Simulation of an Agile Automotive Assembly Lane

General Description The provided collection of datasets comprises 14 simulated event logs of an flexible automotive assembly lane. Each event log is stored in a csv-file that can be easily converted to other standards such as the eXtensible Event Stream (XES) standard. For a more detailed explanation, we refer to the provided supplementary document. Simulation Starting from a base model, 13 different scenarios were implemented that cover changes in processing times, station operator availability, operator efficiency, or bottlenecks in the supply chain. Each scenario was implemented in CPN Tools and, in addition to the event log, we also provide the respective simulation model and configurations. Acknowledgements Funded under the Excellence Strategy of the Federal Government and the Länder. Funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under Germany's Excellence Strategy - EXC-2023 Internet of Production - 390621612. We also thank the Alexander von Humboldt (AvH) Stiftung for supporting our research.

数据集概述
本数据集集合包含14条柔性汽车装配产线的仿真事件日志。每条事件日志均存储于CSV文件中，可便捷转换为可扩展事件流（eXtensible Event Stream, XES）等其他标准格式。如需获取更详细的说明，请参阅随附的补充文档。

仿真设定
本数据集从基础模型出发，构建了13种不同的仿真场景，覆盖处理时长变动、工位操作员可用性变化、操作员作业效率调整以及供应链瓶颈等多种情形。所有场景均通过CPN工具（CPN Tools）实现，除事件日志外，我们还同步提供对应场景的仿真模型与配置文件。

致谢
本研究受联邦政府与各州卓越战略计划资助。本研究由德国研究基金会（Deutsche Forschungsgemeinschaft, DFG）在德国卓越战略计划——互联网生产（EXC-2023 Internet of Production）——项目编号390621612的框架下资助。此外，我们感谢亚历山大·冯·洪堡基金会（Alexander von Humboldt Stiftung, AvH基金会）对本研究的支持。

搜集汇总

背景与挑战

背景概述

该数据集是一个关于敏捷汽车装配线的模拟事件日志集合，包含14个CSV格式的日志文件，可轻松转换为XES标准。模拟基于一个基础模型，覆盖了13种不同场景，涉及处理时间、操作员可用性和供应链瓶颈等变化，并使用CPN Tools实现，适用于流程挖掘和工业模拟研究。