用数字孪生优化集装箱堆场起重机作业,减少无效移动。
Towards a Digital Twin Modeling Method for Container Terminal Port
- 构建虚拟堆场镜像,实时监控与验证起重机操作。
- 通过仿真验证,有效降低非生产性移动,提升作业效率。
- 适合港口运营优化与智能调度系统开发者参考。
本文提出一种基于数字孪生的集装箱堆场作业优化方法,旨在提升堆场生产率并减少非生产性移动。该方法构建了与物理堆场对应的虚拟堆场,实现对堆场内堆垛起重机(SCs)作业的实时观察与验证。通过仿真对比不同操作策略在多种堆场场景下的表现,全面评估优化潜力。数字孪生系统为管理人员提供关键的运营动态信息,支持决策者制定更优堆存策略,从而提升整体码头作业效率。实验结果表明,该方法可显著减少无效移动,增强运营透明度与响应能力,为港口智能化管理提供有力工具。
原文摘要 · Abstract (English)
This paper introduces a novel strategy aimed at enhancing productivity and minimizing non-productive movements within container terminals, specifically focusing on container yards. It advocates for the implementation of a digital twin-based methodology to streamline the operations of stacking cranes (SCs) responsible for container handling. The proposed approach entails the creation of a virtual container yard that mirrors the physical yard within a digital twin system, facilitating real-time observation and validation. In addition, this article demonstrates the effectiveness of using a digital twin to reduce unproductive movements and improve productivity through simulation. It defines various operational strategies and takes into account different yard contexts, providing a comprehensive understanding of optimisation possibilities. By exploiting the capabilities of the digital twin, managers and operators are provided with crucial information on operational dynamics, enabling them to identify areas for improvement. This visualisation helps decision-makers to make informed choices about their stacking strategies, thereby improving the efficiency of overall container terminal operations. Overall, this paper present a digital twin solution in container terminal operations, offering a powerful tool for optimising productivity and minimising inefficiencies.
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