Simulation-Based Optimization in Performance Evaluation of Marshaling Yard Storage Policy in a Container Port

Since the last two decades, container transportation system has been faced under increasing development. This fact shows the importance of container transportation system as a key role of container terminals to link between sea and land. Therefore, there is a continuous need for the optimal use of equipment and facilities in the ports. Regarding the complex structure of container ports, this paper presents a simulation model that compares tow storage strategies for storing containers in the yard. For this purpose, we considered loading and unloading norm as an important criterion to evaluate the performance of Shahid Rajaee container port. By analysing the results of the model, it will be shown that using marshalling yard policy instead of current storage system has a significant effect on the performance level of the port and can increase the loading and unloading norm up to 14%.




References:
[1] I. Vacca, M. Bierlaire, M. Salani, "Optimization at Container Terminals:
Status, Trends and Perspectives," 7thSwiss Transport Research Conf.
Monte Verita /Ascona, September 12-14. 2007.
[2] L. Henesey, P. Davidsson, J. A. Persson, "Agent Based Simulation
Architecture for Evaluating Operational Policies in Transshipping
Containers," Multi agent System Technologies, LNAI, Vol. 4196,
Springer, pp, 73-85, 2006.
[3] D. Nazari, "Hundred Container Ports in the Word," Port and See, 97-98,
2011.
[4] E. Kozan, "Comparison of analytical and simulation planning models of
seaport container terminals," transportation planning and technology, 20
(3), 235-248, 1997.
[5] A. A. Shabayek, W. W. Yeung, "Simulation Model for the Kwai Chung
Container Terminals in Hong Kong," European Journal of Operational
Research, 140, 1-11, 2002.
[6] W. Young Yun, Y. Seok Choi, "A Simulation Model for Container
Terminal Operation Analysis Using an Object-Oriented Approach," Int.
J. Production Economics, 59, 221-230, 1999.
[7] P. Azimi, M. R. Ghanbari, "Simulation Modeling for Analysis and
Evaluation of the Internal Handling Fleet System at Shahid Rajaee
Container Port," World Academy of Science, Engineering and
Technology Proceedings, 78, 644-655, 2011.
[8] Y. C., Chung and S. U. hawa, "A simulation analysis for a transtainerbased
container handling facility," Computers and Industrial
Engineering, 14 (2) 113-125, 1988.
[9] A. Cartenì, G. E. Cantarella, G. E. De Luca, "Simulation of a Container
Terminal through a Discrete Event Approach: Literature Review and
Guidelines for Application," Technical Paper, Dept. of Civil
Engineering, University Of Salerno, European Transport Conference,
2009 Proceedings.
[10] I. F. A., Vis, R. de Koster, and M. Savelsbergh, "Minimum vehicle fleet
size under time-window constraints at a container terminal,"
Transportation Science, 39: 249-260, 2005.
[11] L. H., Lee, E. P., Chew, K. C., Tan and Y. Han, "An optimization model
for storage yard management in transshipment hubs," OR Spectrum, 28:
539-561, 2006.
[12] Y., Lee, and N. Y., Hsu, "An optimization model for the container premarshalling
problem," Computers and Operations Research, 34: 3295-
3313, 2007.
[13] Y. Yong and Y. Yang, "Evaluation of Marshaling Yard Layout with
Game Theory," Proceedings of the 2010 International Conference of
Logistics Engineering and Management, Volume V.
[14] S. P. J. Hilkens, M.s Thesis, "Pre-stacking at a large transshipment
terminal trade-off between the costs of segregation and quay crane
productivity," Eindhoven University of Technology, 2002.
[15] A. M. Law, W. D. Kelton, Simulation Modeling and Analysis, 3rd Ed.
New York: Mcgraw Hill. 2000.