---
_id: '13822'
abstract:
- lang: eng
  text: " \r\n\r\nTwo 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.\r\n\r\nThe 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.\r\n\r\nThe 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."
author:
- first_name: Jan-Friedrich
  full_name: Ehlenbröker, Jan-Friedrich
  id: '1852'
  last_name: Ehlenbröker
- first_name: Uwe
  full_name: Mönks, Uwe
  id: '88034'
  last_name: Mönks
- first_name: Volker
  full_name: Lohweg, Volker
  id: '1804'
  last_name: Lohweg
  orcid: 0000-0002-3325-7887
citation:
  ama: 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>
  apa: 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>
  bjps: <b>Ehlenbröker J-F, Mönks U and Lohweg V</b> (2015) <i>Sensor Defect Detection
    Datasets</i>. Zenodo.
  chicago: 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>.
  chicago-de: 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>,
    .
  din1505-2-1: '<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'
  havard: J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Sensor Defect Detection Datasets,
    Zenodo, 2015.
  ieee: '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>.'
  mla: 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>.
  short: J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Sensor Defect Detection Datasets,
    Zenodo, 2015.
  ufg: '<b>Ehlenbröker, Jan-Friedrich/Mönks, Uwe/Lohweg, Volker</b>: Sensor Defect
    Detection Datasets, o. O. 2015.'
  van: Ehlenbröker JF, Mönks U, Lohweg V. Sensor Defect Detection Datasets. Zenodo;
    2015.
date_created: 2026-06-16T13:52:30Z
date_updated: 2026-06-16T14:04:18Z
department:
- _id: DEP5023
doi: 10.5281/ZENODO.34511
keyword:
- sensor data
- sensor defect
publisher: Zenodo
status: public
title: Sensor Defect Detection Datasets
type: research_data
user_id: '83781'
year: '2015'
...