---
_id: '13808'
abstract:
- lang: eng
  text: "\r\n\r\nThirteen datasets of sensor values, with one dataset without sensor
    defects (data_standard.csv). All other datasets are based on the dataset without
    a defect, with the values of Temp_Sensor_2 modified to simulate different sensor
    defects:\r\n\r\n    Sensor Drift: 1‰/hour (data_drift_0_001.csv), 2.5‰/hour (data_drift_0_0025.csv),
    5‰/hour (data_drift_0_005.csv)\r\n    Sensor Offset: 1°C Offset (data_offset_1.csv),
    2°Offset (data_offset_2.csv), 5°Offset (data_offset_5.csv)\r\n    Sensor Peaks:
    1 Peak/Minute (data_peak_1.csv), 2 Peaks/Minute (data_peak_2.csv), 5 Peaks/Minute
    (data_peak_5.csv), 10 Peaks/Minute(data_peak_10.csv)\r\n    Sensor Noise: 10 dB
    SNR (data_noise_10dB.csv), 0 dB SNR (data_noise_0dB.csv)\r\n\r\nThe datasets are
    given as comma-separated values in text files. The first column in each file holds
    time stamps, while the following columns hold the sensor values. The first entry
    in every column gives the name of the sensor. All datasets are zipped into one
    file (data.zip).\r\n\r\nAdditionally attached is configuration data (Configuration.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>Typical Sensor Defects Dataset</i>. Zenodo;
    2016. doi:<a href="https://doi.org/10.5281/ZENODO.56358">10.5281/ZENODO.56358</a>
  apa: Ehlenbröker, J.-F., Mönks, U., &#38; Lohweg, V. (2016). <i>Typical Sensor Defects
    Dataset</i>. Zenodo. <a href="https://doi.org/10.5281/ZENODO.56358">https://doi.org/10.5281/ZENODO.56358</a>
  bjps: <b>Ehlenbröker J-F, Mönks U and Lohweg V</b> (2016) <i>Typical Sensor Defects
    Dataset</i>. Zenodo.
  chicago: Ehlenbröker, Jan-Friedrich, Uwe Mönks, and Volker Lohweg. <i>Typical Sensor
    Defects Dataset</i>. Zenodo, 2016. <a href="https://doi.org/10.5281/ZENODO.56358">https://doi.org/10.5281/ZENODO.56358</a>.
  chicago-de: Ehlenbröker, Jan-Friedrich, Uwe Mönks und Volker Lohweg. 2016. <i>Typical
    Sensor Defects Dataset</i>. Zenodo. doi:<a href="https://doi.org/10.5281/ZENODO.56358">10.5281/ZENODO.56358</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>Typical Sensor Defects Dataset</i> : Zenodo, 2016'
  havard: J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Typical Sensor Defects Dataset,
    Zenodo, 2016.
  ieee: 'J.-F. Ehlenbröker, U. Mönks, and V. Lohweg, <i>Typical Sensor Defects Dataset</i>.
    Zenodo, 2016. doi: <a href="https://doi.org/10.5281/ZENODO.56358">10.5281/ZENODO.56358</a>.'
  mla: Ehlenbröker, Jan-Friedrich, et al. <i>Typical Sensor Defects Dataset</i>. Zenodo,
    2016, <a href="https://doi.org/10.5281/ZENODO.56358">https://doi.org/10.5281/ZENODO.56358</a>.
  short: J.-F. Ehlenbröker, U. Mönks, V. Lohweg, Typical Sensor Defects Dataset, Zenodo,
    2016.
  ufg: '<b>Ehlenbröker, Jan-Friedrich/Mönks, Uwe/Lohweg, Volker</b>: Typical Sensor
    Defects Dataset, o. O. 2016.'
  van: Ehlenbröker JF, Mönks U, Lohweg V. Typical Sensor Defects Dataset. Zenodo;
    2016.
date_created: 2026-06-08T13:40:53Z
date_updated: 2026-06-09T06:42:59Z
department:
- _id: DEP5023
doi: 10.5281/ZENODO.56358
keyword:
- sensor data
- sensor defect
publisher: Zenodo
status: public
title: Typical Sensor Defects Dataset
type: research_data
user_id: '83781'
year: '2016'
...