基于代理的港口管理模型与仿真:热那亚港的进口流程

O. Senturk, N. Tala, L. Ponta, S. Cincotti
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引用次数: 1

摘要

港口在我们的经济中起着不可或缺的作用,它们是战略性的交流场所,特别是在过去的几十年里,随着全球化的现象,港口是一个不断流动和增长的现实。因此,它们是极其复杂的操作场所,特别是在运输管理的物流功能方面。本文研究了港口货物进口过程的建模和实现,通过特别的发展政策,使复杂的物流网络更有组织、快速和高效。为此,我们开发了一个基于代理的港口模型(ABM),由参与港口活动的真正主要参与者(利益相关者)填充。该模型模拟了实际的港口过程,即货物的发送、进口货物的接受或不接受、运输计划等。有了这个框架,就实现了业务流程,以开发计算机支持的管理工具来处理端口活动流。该工具是为集成在虚拟基础设施中而设计的,该基础设施允许对端口流量进行高级操作管理。根据热那亚案例的规范对时间文档进行建模,对热那亚港口的商业案例进行了测试。结果表明,所实现的机制模拟了实际过程。此外,还发现了一些瓶颈,例如由于缺少文档或文档错误或未准备好而导致容器处理和队列形成的延迟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Agent-Based Model and Simulations of the Management of Ports: The Import Processes at the Port of Genoa
Ports have an integral role of our economy, they are strategic places of exchange, and especially over the last few decades and with the phenomenon of globalization, the ports are a reality in continuous movement and growth. Therefore, they are operating places of extreme complexity, especially in their logistics functions of transport management. The paper deals with the modelling and implementation of the import process of goods in a port in order to make more organized, fast and efficient complex logistics network, through ad-hoc development policies. To this purpose, we develop an agent-based model (ABM) of a port, populated by the real main actors (stakeholders) involved in the port activities. The model simulates the actual port processes, i.e., the sending of goods, the acceptation or not of imported goods, the planning of transports etc. With this framework, the business process is implemented for developing a computer supported management tool to handle the port activities flow. The tool is designed for the integration in a virtual infrastructure that allows an advanced operational management of port traffics. By modelling the time documentation according to the specification of the Genoa case, the business case of the port of Genoa is tested. Results show that the mechanism implemented simulates the actual process. Moreover some bottleneck are discovered, such as delays to the handling of the containers and queues formation due to missing documentation or documentation with errors or not ready.
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