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
  • [1] A SIMULATION BASED HYBRID ALGORITHM FOR YARD CRANE DISPATCHING IN CONTAINER TERMINALS
    Guo, Xi
    Huang, Shell Ying
    Hsu, Wen Jing
    Low, Malcolm Yoke Hean
    PROCEEDINGS OF THE 2009 WINTER SIMULATION CONFERENCE (WSC 2009 ), VOL 1-4, 2009, : 2230 - 2241
  • [2] Performance Comparison of Real-Time Yard Crane Dispatching Strategies at Nontransshipment Container Terminals
    Yu, Xuhui
    Tang, Guolei
    Guo, Zijian
    Song, Xiangqun
    Yu, Jingjing
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
  • [3] Performing A* Search for Yard Crane Dispatching in Container Terminals
    Guo, Xi
    Huang, Shell Ying
    20TH IEEE INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, VOL 1, PROCEEDINGS, 2008, : 263 - 267
  • [4] EMBEDDING SIMULATION IN YARD CRANE DISPATCHING TO MINIMIZE JOB TARDINESS IN CONTAINER TERMINALS
    Huang, Shell Ying
    Guo, Xi
    Hsu, Wen Jing
    Lim, Wei Lin
    2012 WINTER SIMULATION CONFERENCE (WSC), 2012,
  • [5] YARD CRANE DISPATCHING TO MINIMIZE VESSEL TURNAROUND TIMES IN CONTAINER TERMINALS
    Huang, Shell Ying
    Li, Ya
    Guo, Xi
    PROCEEDINGS OF THE 2014 WINTER SIMULATION CONFERENCE (WSC), 2014, : 1747 - 1758
  • [6] Modeling and Simulation of Yard Trailer Dispatching at Container Terminals
    Li, Bin
    Li, Wen-feng
    Zhang, Yu
    Ge, Yan-hong
    Chen, Huan
    Liang, Xiao-lei
    2009 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS ( ICAL 2009), VOLS 1-3, 2009, : 29 - 34
  • [7] Dynamic yard crane dispatching in container terminals with predicted vehicle arrival information
    Guo, Xi
    Huang, Shell Ying
    Hsu, Wen Jing
    Low, Malcolm Yoke Hean
    ADVANCED ENGINEERING INFORMATICS, 2011, 25 (03) : 472 - 484
  • [8] YARD CRANE DEPLOYMENT IN CONTAINER TERMINALS
    Huang, Shell Ying
    Li, Ya
    Lau, Meimei
    Tay, Teck Chin
    PROCEEDINGS OF THE 2014 WINTER SIMULATION CONFERENCE (WSC), 2014, : 1735 - 1746
  • [9] Development and simulation analysis of real-time yard crane control systems for seaport container transshipment terminals
    Matthew E. H. Petering
    Yong Wu
    Wenkai Li
    Mark Goh
    Robert de Souza
    OR Spectrum, 2009, 31 : 801 - 835
  • [10] Development and simulation analysis of real-time yard crane control systems for seaport container transshipment terminals
    Petering, Matthew E. H.
    Wu, Yong
    Li, Wenkai
    Goh, Mark
    de Souza, Robert
    OR SPECTRUM, 2009, 31 (04) : 801 - 835