Design and development of in-the-loop test and evaluation platform for space allocation at shipping container terminal

Xueqiang Du, Chengji Liang, Ning Zhao, Beng Xuan
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Abstract

As a vital component in the shipping industry, coastal container terminals must be developed in a sustainable manner. The container receiving process is a crucial aspect of container loading and transportation and is the cornerstone of container terminal operations. This process is characterized by its discrete random events. To model this process, the testbed was designed and developed using a Hierarchical Generalized Stochastic Petri Net (HGSPN) workflow engine to drive the data and simulate the container receiving process through the interplay of resources and changes. Random indexing was utilized to mimic the discrete randomness of the operations. The performance of the container receiving process was validated and evaluated through the construction of an operational energy and efficiency-focused container receiving evaluation model. Results showed that the intelligent container receiving system, tested on the in-loop platform, can effectively evaluate the strengths and weaknesses of container receiving, leading to continuous improvement of the system and demonstrating its significant practical value.

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设计和开发用于航运集装箱码头空间分配的在环测试和评估平台
作为航运业的重要组成部分,沿海集装箱码头必须以可持续的方式发展。集装箱接收过程是集装箱装载和运输的关键环节,也是集装箱码头运营的基石。这一过程的特点是离散随机事件。为了对这一过程进行建模,我们设计并开发了测试平台,使用分层广义随机 Petri 网(HGSPN)工作流引擎来驱动数据,并通过资源和变化的相互作用来模拟集装箱接收过程。利用随机索引来模拟操作的离散随机性。通过构建以运行能耗和效率为重点的集装箱接收评估模型,对集装箱接收流程的性能进行了验证和评估。结果表明,在内环平台上测试的智能集装箱接收系统能够有效评估集装箱接收的优缺点,从而不断改进系统,体现出其重要的实用价值。
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