The CONTEXT Dataset containing Contextual Faults of a Smart Factory

Here you download the CONTEXT Dataset containing Contextual Faults of a Smart Factory. If you refer or use this dataset, cite this publication (DOI follows after publication): Lukas Kaupp, Heiko Webert, Kawa Nazemi, Bernhard Humm, Stephan Simons, 2020. CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory (in Press), in: Proceedings of the International Conference on Industry 4.0 and Smart Manufacturing, Vienna, Austria. The dataset contains contextual faults recorded in the smart factory of the Darmstadt University of Applied Sciences. Each recording (CSV format) consists of an OPC-UA log file and log files of the corresponding machinery measured by our developed sensing units. Foldernames reflect experiment structure. &lt;date&gt;-&lt;run&gt;_&lt;count of build relays&gt;_&lt;g(ood/ok)/n(ot/failure)&gt;_&lt;experiment name&gt; You can find a detailed description of the experiments in our publication.<br>您可在此下载包含智能工厂上下文故障的CONTEXT数据集（CONTEXT Dataset）。若您引用或使用本数据集，请遵循如下引用格式（文献DOI将随正式出版物同步公布）：Lukas Kaupp、Heiko Webert、Kawa Nazemi、Bernhard Humm、Stephan Simons，2020年。《CONTEXT：智能工厂上下文故障工业4.0数据集》（已录用），收录于《工业4.0与智能制造国际会议论文集》，举办地为奥地利维也纳。本数据集收录了德国达姆施塔特应用科技大学智能工厂中记录的上下文故障数据。每条记录采用CSV格式，包含一份OPC-UA日志文件，以及由我方研发的传感单元采集的对应机械设备日志文件。文件夹命名规则体现了实验的整体结构，命名格式为：<日期>-<运行次数>_<构建继电器数量>_<g(良好/正常)/n(故障/失败)>_<实验名称>。您可在我方发表的出版物中查阅实验的详细说明。