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multi-agent systems for container terminal management

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IntroductionFrom the figures presented in Table 1, some projects such as DibdenBay, UK and Cuxhaven, Germany, which have spent over € 100 million<strong>for</strong> planning, may not be realized <strong>for</strong> various reasons, such as environmental.The number of years from decision to realisation that ittakes to physically increase CT capacity by building new <strong>terminal</strong>s orextending existing ones can be between two to over ten years. Meanwhile,existing CT capacity in some regions, such as North WesternEurope, have very high utilization rates <strong>for</strong> their CTs.In Table 2 a list of the seven largest CTs and other CTs in this regionshows that many of the large CTs are reaching their maximumcapacity. Though the other CTs have a mean utilisation rate of 41%they are not considered by many ship lines <strong>for</strong> various reasons, such asthe road and rail infrastructure, warehousing, customs organisations,sea access. The large CTs represent traditional centres of trade havedeveloped to a point that requires additional capacity to handle increasing<strong>container</strong> traffic.Table 2. North-West European Container Terminal Utilisation in 2004PortUtilisation RateAntwerpen 92,9%Bremerhaven 95,5%Felixstowe 77,1%Hamburg 93,2%Le Havre 89,6%Rotterdam 92,5%Southampton 99,3%Other Ports in N. W. Europe 41,9%Total <strong>for</strong> N. W. Europe 86,6%Source: Drewry Consultants [1]From the situations described which are afflicting CTs not only inNorthern Europe but world wide, calls are made by CT managers <strong>for</strong>alternative methods in unmasking the problems that weaken CT per<strong>for</strong>mance.This thesis focuses on improving the per<strong>for</strong>mance by theefficient use of available resources through computer-based support<strong>for</strong> <strong>management</strong> decision making as well as automation. It has beenargued that the ‘software’ rather than the ‘hardware’ will be the de-3

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