The CONTEXT Dataset containing Contextual Faults of a Smart Factory

Here you download the CONTEXT Dataset containing Contextual Faults of a Smart Factory. Our work as part of the Proceedings of the International Conference on Industry 4.0 and Smart Manufacturing is now published in Procedia Computer Science (Elsevier). <strong>If you refer to or use this dataset, cite this publication:</strong> <strong>Kaupp, Lukas; Webert, Heiko; Nazemi, Kawa; Humm, Bernhard; Simons, Stephan (2021): CONTEXT: An Industry 4.0 Dataset of Contextual Faults in a Smart Factory. In: Procedia Computer Science 180, S. 492–501. DOI: 10.1016/j.procs.2021.01.265. </strong> 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. <strong>Description Update for a better data assessment.</strong> OPC-UA Hierarchy - Factory Mapping: 'Station10' - Management Station (send production instructions / receive production updates)[not physically involved in the production process] 'Station 40 - Hochregallager' - High-Bay Storage Station 'Station 50 - Roboter' - Robot Station 'Station 60 - Presse' - Press Station 'St20 SoftSPS' - Optical &amp; Weight Inspection Station 'Station30elPruefung' - Electrical Inspection Station