DocumentCode :
695063
Title :
Simulating Container Terminal Performances: Microscopic vs. Macroscopic Modelling Approaches
Author :
de Luca, Stefano ; Di Pace, Roberta ; Carteni, Armando
Author_Institution :
Dept. of Civil Eng., Univ. of Salerno Fisciano (SA), Fisciano, Italy
fYear :
2013
fDate :
10-13 Sept. 2013
Firstpage :
478
Lastpage :
483
Abstract :
Most of the existing contributions for container terminal analysis follow approaches based on optimization models, that are mainly useful to support strategic decisions about terminal container configuration. Many others contributions follow the simulation approach, which allows a detailed analysis but may lead to computational problems and is rather computer demanding, especially when resulting models are used to support optimization. This paper investigated the prediction reliability of two different approaches to container terminal simulation: microscopic and macroscopic. The former simulating single container movement, the latter simulating container flows movement. The microscopic model was a discrete event simulation model, the macroscopic model was a dynamic discrete time based (space-time) network assignment model. Both modelling approaches were implemented and compared taking advantage of some significant investment made by the Salerno Container Terminal (Italy) between 2005 and 2011. In particular, disaggregate (microscopic) and an aggregate (macroscopic) simulation models implemented in 2005 were validated with a large set of data acquired in 2011 after some structural and functional terminal modifications. Through this analysis it was possible to analyze the prediction reliability of both simulation approaches and to draw some operational guidelines.
Keywords :
discrete event simulation; freight handling; goods distribution; modelling; sea ports; Salerno container terminal; aggregate simulation models; computational problems; container flows movement; container terminal analysis; container terminal performances; container terminal simulation; discrete event simulation model; dynamic discrete time based network assignment model; functional terminal modifications; macroscopic modelling; macroscopic simulation models; microscopic modelling; optimization models; prediction reliability; space-time network assignment model; strategic decisions; terminal container configuration; Analytical models; Containers; Data models; Estimation error; Microscopy; Object oriented modeling; Predictive models; Container terminal; discrete event; network models; simulation; time discrete;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modelling and Simulation (EUROSIM), 2013 8th EUROSIM Congress on
Conference_Location :
Cardiff
Type :
conf
DOI :
10.1109/EUROSIM.2013.86
Filename :
7004990
Link To Document :
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