database CHe Jan-Friedrich Ehlenbröker author 1852 Uwe Mönks author 88034 Volker Lohweg author 18040000-0002-3325-7887 DEP5023 department Two datasets of sensor values, with each dataset including one defect sensor that delivers incorrect values. The datasets where gathered during tests in a hazardous material storage demonstrator. The datasets are given as comma-separated values in text files. The first line in each file holds time stamps, while the following lines hold the sensor values. The first entry in every line gives the name of the sensor. The first dataset (data_scenario_1.txt) was recorded under normal operating conditions, with the sensor Temperature_Inside_8 delivering incorrect values. In the second scenario there is a leakage of fluid inside the hazardous material storage. At the same time the sensor Smoke_Inside_0 delivers incorrect values. Zenodo2015 sensor datasensor defect 10.5281/ZENODO.34511 Ehlenbröker, Jan-Friedrich, Uwe Mönks, and Volker Lohweg. <i>Sensor Defect Detection Datasets</i>. Zenodo, 2015. <a href="https://doi.org/10.5281/ZENODO.34511">https://doi.org/10.5281/ZENODO.34511</a>. Ehlenbröker, Jan-Friedrich, Uwe Mönks und Volker Lohweg. 2015. <i>Sensor Defect Detection Datasets</i>. Zenodo. doi:<a href="https://doi.org/10.5281/ZENODO.34511">10.5281/ZENODO.34511</a>, . Ehlenbröker JF, Mönks U, Lohweg V. <i>Sensor Defect Detection Datasets</i>. Zenodo; 2015. doi:<a href="https://doi.org/10.5281/ZENODO.34511">10.5281/ZENODO.34511</a> <b>Ehlenbröker, Jan-Friedrich/Mönks, Uwe/Lohweg, Volker</b>: Sensor Defect Detection Datasets, o. O. 2015. J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Sensor Defect Detection Datasets, Zenodo, 2015. Ehlenbröker, J.-F., Mönks, U., &#38; Lohweg, V. (2015). <i>Sensor Defect Detection Datasets</i>. Zenodo. <a href="https://doi.org/10.5281/ZENODO.34511">https://doi.org/10.5281/ZENODO.34511</a> Ehlenbröker JF, Mönks U, Lohweg V. Sensor Defect Detection Datasets. Zenodo; 2015. Ehlenbröker, Jan-Friedrich, et al. <i>Sensor Defect Detection Datasets</i>. Zenodo, 2015, <a href="https://doi.org/10.5281/ZENODO.34511">https://doi.org/10.5281/ZENODO.34511</a>. <span style="font-variant:small-caps;">Ehlenbröker, Jan-Friedrich</span> ; <span style="font-variant:small-caps;">Mönks, Uwe</span> ; <span style="font-variant:small-caps;">Lohweg, Volker</span>: <i>Sensor Defect Detection Datasets</i> : Zenodo, 2015 J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Sensor Defect Detection Datasets, Zenodo, 2015. <b>Ehlenbröker J-F, Mönks U and Lohweg V</b> (2015) <i>Sensor Defect Detection Datasets</i>. Zenodo. J.-F. Ehlenbröker, U. Mönks, and V. Lohweg, <i>Sensor Defect Detection Datasets</i>. Zenodo, 2015. doi: <a href="https://doi.org/10.5281/ZENODO.34511">10.5281/ZENODO.34511</a>. 138222026-06-16T13:52:30Z2026-06-16T14:04:18Z