical manufacturing environment. Petri Nets as a powerful system modeling tool is capable to demonstrate the discrete states/events in real systems. Therefore, a Petri net model is established in this paper to describe the workshop production process with AGVs for material delivery, and Platform Independent Petri Net Editor(PIPE) is used to analyze the resource changes via simulation analysis. The invariant analysis is adopted to represent structure characteristics, combined with the simulation result from PIPE, resource utilization can be obtained and a reconfiguration of AGVs will also be suggested. Finally, based on improved AGV configuration the dispatching scheduling is provided.
引用
收藏
页码:16 / 20
页数:5
相关论文
共 50 条
  • [21] AGV semantic attack detection based on extended stochastic Petri net
    Zhang, Sichao
    Liang, Wei
    Zhang, Yinlong
    Wang, Kai
    INTERNATIONAL JOURNAL OF SENSOR NETWORKS, 2023, 42 (02) : 113 - 124
  • [22] Multi-attribute and predictive cascaded fuzzy system for the AGV dispatching in a flexible manufacturing system
    Carida, Vinicius F.
    dos Reis, Wallace P. N.
    Morandin Jr, Orides
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 134 (7-8): : 3181 - 3199
  • [23] Fault detection and power distribution optimization of smart grids based on hybrid Petri net
    Ghazi Z.
    Doustmohammadi A.
    Energy Systems, 2017, 8 (03) : 465 - 493
  • [24] An EDM Multi-agent Collaborative Manufacturing System Based on Petri net
    Zhao Jinzhi
    Liu Yuantao
    Zhao Huiying
    ADVANCED MATERIALS AND ENGINEERING MATERIALS, PTS 1 AND 2, 2012, 457-458 : 921 - 926
  • [25] Behavior description for complex flexible manufacturing system based on decomposition of petri net
    Qingtian Zeng
    Hua Duan
    COMPUTER SYSTEMS SCIENCE AND ENGINEERING, 2007, 22 (06): : 359 - 363
  • [26] Petri net modeling and analysis of an iPad manufacturing system
    Shen, Rong-Kuan
    Chiou, Gwo-Jen
    Yang, Cheng-Ying
    Shen, Victor R. L.
    Chen, Yu-Chia
    SYSTEMS ENGINEERING, 2018, 21 (02) : 115 - 130
  • [27] Scheduling flexible manufacturing system based on timed petri net and heuristic search
    Li, Cheng
    Li, Shuang
    Feng, Yi-Ping
    Rong, Gang
    Shanghai Jiaotong Daxue Xuebao/Journal of Shanghai Jiaotong University, 2015, 49 (05): : 708 - 713
  • [28] Improving performance of a flexible manufacturing system by Petri net based modelling and simulation
    Cavalieri, S
    IECON 2000: 26TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4: 21ST CENTURY TECHNOLOGIES AND INDUSTRIAL OPPORTUNITIES, 2000, : 1298 - 1303
  • [29] Modeling with hierarchical Petri net of semiconductor manufacturing system
    Huang, D
    Yan, JW
    Qiao, F
    2004 8TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1-3, 2004, : 2217 - 2222
  • [30] Modeling of dispatching-rules for job shop scheduling in manufacturing systems - A Petri Net approach
    Dahms, M
    Schmidt, M
    INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOL 1-4, PROCEEDINGS, 2005, : 2025 - 2030