---
_id: '13823'
abstract:
- lang: eng
  text: "\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.csv) was
    recorded under normal operating conditions, with the sensor Temperature_Inside_8
    delivering incorrect values. In the second scenario (data_scenario_2.csv) there
    is a leakage of fluid inside the hazardous material storage. At the same time
    the sensor Smoke_Inside_0 delivers incorrect values.\r\n\r\nAdditionally attached
    is configuration data (Configurations.pdf) for the sensor fusion approach that
    was used to classify the datasets.\r\n\r\nFor more information please contact
    the uploader.\r\n"
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 With
    Configuration</i>. Zenodo; 2016. doi:<a href="https://doi.org/10.5281/ZENODO.48728">10.5281/ZENODO.48728</a>
  apa: Ehlenbröker, J.-F., Mönks, U., &#38; Lohweg, V. (2016). <i>Sensor Defect Detection
    Datasets With Configuration</i>. Zenodo. <a href="https://doi.org/10.5281/ZENODO.48728">https://doi.org/10.5281/ZENODO.48728</a>
  bjps: <b>Ehlenbröker J-F, Mönks U and Lohweg V</b> (2016) <i>Sensor Defect Detection
    Datasets With Configuration</i>. Zenodo.
  chicago: Ehlenbröker, Jan-Friedrich, Uwe Mönks, and Volker Lohweg. <i>Sensor Defect
    Detection Datasets With Configuration</i>. Zenodo, 2016. <a href="https://doi.org/10.5281/ZENODO.48728">https://doi.org/10.5281/ZENODO.48728</a>.
  chicago-de: Ehlenbröker, Jan-Friedrich, Uwe Mönks und Volker Lohweg. 2016. <i>Sensor
    Defect Detection Datasets With Configuration</i>. Zenodo. doi:<a href="https://doi.org/10.5281/ZENODO.48728">10.5281/ZENODO.48728</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 With Configuration</i> : Zenodo,
    2016'
  havard: J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Sensor Defect Detection Datasets
    With Configuration, Zenodo, 2016.
  ieee: 'J.-F. Ehlenbröker, U. Mönks, and V. Lohweg, <i>Sensor Defect Detection Datasets
    With Configuration</i>. Zenodo, 2016. doi: <a href="https://doi.org/10.5281/ZENODO.48728">10.5281/ZENODO.48728</a>.'
  mla: Ehlenbröker, Jan-Friedrich, et al. <i>Sensor Defect Detection Datasets With
    Configuration</i>. Zenodo, 2016, <a href="https://doi.org/10.5281/ZENODO.48728">https://doi.org/10.5281/ZENODO.48728</a>.
  short: J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Sensor Defect Detection Datasets
    With Configuration, Zenodo, 2016.
  ufg: '<b>Ehlenbröker, Jan-Friedrich/Mönks, Uwe/Lohweg, Volker</b>: Sensor Defect
    Detection Datasets With Configuration, o. O. 2016.'
  van: Ehlenbröker JF, Mönks U, Lohweg V. Sensor Defect Detection Datasets With Configuration.
    Zenodo; 2016.
date_created: 2026-06-16T14:05:05Z
date_updated: 2026-06-16T14:06:26Z
department:
- _id: DEP5023
doi: 10.5281/ZENODO.48728
keyword:
- sensor data
- sensor defect
publisher: Zenodo
status: public
title: Sensor Defect Detection Datasets With Configuration
type: research_data
user_id: '83781'
year: '2016'
...