---
_id: '12875'
abstract:
- lang: eng
  text: 'Manufacturing systems based on Industry 4.0 concepts provide a greater availability
    of data and have modular characteristics enabling frequent changes. This raises
    the need for new security engineering concepts that cover the increasing complexity
    and frequency of mandatory security risk assessments. In contrast, the current
    standardization landscape used for the assessment of these systems only offers
    abstract, static, manual, and resource-intensive procedures. Therefore, this work
    proposes a method that further specifies the IEC 62443 aiming to automate the
    security risk assessments in such a way that manual efforts can be reduced and
    a consistent quality can be achieved. The methodology is presented using network
    segmentation as a guiding example and consists of four main steps: Information
    collection based on a process analysis, information formalisation with a semi-formal
    model, information usage applying first order logic to extract expert knowledge,
    and information access using the concept of the digital twin. In addition, the
    applicability of the IEC 62443 standard to the risk assessment of modular manufacturing
    systems is evaluated.'
alternative_title:
- Process analysis and information model proposal
author:
- first_name: Marco
  full_name: Ehrlich, Marco
  id: '61562'
  last_name: Ehrlich
- first_name: Andre
  full_name: Bröring, Andre
  id: '65130'
  last_name: Bröring
- first_name: Christian
  full_name: Diedrich, Christian
  last_name: Diedrich
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  id: '1899'
  last_name: Jasperneite
citation:
  ama: 'Ehrlich M, Bröring A, Diedrich C, Jasperneite J. Towards automated risk assessments
    for modular manufacturing systems. <i>Automatisierungstechnik : AT </i>. 2023;71(6):453-466.
    doi:<a href="https://doi.org/10.1515/auto-2022-0098">10.1515/auto-2022-0098</a>'
  apa: 'Ehrlich, M., Bröring, A., Diedrich, C., &#38; Jasperneite, J. (2023). Towards
    automated risk assessments for modular manufacturing systems. <i>Automatisierungstechnik :
    AT </i>, <i>71</i>(6), 453–466. <a href="https://doi.org/10.1515/auto-2022-0098">https://doi.org/10.1515/auto-2022-0098</a>'
  bjps: '<b>Ehrlich M <i>et al.</i></b> (2023) Towards Automated Risk Assessments
    for Modular Manufacturing Systems. <i>Automatisierungstechnik : AT </i> <b>71</b>,
    453–466.'
  chicago: 'Ehrlich, Marco, Andre Bröring, Christian Diedrich, and Jürgen Jasperneite.
    “Towards Automated Risk Assessments for Modular Manufacturing Systems.” <i>Automatisierungstechnik :
    AT </i> 71, no. 6 (2023): 453–66. <a href="https://doi.org/10.1515/auto-2022-0098">https://doi.org/10.1515/auto-2022-0098</a>.'
  chicago-de: 'Ehrlich, Marco, Andre Bröring, Christian Diedrich und Jürgen Jasperneite.
    2023. Towards automated risk assessments for modular manufacturing systems. <i>Automatisierungstechnik :
    AT </i> 71, Nr. 6: 453–466. doi:<a href="https://doi.org/10.1515/auto-2022-0098">10.1515/auto-2022-0098</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Ehrlich, Marco</span> ; <span
    style="font-variant:small-caps;">Bröring, Andre</span> ; <span style="font-variant:small-caps;">Diedrich,
    Christian</span> ; <span style="font-variant:small-caps;">Jasperneite, Jürgen</span>:
    Towards automated risk assessments for modular manufacturing systems. In: <i>Automatisierungstechnik :
    AT </i> Bd. 71. Berlin, Walter de Gruyter GmbH (2023), Nr. 6, S. 453–466'
  havard: 'M. Ehrlich, A. Bröring, C. Diedrich, J. Jasperneite, Towards automated
    risk assessments for modular manufacturing systems, Automatisierungstechnik :
    AT . 71 (2023) 453–466.'
  ieee: 'M. Ehrlich, A. Bröring, C. Diedrich, and J. Jasperneite, “Towards automated
    risk assessments for modular manufacturing systems,” <i>Automatisierungstechnik :
    AT </i>, vol. 71, no. 6, pp. 453–466, 2023, doi: <a href="https://doi.org/10.1515/auto-2022-0098">10.1515/auto-2022-0098</a>.'
  mla: 'Ehrlich, Marco, et al. “Towards Automated Risk Assessments for Modular Manufacturing
    Systems.” <i>Automatisierungstechnik : AT </i>, vol. 71, no. 6, 2023, pp. 453–66,
    <a href="https://doi.org/10.1515/auto-2022-0098">https://doi.org/10.1515/auto-2022-0098</a>.'
  short: 'M. Ehrlich, A. Bröring, C. Diedrich, J. Jasperneite, Automatisierungstechnik :
    AT  71 (2023) 453–466.'
  ufg: '<b>Ehrlich, Marco u. a.</b>: Towards automated risk assessments for modular
    manufacturing systems, in: <i>Automatisierungstechnik : AT </i> 71 (2023), H.
    6,  S. 453–466.'
  van: 'Ehrlich M, Bröring A, Diedrich C, Jasperneite J. Towards automated risk assessments
    for modular manufacturing systems. Automatisierungstechnik : AT . 2023;71(6):453–66.'
date_created: 2025-04-29T07:17:44Z
date_updated: 2025-06-25T13:14:59Z
department:
- _id: DEP5023
doi: 10.1515/auto-2022-0098
external_id:
  isi:
  - '001004217900004'
intvolume: '        71'
isi: '1'
issue: '6'
keyword:
- sasset administration shell
- automation
- information model
- modular manufacturing system
- risk assessment
- security
language:
- iso: eng
page: 453-466
place: Berlin
publication: 'Automatisierungstechnik : AT '
publication_identifier:
  eissn:
  - 2196-677X
  issn:
  - 0178-2312
publication_status: published
publisher: Walter de Gruyter GmbH
status: public
title: Towards automated risk assessments for modular manufacturing systems
type: scientific_journal_article
user_id: '83781'
volume: 71
year: '2023'
...
---
_id: '7989'
author:
- first_name: 'Monique '
  full_name: 'Düngen, Monique '
  last_name: Düngen
- first_name: Thomas
  full_name: Hansen, Thomas
  last_name: Hansen
- first_name: 'Ramona '
  full_name: 'Croonenbroeck, Ramona '
  last_name: Croonenbroeck
- first_name: 'Rüdiger '
  full_name: 'Kays, Rüdiger '
  last_name: Kays
- first_name: 'Bernd '
  full_name: 'Holfeld, Bernd '
  last_name: Holfeld
- first_name: 'Dennis '
  full_name: 'Wieruch, Dennis '
  last_name: Wieruch
- first_name: 'Pablo Wilke '
  full_name: 'Berenguer, Pablo Wilke '
  last_name: Berenguer
- first_name: 'Volker '
  full_name: 'Jungnickel, Volker '
  last_name: Jungnickel
- first_name: 'Dimitri '
  full_name: 'Block, Dimitri '
  last_name: Block
- first_name: Uwe
  full_name: Meier, Uwe
  id: '1143'
  last_name: Meier
- first_name: 'Henrik '
  full_name: 'Schulze, Henrik '
  last_name: Schulze
citation:
  ama: Düngen M, Hansen T, Croonenbroeck R, et al. Channel Measurement Campaigns for
    Wireless Industrial Automation - Funkkanalmessungen für die drahtlose industrielle
    Kommunikation. <i>at – Automatisierungstechnik</i>. 2019;67(1):7-28.
  apa: Düngen, M., Hansen, T., Croonenbroeck, R., Kays, R., Holfeld, B., Wieruch,
    D., … Schulze, H. (2019). Channel Measurement Campaigns for Wireless Industrial
    Automation - Funkkanalmessungen für die drahtlose industrielle Kommunikation.
    <i>At – Automatisierungstechnik</i>, <i>67</i>(1), 7–28.
  bjps: <b>Düngen M <i>et al.</i></b> (2019) Channel Measurement Campaigns for Wireless
    Industrial Automation - Funkkanalmessungen Für Die Drahtlose Industrielle Kommunikation.
    <i>at – Automatisierungstechnik</i> <b>67</b>, 7–28.
  chicago: 'Düngen, Monique , Thomas Hansen, Ramona  Croonenbroeck, Rüdiger  Kays,
    Bernd  Holfeld, Dennis  Wieruch, Pablo Wilke  Berenguer, et al. “Channel Measurement
    Campaigns for Wireless Industrial Automation - Funkkanalmessungen Für Die Drahtlose
    Industrielle Kommunikation.” <i>At – Automatisierungstechnik</i> 67, no. 1 (2019):
    7–28.'
  chicago-de: 'Düngen, Monique , Thomas Hansen, Ramona  Croonenbroeck, Rüdiger  Kays,
    Bernd  Holfeld, Dennis  Wieruch, Pablo Wilke  Berenguer, u. a. 2019. Channel Measurement
    Campaigns for Wireless Industrial Automation - Funkkanalmessungen für die drahtlose
    industrielle Kommunikation. <i>at – Automatisierungstechnik</i> 67, Nr. 1: 7–28.'
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Düngen,
    Monique </span> ; <span style="font-variant:small-caps;">Hansen, Thomas</span>
    ; <span style="font-variant:small-caps;">Croonenbroeck, Ramona </span> ; <span
    style="font-variant:small-caps;">Kays, Rüdiger </span> ; <span style="font-variant:small-caps;">Holfeld,
    Bernd </span> ; <span style="font-variant:small-caps;">Wieruch, Dennis </span>
    ; <span style="font-variant:small-caps;">Berenguer, Pablo Wilke </span> ; <span
    style="font-variant:small-caps;">Jungnickel, Volker </span> ; u. a.</span>: Channel
    Measurement Campaigns for Wireless Industrial Automation - Funkkanalmessungen
    für die drahtlose industrielle Kommunikation. In: <i>at – Automatisierungstechnik</i>
    Bd. 67. Berlin, Walter de Gruyter Verlag (2019), Nr. 1, S. 7–28'
  havard: M. Düngen, T. Hansen, R. Croonenbroeck, R. Kays, B. Holfeld, D. Wieruch,
    P.W. Berenguer, V. Jungnickel, D. Block, U. Meier, H. Schulze, Channel Measurement
    Campaigns for Wireless Industrial Automation - Funkkanalmessungen für die drahtlose
    industrielle Kommunikation, At – Automatisierungstechnik. 67 (2019) 7–28.
  ieee: M. Düngen <i>et al.</i>, “Channel Measurement Campaigns for Wireless Industrial
    Automation - Funkkanalmessungen für die drahtlose industrielle Kommunikation,”
    <i>at – Automatisierungstechnik</i>, vol. 67, no. 1, pp. 7–28, 2019.
  mla: Düngen, Monique, et al. “Channel Measurement Campaigns for Wireless Industrial
    Automation - Funkkanalmessungen Für Die Drahtlose Industrielle Kommunikation.”
    <i>At – Automatisierungstechnik</i>, vol. 67, no. 1, Walter de Gruyter Verlag,
    2019, pp. 7–28.
  short: M. Düngen, T. Hansen, R. Croonenbroeck, R. Kays, B. Holfeld, D. Wieruch,
    P.W. Berenguer, V. Jungnickel, D. Block, U. Meier, H. Schulze, At – Automatisierungstechnik
    67 (2019) 7–28.
  ufg: '<b>Düngen, Monique  et. al. (2019)</b>: Channel Measurement Campaigns for
    Wireless Industrial Automation - Funkkanalmessungen für die drahtlose industrielle
    Kommunikation, in: <i>at – Automatisierungstechnik</i> <i>67</i> (<i>1</i>), S.
    7–28.'
  van: Düngen M, Hansen T, Croonenbroeck R, Kays R, Holfeld B, Wieruch D, et al. Channel
    Measurement Campaigns for Wireless Industrial Automation - Funkkanalmessungen
    für die drahtlose industrielle Kommunikation. at – Automatisierungstechnik. 2019;67(1):7–28.
date_created: 2022-05-06T09:46:55Z
date_updated: 2023-03-15T13:50:13Z
department:
- _id: DEP5014
intvolume: '        67'
issue: '1'
language:
- iso: eng
main_file_link:
- url: https://www.degruyter.com/journal/key/auto/67/1/html
page: 7-28
place: Berlin
publication: at – Automatisierungstechnik
publication_identifier:
  eissn:
  - 2196-677X
  issn:
  - 0178-2312
publication_status: published
publisher: Walter de Gruyter Verlag
quality_controlled: '1'
status: public
title: Channel Measurement Campaigns for Wireless Industrial Automation - Funkkanalmessungen
  für die drahtlose industrielle Kommunikation
type: scientific_journal_article
user_id: '79260'
volume: 67
year: 2019
...