YARD CRANE DISPATCHING BASED ON REAL TIME DATA DRIVEN SIMULATION FOR CONTAINER TERMINALS

被引:16
|
作者
Guo, Xi [1 ]
Huang, Shell Ying [1 ]
Hsu, Wen Jing [1 ]
Low, Malcolm Yoke Hean [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
关键词
ALGORITHMS;
D O I
10.1109/WSC.2008.4736380
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
This paper studies the problem of real time yard crane dispatching in container terminals. Many technologies, including transponders, RFID and GPS have been used in the container terminal setting for real-time tracking of terminal equipment. A judicious integration of real-time data into the yard crane management system will allow better utilization of terminal resources to improve overall terminal productivity. We propose a yard crane dispatching algorithm based on real time data driven simulation to solve the problem of yard crane job sequencing to minimize average vehicle waiting time. The algorithm will produce optimal operation sequence for each planning window. Several policies to select jobs to form the planning window are also proposed. Our simulation results show that dispatching yard crane based on real time data driven simulation is of great value in improving yard crane performance in 3 scenarios with different vehicle arriving patterns and our results are 10% worse off a loosely estimated overall optimal performance result.
引用
收藏
页码:2648 / 2655
页数:8
相关论文
共 50 条
  • [21] Optimization and simulation of vehicles dispatching in container terminals
    School of Logistics Engineering, WUT, Wuhan 430063, China
    Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban), 2006, 5 (827-830):
  • [22] Integrated Quay Crane and Yard Truck Schedule Problem in Container Terminals
    曹瑾鑫
    史其信
    Der-Horng Lee
    TsinghuaScienceandTechnology, 2010, 15 (04) : 467 - 474
  • [23] Solving the Twin Yard Crane Scheduling Problem in Automated Container Terminals
    Oladugba, A. O.
    Gheith, M.
    Eltawil, A.
    2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2019, : 1398 - 1402
  • [24] Simulation-Based Analysis of Dispatching Methods on Seaport Container Terminals
    Schwientek, Anne
    Lange, Ann-Kathrin
    Jahn, Carlos
    DYNAMICS IN LOGISTICS, 2018, : 167 - 171
  • [25] Joint Optimization of Loading Sequence and Yard Crane Travel Route in Container Terminals
    Guo W.-W.
    Ji M.-J.
    Zhu H.-L.
    Wang Q.-B.
    Jiaotong Yunshu Xitong Gongcheng Yu Xinxi/Journal of Transportation Systems Engineering and Information Technology, 2018, 18 (04): : 178 - 187
  • [26] Yard crane scheduling at container terminals: A comparative study of centralized and decentralized approaches
    Omor Sharif
    Nathan Huynh
    Maritime Economics & Logistics, 2012, 14 : 139 - 161
  • [27] Simulation-based Optimization on Quay Crane Scheduling of Container Terminals
    Li Haoyuan
    Sun Qi
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 1135 - 1139
  • [28] Yard crane scheduling at container terminals: A comparative study of centralized and decentralized approaches
    Sharif, Omor
    Huynh, Nathan
    MARITIME ECONOMICS & LOGISTICS, 2012, 14 (02) : 139 - 161
  • [29] A quay crane scheduling method considering interference of yard cranes in container terminals
    Jung, Da Hun
    Park, Young-Man
    Lee, Byung Kwon
    Kim, Kap Hwan
    Ryu, Kwang Ryel
    MICAI 2006: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2006, 4293 : 461 - +
  • [30] Optimization Approach for Yard Crane Scheduling Problem with Uncertain Parameters in Container Terminals
    Liu, Wenqian
    Zhu, Xiaoning
    Wang, Li
    Yan, Baicheng
    Zhang, Xuewei
    JOURNAL OF ADVANCED TRANSPORTATION, 2021, 2021