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Industrial Workstation Dataset

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arXiv2025-09-30 收录
下载链接:
https://github.com/YavarYeganeh/AIF_Meeting_EEC
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资源简介:
该数据集展示了实际工业工作站的表现,该工作站拥有六台并行且相同的机器。它重点关注了能效控制以及生产指标。此外,该数据集包含了在泊松分布模拟的随机过程影响下的缓冲区水平、机器状态、生产计数以及能源消耗指标等观察数据。该数据集来源于一个容量为10的工作站,配备了六台机器。其任务是研究制造系统的能效控制。

This dataset presents the operational performance of a real-world industrial workstation equipped with six identical parallel machines. It focuses on energy efficiency control and production metrics. Additionally, this dataset includes observational data such as buffer levels, machine states, production counts, and energy consumption metrics, which are affected by stochastic processes simulated via Poisson distributions. This dataset is derived from a workstation with a capacity of 10 fitted with six machines, and its core research task is to investigate energy efficiency control in manufacturing systems.
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