---
_id: '11166'
abstract:
- lang: eng
  text: n order to utilize the full potential of an assembly assistant, it is necessary
    for the system to be able to adapt to the worker’s individual needs and capabilities.
    The required amount of necessary assistance changes during the assembly work because
    the worker memorizes the steps and learns the task and might be bothered by unnecessary
    assistance. Finding the point in time where the learning phase of the worker is
    finished is therefore an important aspect. In this work, we propose and evaluate
    a novel method to identify the end of the worker’s learning phase. The method
    makes use of learning curve models and curve fitting in order to determine the
    progress of the worker.
author:
- first_name: Philip
  full_name: Sehr, Philip
  id: '71582'
  last_name: Sehr
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Mario
  full_name: Heinz-Jakobs, Mario
  id: '85220'
  last_name: Heinz-Jakobs
- first_name: Henning
  full_name: Trsek, Henning
  id: '1486'
  last_name: Trsek
  orcid: 0000-0002-0133-0656
citation:
  ama: 'Sehr P, Moriz N, Heinz-Jakobs M, Trsek H. Am I Done Learning? - Determining
    Learning States in Adaptive Assembly Systems. In: <i>2022 27th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. IEEE; 2022.
    doi:<a href="https://doi.org/10.1109/ETFA52439.2022.9921676">10.1109/ETFA52439.2022.9921676</a>'
  apa: Sehr, P., Moriz, N., Heinz-Jakobs, M., &#38; Trsek, H. (2022). Am I Done Learning?
    - Determining Learning States in Adaptive Assembly Systems. <i>2022 27th IEEE
    International Conference on Emerging Technologies and Factory Automation (ETFA)</i>.
    27th International Conference on Emerging Technologies and Factory Automation
    (ETFA), Stuttgart. <a href="https://doi.org/10.1109/ETFA52439.2022.9921676">https://doi.org/10.1109/ETFA52439.2022.9921676</a>
  bjps: '<b>Sehr P <i>et al.</i></b> (2022) Am I Done Learning? - Determining Learning
    States in Adaptive Assembly Systems. <i>2022 27th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Piscataway, NJ: IEEE.'
  chicago: 'Sehr, Philip, Natalia Moriz, Mario Heinz-Jakobs, and Henning Trsek. “Am
    I Done Learning? - Determining Learning States in Adaptive Assembly Systems.”
    In <i>2022 27th IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i>. Piscataway, NJ: IEEE, 2022. <a href="https://doi.org/10.1109/ETFA52439.2022.9921676">https://doi.org/10.1109/ETFA52439.2022.9921676</a>.'
  chicago-de: 'Sehr, Philip, Natalia Moriz, Mario Heinz-Jakobs und Henning Trsek.
    2022. Am I Done Learning? - Determining Learning States in Adaptive Assembly Systems.
    In: <i>2022 27th IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i>. Piscataway, NJ: IEEE. doi:<a href="https://doi.org/10.1109/ETFA52439.2022.9921676">10.1109/ETFA52439.2022.9921676</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Sehr, Philip</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Heinz-Jakobs,
    Mario</span> ; <span style="font-variant:small-caps;">Trsek, Henning</span>: Am
    I Done Learning? - Determining Learning States in Adaptive Assembly Systems. In:
    <i>2022 27th IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i>. Piscataway, NJ : IEEE, 2022'
  havard: 'P. Sehr, N. Moriz, M. Heinz-Jakobs, H. Trsek, Am I Done Learning? - Determining
    Learning States in Adaptive Assembly Systems, in: 2022 27th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, Piscataway,
    NJ, 2022.'
  ieee: 'P. Sehr, N. Moriz, M. Heinz-Jakobs, and H. Trsek, “Am I Done Learning? -
    Determining Learning States in Adaptive Assembly Systems,” presented at the 27th
    International Conference on Emerging Technologies and Factory Automation (ETFA),
    Stuttgart, 2022. doi: <a href="https://doi.org/10.1109/ETFA52439.2022.9921676">10.1109/ETFA52439.2022.9921676</a>.'
  mla: Sehr, Philip, et al. “Am I Done Learning? - Determining Learning States in
    Adaptive Assembly Systems.” <i>2022 27th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, IEEE, 2022, <a href="https://doi.org/10.1109/ETFA52439.2022.9921676">https://doi.org/10.1109/ETFA52439.2022.9921676</a>.
  short: 'P. Sehr, N. Moriz, M. Heinz-Jakobs, H. Trsek, in: 2022 27th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, Piscataway,
    NJ, 2022.'
  ufg: '<b>Sehr, Philip u. a.</b>: Am I Done Learning? - Determining Learning States
    in Adaptive Assembly Systems, in: o. Hg.: 2022 27th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA), Piscataway, NJ 2022.'
  van: 'Sehr P, Moriz N, Heinz-Jakobs M, Trsek H. Am I Done Learning? - Determining
    Learning States in Adaptive Assembly Systems. In: 2022 27th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA). Piscataway,
    NJ: IEEE; 2022.'
conference:
  end_date: 2022-09-09
  location: Stuttgart
  name: 27th International Conference on Emerging Technologies and Factory Automation
    (ETFA)
  start_date: 2022-09-06
date_created: 2024-03-01T14:36:35Z
date_updated: 2024-03-05T14:09:00Z
department:
- _id: DEP5023
doi: 10.1109/ETFA52439.2022.9921676
language:
- iso: eng
place: Piscataway, NJ
publication: 2022 27th IEEE International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_identifier:
  isbn:
  - '9781665499965'
publication_status: published
publisher: IEEE
status: public
title: Am I Done Learning? - Determining Learning States in Adaptive Assembly Systems
type: conference
user_id: '83781'
year: '2022'
...
---
_id: '11161'
author:
- first_name: Andre
  full_name: Mankowski, Andre
  id: '10880'
  last_name: Mankowski
- first_name: Daniel
  full_name: Antonow, Daniel
  id: '73788'
  last_name: Antonow
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Henning
  full_name: Trsek, Henning
  id: '1486'
  last_name: Trsek
  orcid: 0000-0002-0133-0656
citation:
  ama: 'Mankowski A, Antonow D, Moriz N, Trsek H. Kognitive Automations-Architektur
    für Cyber-Physische-Produktionssysteme (CPPS). In: <i> Automation 2022</i>. VDI-Berichte.
    VDI Verlag GmbH ; 2022:219-230.'
  apa: Mankowski, A., Antonow, D., Moriz, N., &#38; Trsek, H. (2022). Kognitive Automations-Architektur
    für Cyber-Physische-Produktionssysteme (CPPS). <i> Automation 2022</i>, <i>2399</i>,
    219–230.
  bjps: '<b>Mankowski A <i>et al.</i></b> (2022) Kognitive Automations-Architektur
    Für Cyber-Physische-Produktionssysteme (CPPS). <i> Automation 2022</i>. Düsseldorf:
    VDI Verlag GmbH , pp. 219–230.'
  chicago: 'Mankowski, Andre, Daniel Antonow, Natalia Moriz, and Henning Trsek. “Kognitive
    Automations-Architektur Für Cyber-Physische-Produktionssysteme (CPPS).” In <i>
    Automation 2022</i>, 219–30. VDI-Berichte. Düsseldorf: VDI Verlag GmbH , 2022.'
  chicago-de: 'Mankowski, Andre, Daniel Antonow, Natalia Moriz und Henning Trsek.
    2022. Kognitive Automations-Architektur für Cyber-Physische-Produktionssysteme
    (CPPS). In: <i> Automation 2022</i>, 219–230. VDI-Berichte. Düsseldorf: VDI Verlag
    GmbH .'
  din1505-2-1: '<span style="font-variant:small-caps;">Mankowski, Andre</span> ; <span
    style="font-variant:small-caps;">Antonow, Daniel</span> ; <span style="font-variant:small-caps;">Moriz,
    Natalia</span> ; <span style="font-variant:small-caps;">Trsek, Henning</span>:
    Kognitive Automations-Architektur für Cyber-Physische-Produktionssysteme (CPPS).
    In: <i> Automation 2022</i>, <i>VDI-Berichte</i>. Düsseldorf : VDI Verlag GmbH
    , 2022, S. 219–230'
  havard: 'A. Mankowski, D. Antonow, N. Moriz, H. Trsek, Kognitive Automations-Architektur
    für Cyber-Physische-Produktionssysteme (CPPS), in:  Automation 2022, VDI Verlag
    GmbH , Düsseldorf, 2022: pp. 219–230.'
  ieee: A. Mankowski, D. Antonow, N. Moriz, and H. Trsek, “Kognitive Automations-Architektur
    für Cyber-Physische-Produktionssysteme (CPPS),” in <i> Automation 2022</i>, Baden-Baden,
    2022, no. 2399, pp. 219–230.
  mla: Mankowski, Andre, et al. “Kognitive Automations-Architektur Für Cyber-Physische-Produktionssysteme
    (CPPS).” <i> Automation 2022</i>, no. 2399, VDI Verlag GmbH , 2022, pp. 219–30.
  short: 'A. Mankowski, D. Antonow, N. Moriz, H. Trsek, in:  Automation 2022, VDI
    Verlag GmbH , Düsseldorf, 2022, pp. 219–230.'
  ufg: '<b>Mankowski, Andre u. a.</b>: Kognitive Automations-Architektur für Cyber-Physische-Produktionssysteme
    (CPPS), in: o. Hg.:  Automation 2022, Düsseldorf 2022 (VDI-Berichte),  S. 219–230.'
  van: 'Mankowski A, Antonow D, Moriz N, Trsek H. Kognitive Automations-Architektur
    für Cyber-Physische-Produktionssysteme (CPPS). In:  Automation 2022. Düsseldorf:
    VDI Verlag GmbH ; 2022. p. 219–30. (VDI-Berichte).'
conference:
  end_date: 2022-06-29
  location: Baden-Baden
  name: '23. Leitkongress der Mess- und Automatisierungstechnik : automation creates
    sustainability'
  start_date: 2022-06-28
date_created: 2024-03-01T14:35:21Z
date_updated: 2024-03-05T15:22:36Z
department:
- _id: DEP5023
issue: '2399'
language:
- iso: eng
page: 219-230
place: Düsseldorf
publication: ' Automation 2022'
publication_identifier:
  eisbn:
  - 978-3-18-102399-0
  isbn:
  - '978-3-18-092399-4 '
publication_status: published
publisher: 'VDI Verlag GmbH '
series_title: VDI-Berichte
status: public
title: Kognitive Automations-Architektur für Cyber-Physische-Produktionssysteme (CPPS)
type: conference
user_id: '83781'
year: '2022'
...
---
_id: '6839'
abstract:
- lang: eng
  text: 'Pasteurization is a crucial processing method in the food industry to ensure
    the safety of consumables. A major part of contemporary pasteurization processes
    involves using flash pasteurizer systems, where liquids are pumped through a pipe
    system to heat them for a predefined time. Accurately monitoring the amount of
    heat treatment applied to a product is challenging. This monitoring helps ensure
    that the correct heat impact (expressed in pasteurization units) is applied, which
    is commonly calculated as a product of time and temperature, taking achievability
    of the inactivation of the microorganisms into account. The state-of-the-art method
    involves a calculation of the applied pasteurization units using a one-point temperature
    measurement and the holding time for this temperature. Concerns about accuracy
    lead to high safety margins, reducing the quality of the pasteurized product.
    In this study, the applied pasteurization level was estimated using regression
    models trained with NIR spectroscopy data collected while pasteurizing fruit juices
    of different types and brands. Several conventional regression models were trained
    in combination with different preprocessing methods, including a novel prediction
    outlier detection method. Generalized juice models trained with the concatenated
    data of all types of juices demonstrated cross-validated scores of RMSECV ∼2.78
    ± 0.09 and r<jats:sup>2</jats:sup> 0.96 ± 0.01, while separate juice models displayed
    averaged cross-validated scores of RMSECV ∼1.56 ± 0.04 and r<jats:sup>2</jats:sup>
    0.98 ± 0.01. Thus, the model accuracy ±10–30 % is well within the standard safety
    margins. '
author:
- first_name: Baris Gün
  full_name: Sürmeli, Baris Gün
  id: '73806'
  last_name: Sürmeli
- first_name: Imke
  full_name: Weishaupt, Imke
  id: '58425'
  last_name: Weishaupt
- first_name: Knut
  full_name: Schwarzer, Knut
  id: '13329'
  last_name: Schwarzer
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Jan
  full_name: Schneider, Jan
  id: '13209'
  last_name: Schneider
  orcid: 0000-0001-6401-8873
citation:
  ama: Sürmeli BG, Weishaupt I, Schwarzer K, Moriz N, Schneider J. Heat impact control
    in flash pasteurization by estimation of applied pasteurization units using near
    infrared spectroscopy. <i>Journal of Near Infrared Spectroscopy</i>. 2021;29(6):339-351.
    doi:<a href="https://doi.org/10.1177/09670335211057233">10.1177/09670335211057233</a>
  apa: Sürmeli, B. G., Weishaupt, I., Schwarzer, K., Moriz, N., &#38; Schneider, J.
    (2021). Heat impact control in flash pasteurization by estimation of applied pasteurization
    units using near infrared spectroscopy. <i>Journal of Near Infrared Spectroscopy</i>,
    <i>29</i>(6), 339–351. <a href="https://doi.org/10.1177/09670335211057233">https://doi.org/10.1177/09670335211057233</a>
  bjps: <b>Sürmeli BG <i>et al.</i></b> (2021) Heat Impact Control in Flash Pasteurization
    by Estimation of Applied Pasteurization Units Using near Infrared Spectroscopy.
    <i>Journal of Near Infrared Spectroscopy</i> <b>29</b>, 339–351.
  chicago: 'Sürmeli, Baris Gün, Imke Weishaupt, Knut Schwarzer, Natalia Moriz, and
    Jan Schneider. “Heat Impact Control in Flash Pasteurization by Estimation of Applied
    Pasteurization Units Using near Infrared Spectroscopy.” <i>Journal of Near Infrared
    Spectroscopy</i> 29, no. 6 (2021): 339–51. <a href="https://doi.org/10.1177/09670335211057233">https://doi.org/10.1177/09670335211057233</a>.'
  chicago-de: 'Sürmeli, Baris Gün, Imke Weishaupt, Knut Schwarzer, Natalia Moriz und
    Jan Schneider. 2021. Heat impact control in flash pasteurization by estimation
    of applied pasteurization units using near infrared spectroscopy. <i>Journal of
    Near Infrared Spectroscopy</i> 29, Nr. 6: 339–351. doi:<a href="https://doi.org/10.1177/09670335211057233">10.1177/09670335211057233</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Sürmeli, Baris Gün</span> ;
    <span style="font-variant:small-caps;">Weishaupt, Imke</span> ; <span style="font-variant:small-caps;">Schwarzer,
    Knut</span> ; <span style="font-variant:small-caps;">Moriz, Natalia</span> ; <span
    style="font-variant:small-caps;">Schneider, Jan</span>: Heat impact control in
    flash pasteurization by estimation of applied pasteurization units using near
    infrared spectroscopy. In: <i>Journal of Near Infrared Spectroscopy</i> Bd. 29,
    Sage Publishing (2021), Nr. 6, S. 339–351'
  havard: B.G. Sürmeli, I. Weishaupt, K. Schwarzer, N. Moriz, J. Schneider, Heat impact
    control in flash pasteurization by estimation of applied pasteurization units
    using near infrared spectroscopy, Journal of Near Infrared Spectroscopy. 29 (2021)
    339–351.
  ieee: 'B. G. Sürmeli, I. Weishaupt, K. Schwarzer, N. Moriz, and J. Schneider, “Heat
    impact control in flash pasteurization by estimation of applied pasteurization
    units using near infrared spectroscopy,” <i>Journal of Near Infrared Spectroscopy</i>,
    vol. 29, no. 6, pp. 339–351, 2021, doi: <a href="https://doi.org/10.1177/09670335211057233">10.1177/09670335211057233</a>.'
  mla: Sürmeli, Baris Gün, et al. “Heat Impact Control in Flash Pasteurization by
    Estimation of Applied Pasteurization Units Using near Infrared Spectroscopy.”
    <i>Journal of Near Infrared Spectroscopy</i>, vol. 29, no. 6, 2021, pp. 339–51,
    <a href="https://doi.org/10.1177/09670335211057233">https://doi.org/10.1177/09670335211057233</a>.
  short: B.G. Sürmeli, I. Weishaupt, K. Schwarzer, N. Moriz, J. Schneider, Journal
    of Near Infrared Spectroscopy 29 (2021) 339–351.
  ufg: '<b>Sürmeli, Baris Gün u. a.</b>: Heat impact control in flash pasteurization
    by estimation of applied pasteurization units using near infrared spectroscopy,
    in: <i>Journal of Near Infrared Spectroscopy</i> 29 (2021), H. 6,  S. 339–351.'
  van: Sürmeli BG, Weishaupt I, Schwarzer K, Moriz N, Schneider J. Heat impact control
    in flash pasteurization by estimation of applied pasteurization units using near
    infrared spectroscopy. Journal of Near Infrared Spectroscopy. 2021;29(6):339–51.
date_created: 2021-11-30T12:39:27Z
date_updated: 2025-06-26T13:35:56Z
department:
- _id: DEP5023
- _id: DEP4028
doi: 10.1177/09670335211057233
external_id:
  isi:
  - '000726007200001'
intvolume: '        29'
isi: '1'
issue: '6'
keyword:
- Beverage pasteurization
- heat impact control
- prediction outlier elimination
language:
- iso: eng
page: 339-351
publication: Journal of Near Infrared Spectroscopy
publication_identifier:
  eissn:
  - 1751-6552
  issn:
  - 0967-0335
publication_status: published
publisher: Sage Publishing
status: public
title: Heat impact control in flash pasteurization by estimation of applied pasteurization
  units using near infrared spectroscopy
type: journal_article
user_id: '83781'
volume: 29
year: '2021'
...
---
_id: '11155'
author:
- first_name: Andre
  full_name: Mankowski, Andre
  id: '10880'
  last_name: Mankowski
- first_name: Philip
  full_name: Priss, Philip
  id: '56901'
  last_name: Priss
- first_name: Jana
  full_name: Suton, Jana
  last_name: Suton
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Henning
  full_name: Trsek, Henning
  id: '1486'
  last_name: Trsek
  orcid: 0000-0002-0133-0656
citation:
  ama: 'Mankowski A, Priss P, Suton J, Moriz N, Trsek H. Projekt DEVEKOS nach vier
    Jahren erfolgreich abgeschlossen : Neue objektbasierte I4.0-Maschinenarchitektur.
    <i>Produktion : Technik und Wirtschaft für die deutsche Industrie </i>. 2021;(16):19.'
  apa: 'Mankowski, A., Priss, P., Suton, J., Moriz, N., &#38; Trsek, H. (2021). Projekt
    DEVEKOS nach vier Jahren erfolgreich abgeschlossen : Neue objektbasierte I4.0-Maschinenarchitektur.
    <i>Produktion : Technik Und Wirtschaft Für Die Deutsche Industrie </i>, <i>16</i>,
    19.'
  bjps: '<b>Mankowski A <i>et al.</i></b> (2021) Projekt DEVEKOS Nach Vier Jahren
    Erfolgreich Abgeschlossen : Neue Objektbasierte I4.0-Maschinenarchitektur. <i>Produktion :
    Technik und Wirtschaft für die deutsche Industrie </i> 19.'
  chicago: 'Mankowski, Andre, Philip Priss, Jana Suton, Natalia Moriz, and Henning
    Trsek. “Projekt DEVEKOS Nach Vier Jahren Erfolgreich Abgeschlossen : Neue Objektbasierte
    I4.0-Maschinenarchitektur.” <i>Produktion : Technik Und Wirtschaft Für Die Deutsche
    Industrie </i>, no. 16 (2021): 19.'
  chicago-de: 'Mankowski, Andre, Philip Priss, Jana Suton, Natalia Moriz und Henning
    Trsek. 2021. Projekt DEVEKOS nach vier Jahren erfolgreich abgeschlossen : Neue
    objektbasierte I4.0-Maschinenarchitektur. <i>Produktion : Technik und Wirtschaft
    für die deutsche Industrie </i>, Nr. 16: 19.'
  din1505-2-1: '<span style="font-variant:small-caps;">Mankowski, Andre</span> ; <span
    style="font-variant:small-caps;">Priss, Philip</span> ; <span style="font-variant:small-caps;">Suton,
    Jana</span> ; <span style="font-variant:small-caps;">Moriz, Natalia</span> ; <span
    style="font-variant:small-caps;">Trsek, Henning</span>: Projekt DEVEKOS nach vier
    Jahren erfolgreich abgeschlossen : Neue objektbasierte I4.0-Maschinenarchitektur.
    In: <i>Produktion : Technik und Wirtschaft für die deutsche Industrie </i>. Landsberg,
    Verl. Moderne Industrie (2021), Nr. 16, S. 19'
  havard: 'A. Mankowski, P. Priss, J. Suton, N. Moriz, H. Trsek, Projekt DEVEKOS nach
    vier Jahren erfolgreich abgeschlossen : Neue objektbasierte I4.0-Maschinenarchitektur,
    Produktion : Technik Und Wirtschaft Für Die Deutsche Industrie . (2021) 19.'
  ieee: 'A. Mankowski, P. Priss, J. Suton, N. Moriz, and H. Trsek, “Projekt DEVEKOS
    nach vier Jahren erfolgreich abgeschlossen : Neue objektbasierte I4.0-Maschinenarchitektur,”
    <i>Produktion : Technik und Wirtschaft für die deutsche Industrie </i>, no. 16,
    p. 19, 2021.'
  mla: 'Mankowski, Andre, et al. “Projekt DEVEKOS Nach Vier Jahren Erfolgreich Abgeschlossen :
    Neue Objektbasierte I4.0-Maschinenarchitektur.” <i>Produktion : Technik Und Wirtschaft
    Für Die Deutsche Industrie </i>, no. 16, 2021, p. 19.'
  short: 'A. Mankowski, P. Priss, J. Suton, N. Moriz, H. Trsek, Produktion : Technik
    Und Wirtschaft Für Die Deutsche Industrie  (2021) 19.'
  ufg: '<b>Mankowski, Andre u. a.</b>: Projekt DEVEKOS nach vier Jahren erfolgreich
    abgeschlossen : Neue objektbasierte I4.0-Maschinenarchitektur, in: <i>Produktion :
    Technik und Wirtschaft für die deutsche Industrie </i> (2021), H. 16,  S. 19.'
  van: 'Mankowski A, Priss P, Suton J, Moriz N, Trsek H. Projekt DEVEKOS nach vier
    Jahren erfolgreich abgeschlossen : Neue objektbasierte I4.0-Maschinenarchitektur.
    Produktion : Technik und Wirtschaft für die deutsche Industrie . 2021;(16):19.'
date_created: 2024-03-01T14:28:38Z
date_updated: 2024-03-05T14:28:47Z
department:
- _id: DEP5023
issue: '16'
language:
- iso: eng
page: '19'
place: Landsberg
publication: 'Produktion : Technik und Wirtschaft für die deutsche Industrie '
publication_identifier:
  issn:
  - 0344-6166
publication_status: published
publisher: Verl. Moderne Industrie
related_material:
  link:
  - relation: confirmation
    url: https://www.wiso-net.de/dosearch?_searchOnlyInAbstractField=&_searchOnlyInTitleField=&explicitSearch=true&q=Neue+objektbasierte+I4.0-Maschinenarchitektur&x=73&y=6&dbShortcut=%3A3%3AALLEQUELLEN&searchMask=5461&TI%2CUT%2CDZ%2CBT%2COT%2CSL=&NN%2CAU%2CMM%2CZ2=&CO%2CC2%2CTA%2CKA%2CVA%2CZ1=&CT%2CZ4%2CKW=&BR%2CGW%2CN1%2CN2%2CNC%2CND%2CSC%2CWZ%2CZ5%2CAI%2CBC%2CKN%2CTN%2CVN%2CK0%2CB4%2CNW%2CVH=&Z3%2CCN%2CCE%2CKC%2CTC%2CVC=&SPRACHE-GENERATED=&DT_from=&DT_to=&timeFilterType=selected&timeFilter=NONE#
status: public
title: 'Projekt DEVEKOS nach vier Jahren erfolgreich abgeschlossen : Neue objektbasierte
  I4.0-Maschinenarchitektur'
type: scientific_journal_article
user_id: '83781'
year: '2021'
...
---
_id: '11157'
abstract:
- lang: eng
  text: In production environments, manual assembly is often used, when there is a
    high demand for flexibility which needs to be met economically. In this circumstance,
    assembly assistance systems are often used to ensure production standards. However,
    the individual requirements of each worker call for a way for the system to adapt
    towards the workers needs. This often requires modelling and configuration effort
    to include expert knowledge into an assistance system. This hinders an economical
    operation in an industrial environment. In this paper, an approach is presented,
    facilitating methods of online modelling, to generate a model, which represents
    the workers behavior during an assembly process. This behavior model is then used
    to deduce suitable adaptive assembly assistance in real time.
author:
- first_name: Philip
  full_name: Sehr, Philip
  id: '71582'
  last_name: Sehr
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Mario
  full_name: Heinz-Jakobs, Mario
  id: '85220'
  last_name: Heinz-Jakobs
- first_name: Henning
  full_name: Trsek, Henning
  id: '1486'
  last_name: Trsek
  orcid: 0000-0002-0133-0656
citation:
  ama: 'Sehr P, Moriz N, Heinz-Jakobs M, Trsek H. Model-based approach for adaptive
    assembly assistance. In: <i>2021 26th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>. IEEE; 2021. doi:<a href="https://doi.org/10.1109/ETFA45728.2021.9613614">10.1109/ETFA45728.2021.9613614</a>'
  apa: Sehr, P., Moriz, N., Heinz-Jakobs, M., &#38; Trsek, H. (2021). Model-based
    approach for adaptive assembly assistance. <i>2021 26th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. 26th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA ), Vasteras,
    Sweden . <a href="https://doi.org/10.1109/ETFA45728.2021.9613614">https://doi.org/10.1109/ETFA45728.2021.9613614</a>
  bjps: '<b>Sehr P <i>et al.</i></b> (2021) Model-Based Approach for Adaptive Assembly
    Assistance. <i>2021 26th IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>. Piscataway, NJ: IEEE.'
  chicago: 'Sehr, Philip, Natalia Moriz, Mario Heinz-Jakobs, and Henning Trsek. “Model-Based
    Approach for Adaptive Assembly Assistance.” In <i>2021 26th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Piscataway,
    NJ: IEEE, 2021. <a href="https://doi.org/10.1109/ETFA45728.2021.9613614">https://doi.org/10.1109/ETFA45728.2021.9613614</a>.'
  chicago-de: 'Sehr, Philip, Natalia Moriz, Mario Heinz-Jakobs und Henning Trsek.
    2021. Model-based approach for adaptive assembly assistance. In: <i>2021 26th
    IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i>. Piscataway, NJ: IEEE. doi:<a href="https://doi.org/10.1109/ETFA45728.2021.9613614">10.1109/ETFA45728.2021.9613614</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Sehr, Philip</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Heinz-Jakobs,
    Mario</span> ; <span style="font-variant:small-caps;">Trsek, Henning</span>: Model-based
    approach for adaptive assembly assistance. In: <i>2021 26th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Piscataway,
    NJ : IEEE, 2021'
  havard: 'P. Sehr, N. Moriz, M. Heinz-Jakobs, H. Trsek, Model-based approach for
    adaptive assembly assistance, in: 2021 26th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA), IEEE, Piscataway, NJ, 2021.'
  ieee: 'P. Sehr, N. Moriz, M. Heinz-Jakobs, and H. Trsek, “Model-based approach for
    adaptive assembly assistance,” presented at the 26th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA ), Vasteras, Sweden , 2021.
    doi: <a href="https://doi.org/10.1109/ETFA45728.2021.9613614">10.1109/ETFA45728.2021.9613614</a>.'
  mla: Sehr, Philip, et al. “Model-Based Approach for Adaptive Assembly Assistance.”
    <i>2021 26th IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i>, IEEE, 2021, <a href="https://doi.org/10.1109/ETFA45728.2021.9613614">https://doi.org/10.1109/ETFA45728.2021.9613614</a>.
  short: 'P. Sehr, N. Moriz, M. Heinz-Jakobs, H. Trsek, in: 2021 26th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, Piscataway,
    NJ, 2021.'
  ufg: '<b>Sehr, Philip u. a.</b>: Model-based approach for adaptive assembly assistance,
    in: o. Hg.: 2021 26th IEEE International Conference on Emerging Technologies and
    Factory Automation (ETFA), Piscataway, NJ 2021.'
  van: 'Sehr P, Moriz N, Heinz-Jakobs M, Trsek H. Model-based approach for adaptive
    assembly assistance. In: 2021 26th IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA). Piscataway, NJ: IEEE; 2021.'
conference:
  end_date: 2021-09-10
  location: 'Vasteras, Sweden '
  name: 26th IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA )
  start_date: 2021-09-07
date_created: 2024-03-01T14:30:42Z
date_updated: 2024-03-05T15:01:55Z
department:
- _id: DEP5023
doi: 10.1109/ETFA45728.2021.9613614
language:
- iso: eng
place: Piscataway, NJ
publication: 2021 26th IEEE International Conference on Emerging Technologies and
  Factory Automation (ETFA)
publication_identifier:
  eisbn:
  - '978-1-7281-2989-1 '
  isbn:
  - 978-1-7281-2990-7
publication_status: published
publisher: IEEE
status: public
title: Model-based approach for adaptive assembly assistance
type: conference
user_id: '83781'
year: '2021'
...
---
_id: '12800'
abstract:
- lang: eng
  text: his paper presents the cognitive module of the Cognitive Architecture for
    Artificial Intelligence (CAAI) in cyber-physical production systems (CPPS). The
    goal of this architecture is to reduce the implementation effort of artificial
    intelligence (AI) algorithms in CPPS. Declarative user goals and the provided
    algorithm-knowledge base allow the dynamic pipeline orchestration and configuration.
    A big data platform (BDP) instantiates the pipelines and monitors the CPPS performance
    for further evaluation through the cognitive module. Thus, the cognitive module
    is able to select feasible and robust configurations for process pipelines in
    varying use cases. Furthermore, it automatically adapts the models and algorithms
    based on model quality and resource consumption. The cognitive module also instantiates
    additional pipelines to evaluate algorithms from different classes on test functions.
    CAAI relies on well-defined interfaces to enable the integration of additional
    modules and reduce implementation effort. Finally, an implementation based on
    Docker, Kubernetes, and Kafka for the virtualization and orchestration of the
    individual modules and as messaging technology for module communication is used
    to evaluate a real-world use case.
author:
- first_name: Jan
  full_name: Strohschein, Jan
  last_name: Strohschein
- first_name: Andreas
  full_name: Fischbach, Andreas
  last_name: Fischbach
- first_name: Andreas
  full_name: Bunte, Andreas
  id: '58885'
  last_name: Bunte
- first_name: Heide
  full_name: Faeskorn-Woyke, Heide
  last_name: Faeskorn-Woyke
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Thomas
  full_name: Bartz-Beielstein, Thomas
  last_name: Bartz-Beielstein
citation:
  ama: Strohschein J, Fischbach A, Bunte A, Faeskorn-Woyke H, Moriz N, Bartz-Beielstein
    T. Cognitive capabilities for the CAAI in cyber-physical production systems. <i>The
    International Journal of Advanced Manufacturing Technology</i>. 2021;115(11-12):3513-3532.
    doi:<a href="https://doi.org/10.1007/s00170-021-07248-3">10.1007/s00170-021-07248-3</a>
  apa: Strohschein, J., Fischbach, A., Bunte, A., Faeskorn-Woyke, H., Moriz, N., &#38;
    Bartz-Beielstein, T. (2021). Cognitive capabilities for the CAAI in cyber-physical
    production systems. <i>The International Journal of Advanced Manufacturing Technology</i>,
    <i>115</i>(11–12), 3513–3532. <a href="https://doi.org/10.1007/s00170-021-07248-3">https://doi.org/10.1007/s00170-021-07248-3</a>
  bjps: <b>Strohschein J <i>et al.</i></b> (2021) Cognitive Capabilities for the CAAI
    in Cyber-Physical Production Systems. <i>The International Journal of Advanced
    Manufacturing Technology</i> <b>115</b>, 3513–3532.
  chicago: 'Strohschein, Jan, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke,
    Natalia Moriz, and Thomas Bartz-Beielstein. “Cognitive Capabilities for the CAAI
    in Cyber-Physical Production Systems.” <i>The International Journal of Advanced
    Manufacturing Technology</i> 115, no. 11–12 (2021): 3513–32. <a href="https://doi.org/10.1007/s00170-021-07248-3">https://doi.org/10.1007/s00170-021-07248-3</a>.'
  chicago-de: 'Strohschein, Jan, Andreas Fischbach, Andreas Bunte, Heide Faeskorn-Woyke,
    Natalia Moriz und Thomas Bartz-Beielstein. 2021. Cognitive capabilities for the
    CAAI in cyber-physical production systems. <i>The International Journal of Advanced
    Manufacturing Technology</i> 115, Nr. 11–12: 3513–3532. doi:<a href="https://doi.org/10.1007/s00170-021-07248-3">10.1007/s00170-021-07248-3</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Strohschein, Jan</span> ; <span
    style="font-variant:small-caps;">Fischbach, Andreas</span> ; <span style="font-variant:small-caps;">Bunte,
    Andreas</span> ; <span style="font-variant:small-caps;">Faeskorn-Woyke, Heide</span>
    ; <span style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Bartz-Beielstein,
    Thomas</span>: Cognitive capabilities for the CAAI in cyber-physical production
    systems. In: <i>The International Journal of Advanced Manufacturing Technology</i>
    Bd. 115. London [u.a.], Springer  (2021), Nr. 11–12, S. 3513–3532'
  havard: J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, T.
    Bartz-Beielstein, Cognitive capabilities for the CAAI in cyber-physical production
    systems, The International Journal of Advanced Manufacturing Technology. 115 (2021)
    3513–3532.
  ieee: 'J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, and
    T. Bartz-Beielstein, “Cognitive capabilities for the CAAI in cyber-physical production
    systems,” <i>The International Journal of Advanced Manufacturing Technology</i>,
    vol. 115, no. 11–12, pp. 3513–3532, 2021, doi: <a href="https://doi.org/10.1007/s00170-021-07248-3">10.1007/s00170-021-07248-3</a>.'
  mla: Strohschein, Jan, et al. “Cognitive Capabilities for the CAAI in Cyber-Physical
    Production Systems.” <i>The International Journal of Advanced Manufacturing Technology</i>,
    vol. 115, no. 11–12, 2021, pp. 3513–32, <a href="https://doi.org/10.1007/s00170-021-07248-3">https://doi.org/10.1007/s00170-021-07248-3</a>.
  short: J. Strohschein, A. Fischbach, A. Bunte, H. Faeskorn-Woyke, N. Moriz, T. Bartz-Beielstein,
    The International Journal of Advanced Manufacturing Technology 115 (2021) 3513–3532.
  ufg: '<b>Strohschein, Jan u. a.</b>: Cognitive capabilities for the CAAI in cyber-physical
    production systems, in: <i>The International Journal of Advanced Manufacturing
    Technology</i> 115 (2021), H. 11–12,  S. 3513–3532.'
  van: Strohschein J, Fischbach A, Bunte A, Faeskorn-Woyke H, Moriz N, Bartz-Beielstein
    T. Cognitive capabilities for the CAAI in cyber-physical production systems. The
    International Journal of Advanced Manufacturing Technology. 2021;115(11–12):3513–32.
date_created: 2025-04-15T13:05:17Z
date_updated: 2025-06-26T13:39:22Z
department:
- _id: DEP5023
doi: 10.1007/s00170-021-07248-3
external_id:
  isi:
  - '000659025000010'
intvolume: '       115'
isi: '1'
issue: 11-12
keyword:
- Cognition
- Industry 40
- Big data platform
- Machine learning
- CPPS
- Optimization
- Algorithm selection
- Simulation
language:
- iso: eng
page: 3513-3532
place: London [u.a.]
publication: The International Journal of Advanced Manufacturing Technology
publication_identifier:
  eissn:
  - 1433-3015
  issn:
  - 0268-3768
publication_status: published
publisher: 'Springer '
status: public
title: Cognitive capabilities for the CAAI in cyber-physical production systems
type: scientific_journal_article
user_id: '83781'
volume: 115
year: '2021'
...
---
_id: '4512'
author:
- first_name: Christoph
  full_name: Geng, Christoph
  id: '61408'
  last_name: Geng
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Andreas
  full_name: Bunte, Andreas
  id: '58885'
  last_name: Bunte
- first_name: Henning
  full_name: Trsek, Henning
  id: '1486'
  last_name: Trsek
citation:
  ama: 'Geng C, Moriz N, Bunte A, Trsek H. Concept for Rule-Based Information Aggregation
    in Modular Production Plants. In: <i>KommA 2020 – Jahreskolloquium Kommunikation
    in Der Automation</i>. Lemgo, Germany; 2020.'
  apa: Geng, C., Moriz, N., Bunte, A., &#38; Trsek, H. (2020). Concept for Rule-Based
    Information Aggregation in Modular Production Plants. In <i>KommA 2020 – Jahreskolloquium
    Kommunikation in der Automation</i>. Lemgo, Germany.
  bjps: <b>Geng C <i>et al.</i></b> (2020) Concept for Rule-Based Information Aggregation
    in Modular Production Plants. <i>KommA 2020 – Jahreskolloquium Kommunikation in
    Der Automation</i>. Lemgo, Germany.
  chicago: Geng, Christoph, Natalia Moriz, Andreas Bunte, and Henning Trsek. “Concept
    for Rule-Based Information Aggregation in Modular Production Plants.” In <i>KommA
    2020 – Jahreskolloquium Kommunikation in Der Automation</i>. Lemgo, Germany, 2020.
  chicago-de: 'Geng, Christoph, Natalia Moriz, Andreas Bunte und Henning Trsek. 2020.
    Concept for Rule-Based Information Aggregation in Modular Production Plants. In:
    <i>KommA 2020 – Jahreskolloquium Kommunikation in der Automation</i>. Lemgo, Germany.'
  din1505-2-1: '<span style="font-variant:small-caps;">Geng, Christoph</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Bunte,
    Andreas</span> ; <span style="font-variant:small-caps;">Trsek, Henning</span>:
    Concept for Rule-Based Information Aggregation in Modular Production Plants. In:
    <i>KommA 2020 – Jahreskolloquium Kommunikation in der Automation</i>. Lemgo, Germany,
    2020'
  havard: 'C. Geng, N. Moriz, A. Bunte, H. Trsek, Concept for Rule-Based Information
    Aggregation in Modular Production Plants, in: KommA 2020 – Jahreskolloquium Kommunikation
    in Der Automation, Lemgo, Germany, 2020.'
  ieee: C. Geng, N. Moriz, A. Bunte, and H. Trsek, “Concept for Rule-Based Information
    Aggregation in Modular Production Plants,” in <i>KommA 2020 – Jahreskolloquium
    Kommunikation in der Automation</i>, Lemgo, 2020.
  mla: Geng, Christoph, et al. “Concept for Rule-Based Information Aggregation in
    Modular Production Plants.” <i>KommA 2020 – Jahreskolloquium Kommunikation in
    Der Automation</i>, 2020.
  short: 'C. Geng, N. Moriz, A. Bunte, H. Trsek, in: KommA 2020 – Jahreskolloquium
    Kommunikation in Der Automation, Lemgo, Germany, 2020.'
  ufg: '<b>Geng, Christoph et. al. (2020)</b>: Concept for Rule-Based Information
    Aggregation in Modular Production Plants, in: <i>KommA 2020 – Jahreskolloquium
    Kommunikation in der Automation</i>, Lemgo, Germany.'
  van: 'Geng C, Moriz N, Bunte A, Trsek H. Concept for Rule-Based Information Aggregation
    in Modular Production Plants. In: KommA 2020 – Jahreskolloquium Kommunikation
    in der Automation. Lemgo, Germany; 2020.'
conference:
  end_date: 2020-10-29
  location: Lemgo
  name: 11. Jahreskolloquium KommA 2020
  start_date: 2020-10-29
date_created: 2021-01-26T12:04:18Z
date_updated: 2023-03-15T13:49:53Z
department:
- _id: DEP5023
language:
- iso: eng
place: Lemgo, Germany
publication: KommA 2020 – Jahreskolloquium Kommunikation in der Automation
status: public
title: Concept for Rule-Based Information Aggregation in Modular Production Plants
type: conference
user_id: '68554'
year: 2020
...
---
_id: '4513'
author:
- first_name: Andreas
  full_name: Bunte, Andreas
  id: '58885'
  last_name: Bunte
- first_name: Henrik
  full_name: Ressler, Henrik
  id: '62216'
  last_name: Ressler
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
citation:
  ama: 'Bunte A, Ressler H, Moriz N. Automated Detection of Production Cycles in Production
    Plants using Machine Learning. In: <i>25th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA) </i>. Vienna, Austria; 2020.'
  apa: Bunte, A., Ressler, H., &#38; Moriz, N. (2020). Automated Detection of Production
    Cycles in Production Plants using Machine Learning. In <i>25th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA) </i>. Vienna,
    Austria.
  bjps: <b>Bunte A, Ressler H and Moriz N</b> (2020) Automated Detection of Production
    Cycles in Production Plants Using Machine Learning. <i>25th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA) </i>. Vienna,
    Austria.
  chicago: Bunte, Andreas, Henrik Ressler, and Natalia Moriz. “Automated Detection
    of Production Cycles in Production Plants Using Machine Learning.” In <i>25th
    IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA) </i>. Vienna, Austria, 2020.
  chicago-de: 'Bunte, Andreas, Henrik Ressler und Natalia Moriz. 2020. Automated Detection
    of Production Cycles in Production Plants using Machine Learning. In: <i>25th
    IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA) </i>. Vienna, Austria.'
  din1505-2-1: '<span style="font-variant:small-caps;">Bunte, Andreas</span> ; <span
    style="font-variant:small-caps;">Ressler, Henrik</span> ; <span style="font-variant:small-caps;">Moriz,
    Natalia</span>: Automated Detection of Production Cycles in Production Plants
    using Machine Learning. In: <i>25th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA) </i>. Vienna, Austria, 2020'
  havard: 'A. Bunte, H. Ressler, N. Moriz, Automated Detection of Production Cycles
    in Production Plants using Machine Learning, in: 25th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA) , Vienna, Austria, 2020.'
  ieee: A. Bunte, H. Ressler, and N. Moriz, “Automated Detection of Production Cycles
    in Production Plants using Machine Learning,” in <i>25th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA) </i>, Wien, 2020.
  mla: Bunte, Andreas, et al. “Automated Detection of Production Cycles in Production
    Plants Using Machine Learning.” <i>25th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA) </i>, 2020.
  short: 'A. Bunte, H. Ressler, N. Moriz, in: 25th IEEE International Conference on
    Emerging Technologies and Factory Automation (ETFA) , Vienna, Austria, 2020.'
  ufg: '<b>Bunte, Andreas et. al. (2020)</b>: Automated Detection of Production Cycles
    in Production Plants using Machine Learning, in: <i>25th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA) </i>, Vienna, Austria.'
  van: 'Bunte A, Ressler H, Moriz N. Automated Detection of Production Cycles in Production
    Plants using Machine Learning. In: 25th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA) . Vienna, Austria; 2020.'
conference:
  end_date: 2020-09-11
  location: Wien
  name: 25th IEEE International Conference on Emerging Technologies and Factory Automation
  start_date: 2020-09-08
date_created: 2021-01-26T12:08:54Z
date_updated: 2023-03-15T13:49:53Z
department:
- _id: DEP5023
language:
- iso: eng
place: Vienna, Austria
publication: '25th IEEE International Conference on Emerging Technologies and Factory
  Automation (ETFA) '
status: public
title: Automated Detection of Production Cycles in Production Plants using Machine
  Learning
type: conference
user_id: '68554'
year: 2020
...
---
_id: '4518'
abstract:
- lang: eng
  text: This paper introduces CAAI, a novel cognitive architecture for artificial
    intelligence in cyber-physical production systems. The goal of the architecture
    is to reduce the implementation effort for the usage of artificial intelligence
    algorithms. The core of the CAAI is a cognitive module that processes the user's
    declarative goals, selects suitable models and algorithms, and creates a configuration
    for the execution of a processing pipeline on a big data platform. Constant observation
    and evaluation against performance criteria assess the performance of pipelines
    for many and different use cases. Based on these evaluations, the pipelines are
    automatically adapted if necessary. The modular design with well-defined interfaces
    enables the reusability and extensibility of pipeline components. A big data platform
    implements this modular design supported by technologies such as Docker, Kubernetes,
    and Kafka for virtualization and orchestration of the individual components and
    their communication. The implementation of the architecture is evaluated using
    a real-world use case. The prototypic implementation is accessible on GitHub and
    contains a demonstration.
author:
- first_name: Andreas
  full_name: Fischbach, Andreas
  last_name: Fischbach
- first_name: Jan
  full_name: Strohschein, Jan
  last_name: Strohschein
- first_name: Andreas
  full_name: Bunte, Andreas
  id: '58885'
  last_name: Bunte
- first_name: Jörg
  full_name: Stork, Jörg
  last_name: Stork
- first_name: Heide
  full_name: Faeskorn-Woyke, Heide
  last_name: Faeskorn-Woyke
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Thomas
  full_name: Bartz-Beielstein, Thomas
  last_name: Bartz-Beielstein
citation:
  ama: Fischbach A, Strohschein J, Bunte A, et al. CAAI -- A Cognitive Architecture
    to Introduce Artificial Intelligence in Cyber-Physical Production Systems. <i>The
    International Journal of Advanced Manufacturing Technology</i>. 2020;111(1/2):609-626.
    doi:<a href="https://doi.org/10.1007/s00170-020-06094-z">10.1007/s00170-020-06094-z</a>
  apa: Fischbach, A., Strohschein, J., Bunte, A., Stork, J., Faeskorn-Woyke, H., Moriz,
    N., &#38; Bartz-Beielstein, T. (2020). CAAI -- A Cognitive Architecture to Introduce
    Artificial Intelligence in Cyber-Physical Production Systems. <i>The International
    Journal of Advanced Manufacturing Technology</i>, <i>111</i>(1/2), 609–626. <a
    href="https://doi.org/10.1007/s00170-020-06094-z">https://doi.org/10.1007/s00170-020-06094-z</a>
  bjps: <b>Fischbach A <i>et al.</i></b> (2020) CAAI -- A Cognitive Architecture to
    Introduce Artificial Intelligence in Cyber-Physical Production Systems. <i>The
    International Journal of Advanced Manufacturing Technology</i> <b>111</b>, 609–626.
  chicago: 'Fischbach, Andreas, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide
    Faeskorn-Woyke, Natalia Moriz, and Thomas Bartz-Beielstein. “CAAI -- A Cognitive
    Architecture to Introduce Artificial Intelligence in Cyber-Physical Production
    Systems.” <i>The International Journal of Advanced Manufacturing Technology</i>
    111, no. 1/2 (2020): 609–26. <a href="https://doi.org/10.1007/s00170-020-06094-z">https://doi.org/10.1007/s00170-020-06094-z</a>.'
  chicago-de: 'Fischbach, Andreas, Jan Strohschein, Andreas Bunte, Jörg Stork, Heide
    Faeskorn-Woyke, Natalia Moriz und Thomas Bartz-Beielstein. 2020. CAAI -- A Cognitive
    Architecture to Introduce Artificial Intelligence in Cyber-Physical Production
    Systems. <i>The International Journal of Advanced Manufacturing Technology</i>
    111, Nr. 1/2: 609–626. doi:<a href="https://doi.org/10.1007/s00170-020-06094-z">10.1007/s00170-020-06094-z</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Fischbach, Andreas</span> ;
    <span style="font-variant:small-caps;">Strohschein, Jan</span> ; <span style="font-variant:small-caps;">Bunte,
    Andreas</span> ; <span style="font-variant:small-caps;">Stork, Jörg</span> ; <span
    style="font-variant:small-caps;">Faeskorn-Woyke, Heide</span> ; <span style="font-variant:small-caps;">Moriz,
    Natalia</span> ; <span style="font-variant:small-caps;">Bartz-Beielstein, Thomas</span>:
    CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical
    Production Systems. In: <i>The International Journal of Advanced Manufacturing
    Technology</i> Bd. 111, Springer (2020), Nr. 1/2, S. 609–626'
  havard: A. Fischbach, J. Strohschein, A. Bunte, J. Stork, H. Faeskorn-Woyke, N.
    Moriz, T. Bartz-Beielstein, CAAI -- A Cognitive Architecture to Introduce Artificial
    Intelligence in Cyber-Physical Production Systems, The International Journal of
    Advanced Manufacturing Technology. 111 (2020) 609–626.
  ieee: 'A. Fischbach <i>et al.</i>, “CAAI -- A Cognitive Architecture to Introduce
    Artificial Intelligence in Cyber-Physical Production Systems,” <i>The International
    Journal of Advanced Manufacturing Technology</i>, vol. 111, no. 1/2, pp. 609–626,
    2020, doi: <a href="https://doi.org/10.1007/s00170-020-06094-z">10.1007/s00170-020-06094-z</a>.'
  mla: Fischbach, Andreas, et al. “CAAI -- A Cognitive Architecture to Introduce Artificial
    Intelligence in Cyber-Physical Production Systems.” <i>The International Journal
    of Advanced Manufacturing Technology</i>, vol. 111, no. 1/2, 2020, pp. 609–26,
    <a href="https://doi.org/10.1007/s00170-020-06094-z">https://doi.org/10.1007/s00170-020-06094-z</a>.
  short: A. Fischbach, J. Strohschein, A. Bunte, J. Stork, H. Faeskorn-Woyke, N. Moriz,
    T. Bartz-Beielstein, The International Journal of Advanced Manufacturing Technology
    111 (2020) 609–626.
  ufg: '<b>Fischbach, Andreas u. a.</b>: CAAI -- A Cognitive Architecture to Introduce
    Artificial Intelligence in Cyber-Physical Production Systems, in: <i>The International
    Journal of Advanced Manufacturing Technology</i> 111 (2020), H. 1/2,  S. 609–626.'
  van: Fischbach A, Strohschein J, Bunte A, Stork J, Faeskorn-Woyke H, Moriz N, et
    al. CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical
    Production Systems. The International Journal of Advanced Manufacturing Technology.
    2020;111(1/2):609–26.
date_created: 2021-01-26T12:24:10Z
date_updated: 2025-06-26T13:38:24Z
department:
- _id: DEP5023
doi: 10.1007/s00170-020-06094-z
external_id:
  isi:
  - '000574389900002'
intvolume: '       111'
isi: '1'
issue: 1/2
keyword:
- CPPS
- Artificial intelligence
- Industry 40
- Reference architecture
- Optimization
- SMBO
- Cognition
- Big data platform
- Modularization
- AutoML
language:
- iso: eng
page: 609-626
publication: The International Journal of Advanced Manufacturing Technology
publication_identifier:
  eissn:
  - 1433-3015
  issn:
  - 0268-3768
publication_status: published
publisher: Springer
status: public
title: CAAI -- A Cognitive Architecture to Introduce Artificial Intelligence in Cyber-Physical
  Production Systems
type: journal_article
user_id: '83781'
volume: 111
year: '2020'
...
---
_id: '4797'
abstract:
- lang: ger
  text: Die Funktion der Montage wird im Zeitverlauf immer wieder grundlegend verändert,
    indem neue Gestaltungsparadigmen umgesetzt werden. Damit es zu solchen Paradigmenwechseln
    kommt, bedarf es neben veränderten Marktanforderungen zwingend neuer Erkenntnisse.
    Diese können sich dabei auf den Einsatz einzelner Technologien, die Anwendung
    neuer Organisationsprinzipien oder eine veränderte Rolle der Beschäftigten in
    der Montage beziehen. Die zunehmende Individualisierung der Erzeugnisgestaltung
    und sich verkürzende Innovationslebenszyklen führen aktuell zu einem Anstieg der
    Komplexität in der Montage. Damit nehmen die zu verarbeitenden Informationsmengen
    deutlich zu und es stellt sich die Frage, wie mit diesen großen Mengen an Informationen
    umzugehen ist. Dabei kommen dem Einsatz von Informations- und Kommunikationstechnologien
    eine Schlüsselrolle in der Montagesystemgestaltung zu. Wie diese Rolle und mit
    ihr verbundene Entwicklungen aussehen, wird in fünf Handlungsfeldern beschrieben.
    Zum Handlungsfeld der Montageassistenzsysteme, das im Mittelpunkt dieses Buches
    steht, werden zudem einzelne Trends dargestellt. Abschließend werden Hinweise
    für die betriebliche Praxis formuliert.
author:
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Manfred
  full_name: Bornewasser, Manfred
  last_name: Bornewasser
citation:
  ama: 'Hinrichsen S, Moriz N, Bornewasser M. Entwicklungstrends in der Montage. In:
    Bornewasser M, Hinrichsen S, eds. <i>Informatorische Assistenzsysteme in der variantenreichen
    Montage: Theorie und Praxis</i>. Berlin, Heidelberg: Springer Vieweg; 2020:187-213.
    doi:<a href="https://doi.org/10.1007/978-3-662-61374-0_10">https://doi.org/10.1007/978-3-662-61374-0_10</a>'
  apa: 'Hinrichsen, S., Moriz, N., &#38; Bornewasser, M. (2020). Entwicklungstrends
    in der Montage. In M. Bornewasser &#38; S. Hinrichsen (Eds.), <i>Informatorische
    Assistenzsysteme in der variantenreichen Montage: Theorie und Praxis</i> (pp.
    187–213). Berlin, Heidelberg: Springer Vieweg. <a href="https://doi.org/10.1007/978-3-662-61374-0_10">https://doi.org/10.1007/978-3-662-61374-0_10</a>'
  bjps: '<b>Hinrichsen S, Moriz N and Bornewasser M</b> (2020) Entwicklungstrends
    in der Montage. In Bornewasser M and Hinrichsen S (eds), <i>Informatorische Assistenzsysteme
    in der variantenreichen Montage: Theorie und Praxis</i>. Berlin, Heidelberg: Springer
    Vieweg, pp. 187–213.'
  chicago: 'Hinrichsen, Sven, Natalia Moriz, and Manfred Bornewasser. “Entwicklungstrends
    in der Montage.” In <i>Informatorische Assistenzsysteme in der variantenreichen
    Montage: Theorie und Praxis</i>, edited by Manfred  Bornewasser and Sven Hinrichsen,
    187–213. Berlin, Heidelberg: Springer Vieweg, 2020. <a href="https://doi.org/10.1007/978-3-662-61374-0_10">https://doi.org/10.1007/978-3-662-61374-0_10</a>.'
  chicago-de: 'Hinrichsen, Sven, Natalia Moriz und Manfred Bornewasser. 2020. Entwicklungstrends
    in der Montage. In: <i>Informatorische Assistenzsysteme in der variantenreichen
    Montage: Theorie und Praxis</i>, hg. von Manfred  Bornewasser und Sven Hinrichsen,
    187–213. Berlin, Heidelberg: Springer Vieweg. doi:<a href="https://doi.org/10.1007/978-3-662-61374-0_10,">https://doi.org/10.1007/978-3-662-61374-0_10,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Hinrichsen, Sven</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Bornewasser,
    Manfred</span>: Entwicklungstrends in der Montage. In: <span style="font-variant:small-caps;">Bornewasser,
    M.</span> ; <span style="font-variant:small-caps;">Hinrichsen, S.</span> (Hrsg.):
    <i>Informatorische Assistenzsysteme in der variantenreichen Montage: Theorie und
    Praxis</i>. Berlin, Heidelberg : Springer Vieweg, 2020, S. 187–213'
  havard: 'S. Hinrichsen, N. Moriz, M. Bornewasser, Entwicklungstrends in der Montage,
    in: M. Bornewasser, S. Hinrichsen (Eds.), Informatorische Assistenzsysteme in
    der variantenreichen Montage: Theorie und Praxis, Springer Vieweg, Berlin, Heidelberg,
    2020: pp. 187–213.'
  ieee: 'S. Hinrichsen, N. Moriz, and M. Bornewasser, “Entwicklungstrends in der Montage,”
    in <i>Informatorische Assistenzsysteme in der variantenreichen Montage: Theorie
    und Praxis</i>, M. Bornewasser and S. Hinrichsen, Eds. Berlin, Heidelberg: Springer
    Vieweg, 2020, pp. 187–213.'
  mla: 'Hinrichsen, Sven, et al. “Entwicklungstrends in der Montage.” <i>Informatorische
    Assistenzsysteme in der variantenreichen Montage: Theorie und Praxis</i>, edited
    by Manfred  Bornewasser and Sven Hinrichsen, Springer Vieweg, 2020, pp. 187–213,
    doi:<a href="https://doi.org/10.1007/978-3-662-61374-0_10">https://doi.org/10.1007/978-3-662-61374-0_10</a>.'
  short: 'S. Hinrichsen, N. Moriz, M. Bornewasser, in: M. Bornewasser, S. Hinrichsen
    (Eds.), Informatorische Assistenzsysteme in der variantenreichen Montage: Theorie
    und Praxis, Springer Vieweg, Berlin, Heidelberg, 2020, pp. 187–213.'
  ufg: '<b>Hinrichsen, Sven et. al. (2020)</b>: Entwicklungstrends in der Montage,
    in: Manfred  Bornewasser/Sven Hinrichsen (Hgg.): <i>Informatorische Assistenzsysteme
    in der variantenreichen Montage: Theorie und Praxis</i>, Berlin, Heidelberg, S.
    187–213.'
  van: 'Hinrichsen S, Moriz N, Bornewasser M. Entwicklungstrends in der Montage. In:
    Bornewasser M, Hinrichsen S, editors. Informatorische Assistenzsysteme in der
    variantenreichen Montage: Theorie und Praxis. Berlin, Heidelberg: Springer Vieweg;
    2020. p. 187–213.'
date_created: 2021-02-02T08:59:09Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
- _id: DEP7020
- _id: DEP1305
doi: https://doi.org/10.1007/978-3-662-61374-0_10
editor:
- first_name: 'Manfred '
  full_name: 'Bornewasser, Manfred '
  last_name: Bornewasser
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
language:
- iso: ger
page: 187-213
place: Berlin, Heidelberg
project:
- _id: FBB6D104-44D9-11E9-AA25-B54CDB794CE1
  name: Montexas 4.0
publication: 'Informatorische Assistenzsysteme in der variantenreichen Montage: Theorie
  und Praxis'
publication_identifier:
  eisbn:
  - 978-3-662-61374-0
  isbn:
  - 978-3-662-61373-3
publication_status: published
publisher: Springer Vieweg
status: public
title: Entwicklungstrends in der Montage
type: book_chapter
user_id: '49010'
year: 2020
...
---
_id: '4780'
author:
- first_name: Andreas
  full_name: Bunte, Andreas
  id: '58885'
  last_name: Bunte
- first_name: Paul
  full_name: Wunderlich, Paul
  id: '52317'
  last_name: Wunderlich
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Peng
  full_name: Li, Peng
  id: '58937'
  last_name: Li
- first_name: Andre
  full_name: Mankowski, Andre
  id: '51482'
  last_name: Mankowski
- first_name: Antje
  full_name: Rogalla, Antje
  id: '66617'
  last_name: Rogalla
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
citation:
  ama: 'Bunte A, Wunderlich P, Moriz N, et al. Why Symbolic AI is a Key Technology
    for Self-Adaption in the Context of CPPS. In: <i>24nd IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza, Spain; 2019.'
  apa: Bunte, A., Wunderlich, P., Moriz, N., Li, P., Mankowski, A., Rogalla, A., &#38;
    Niggemann, O. (2019). Why Symbolic AI is a Key Technology for Self-Adaption in
    the Context of CPPS. In <i>24nd IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>. Zaragoza, Spain.
  bjps: <b>Bunte A <i>et al.</i></b> (2019) Why Symbolic AI Is a Key Technology for
    Self-Adaption in the Context of CPPS. <i>24nd IEEE International Conference on
    Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza, Spain.
  chicago: Bunte, Andreas, Paul Wunderlich, Natalia Moriz, Peng Li, Andre Mankowski,
    Antje Rogalla, and Oliver Niggemann. “Why Symbolic AI Is a Key Technology for
    Self-Adaption in the Context of CPPS.” In <i>24nd IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza, Spain, 2019.
  chicago-de: 'Bunte, Andreas, Paul Wunderlich, Natalia Moriz, Peng Li, Andre Mankowski,
    Antje Rogalla und Oliver Niggemann. 2019. Why Symbolic AI is a Key Technology
    for Self-Adaption in the Context of CPPS. In: <i>24nd IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza, Spain.'
  din1505-2-1: '<span style="font-variant:small-caps;">Bunte, Andreas</span> ; <span
    style="font-variant:small-caps;">Wunderlich, Paul</span> ; <span style="font-variant:small-caps;">Moriz,
    Natalia</span> ; <span style="font-variant:small-caps;">Li, Peng</span> ; <span
    style="font-variant:small-caps;">Mankowski, Andre</span> ; <span style="font-variant:small-caps;">Rogalla,
    Antje</span> ; <span style="font-variant:small-caps;">Niggemann, Oliver</span>:
    Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS.
    In: <i>24nd IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i>. Zaragoza, Spain, 2019'
  havard: 'A. Bunte, P. Wunderlich, N. Moriz, P. Li, A. Mankowski, A. Rogalla, O.
    Niggemann, Why Symbolic AI is a Key Technology for Self-Adaption in the Context
    of CPPS, in: 24nd IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA), Zaragoza, Spain, 2019.'
  ieee: A. Bunte <i>et al.</i>, “Why Symbolic AI is a Key Technology for Self-Adaption
    in the Context of CPPS,” in <i>24nd IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, 2019.
  mla: Bunte, Andreas, et al. “Why Symbolic AI Is a Key Technology for Self-Adaption
    in the Context of CPPS.” <i>24nd IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>, 2019.
  short: 'A. Bunte, P. Wunderlich, N. Moriz, P. Li, A. Mankowski, A. Rogalla, O. Niggemann,
    in: 24nd IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA), Zaragoza, Spain, 2019.'
  ufg: '<b>Bunte, Andreas et. al. (2019)</b>: Why Symbolic AI is a Key Technology
    for Self-Adaption in the Context of CPPS, in: <i>24nd IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>, Zaragoza, Spain.'
  van: 'Bunte A, Wunderlich P, Moriz N, Li P, Mankowski A, Rogalla A, et al. Why Symbolic
    AI is a Key Technology for Self-Adaption in the Context of CPPS. In: 24nd IEEE
    International Conference on Emerging Technologies and Factory Automation (ETFA).
    Zaragoza, Spain; 2019.'
date_created: 2021-02-02T08:08:34Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
place: Zaragoza, Spain
publication: 24nd IEEE International Conference on Emerging Technologies and Factory
  Automation (ETFA)
status: public
title: Why Symbolic AI is a Key Technology for Self-Adaption in the Context of CPPS
type: conference
user_id: '68554'
year: 2019
...
---
_id: '4800'
author:
- first_name: Philip
  full_name: Sehr, Philip
  id: '71582'
  last_name: Sehr
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
citation:
  ama: 'Sehr P, Moriz N. Partitioning Manual Assembly Workstations for Flexible Manufacturing.
    In: <i>Proceedings 2019 24th IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA)</i>. Zaragoza, Spain; 2019.'
  apa: Sehr, P., &#38; Moriz, N. (2019). Partitioning Manual Assembly Workstations
    for Flexible Manufacturing. In <i>Proceedings 2019 24th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza, Spain.
  bjps: <b>Sehr P and Moriz N</b> (2019) Partitioning Manual Assembly Workstations
    for Flexible Manufacturing. <i>Proceedings 2019 24th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza, Spain.
  chicago: Sehr, Philip, and Natalia Moriz. “Partitioning Manual Assembly Workstations
    for Flexible Manufacturing.” In <i>Proceedings 2019 24th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza, Spain, 2019.
  chicago-de: 'Sehr, Philip und Natalia Moriz. 2019. Partitioning Manual Assembly
    Workstations for Flexible Manufacturing. In: <i>Proceedings 2019 24th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza,
    Spain.'
  din1505-2-1: '<span style="font-variant:small-caps;">Sehr, Philip</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span>: Partitioning Manual Assembly
    Workstations for Flexible Manufacturing. In: <i>Proceedings 2019 24th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Zaragoza,
    Spain, 2019'
  havard: 'P. Sehr, N. Moriz, Partitioning Manual Assembly Workstations for Flexible
    Manufacturing, in: Proceedings 2019 24th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA), Zaragoza, Spain, 2019.'
  ieee: P. Sehr and N. Moriz, “Partitioning Manual Assembly Workstations for Flexible
    Manufacturing,” in <i>Proceedings 2019 24th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, 2019.
  mla: Sehr, Philip, and Natalia Moriz. “Partitioning Manual Assembly Workstations
    for Flexible Manufacturing.” <i>Proceedings 2019 24th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>, 2019.
  short: 'P. Sehr, N. Moriz, in: Proceedings 2019 24th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA), Zaragoza, Spain, 2019.'
  ufg: '<b>Sehr, Philip/Moriz, Natalia (2019)</b>: Partitioning Manual Assembly Workstations
    for Flexible Manufacturing, in: <i>Proceedings 2019 24th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>, Zaragoza, Spain.'
  van: 'Sehr P, Moriz N. Partitioning Manual Assembly Workstations for Flexible Manufacturing.
    In: Proceedings 2019 24th IEEE International Conference on Emerging Technologies
    and Factory Automation (ETFA). Zaragoza, Spain; 2019.'
date_created: 2021-02-02T09:05:35Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
place: Zaragoza, Spain
publication: Proceedings 2019 24th IEEE International Conference on Emerging Technologies
  and Factory Automation (ETFA)
status: public
title: Partitioning Manual Assembly Workstations for Flexible Manufacturing
type: conference
user_id: '68554'
year: 2019
...
---
_id: '4801'
abstract:
- lang: ger
  text: Die manuelle Montage ist in einzelnen Branchen des Verarbeitenden Gewerbes
    von hoher Bedeutung. Industrielle Trends nach individualisierten Produkten in
    geringen Losgrößen steigern dabei die Komplexität in der manuellen Montage. In
    der Folge kann es zu einer erhöhten mentalen Beanspruchung der Beschäftigten kommen,
    wodurch Montagefehler häufiger auftreten und die Produktivität sinkt. Der vorliegende
    Beitrag präsentiert zwei Anwendungsfälle, in denen verschiedene Ansätze gezeigt
    werden, diesem Effekt entgegen zu wirken. Im ersten Anwendungsfall wird ein informatorisches
    Assistenzsystem eingesetzt, um Montageinformationen besser an die Bedürfnisse
    der Mitarbeiter anzupassen. Im zweiten Anwendungsfall wird ein bestehendes Montagesystem
    modularisiert. Die Anordnung der Bauteile in den einzelnen Modulen wird algorithmisch
    so optimiert, dass Laufwege zwischen den Modulen minimiert werden.
author:
- first_name: Philip
  full_name: Sehr, Philip
  id: '71582'
  last_name: Sehr
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Sven
  full_name: Bendzioch, Sven
  id: '71395'
  last_name: Bendzioch
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: 'Sehr P, Moriz N, Bendzioch S, Hinrichsen S. Ansätze für Komplexitätsreduktion
    in manuellen Montageprozessen. In: <i>AUTOMATION 2019: Autonomous Systems and
    5G in Connected Industries</i>. Baden-Baden: VDI; 2019:671-682.'
  apa: 'Sehr, P., Moriz, N., Bendzioch, S., &#38; Hinrichsen, S. (2019). Ansätze für
    Komplexitätsreduktion in manuellen Montageprozessen. In <i>AUTOMATION 2019: Autonomous
    Systems and 5G in Connected Industries</i> (pp. 671–682). Baden-Baden: VDI.'
  bjps: '<b>Sehr P <i>et al.</i></b> (2019) Ansätze für Komplexitätsreduktion in manuellen
    Montageprozessen. <i>AUTOMATION 2019: Autonomous Systems and 5G in Connected Industries</i>.
    Baden-Baden: VDI, pp. 671–682.'
  chicago: 'Sehr, Philip, Natalia Moriz, Sven Bendzioch, and Sven Hinrichsen. “Ansätze
    für Komplexitätsreduktion in manuellen Montageprozessen.” In <i>AUTOMATION 2019:
    Autonomous Systems and 5G in Connected Industries</i>, 671–82. Baden-Baden: VDI,
    2019.'
  chicago-de: 'Sehr, Philip, Natalia Moriz, Sven Bendzioch und Sven Hinrichsen. 2019.
    Ansätze für Komplexitätsreduktion in manuellen Montageprozessen. In: <i>AUTOMATION
    2019: Autonomous Systems and 5G in Connected Industries</i>, 671–682. Baden-Baden:
    VDI.'
  din1505-2-1: '<span style="font-variant:small-caps;">Sehr, Philip</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Bendzioch,
    Sven</span> ; <span style="font-variant:small-caps;">Hinrichsen, Sven</span>:
    Ansätze für Komplexitätsreduktion in manuellen Montageprozessen. In: <i>AUTOMATION
    2019: Autonomous Systems and 5G in Connected Industries</i>. Baden-Baden : VDI,
    2019, S. 671–682'
  havard: 'P. Sehr, N. Moriz, S. Bendzioch, S. Hinrichsen, Ansätze für Komplexitätsreduktion
    in manuellen Montageprozessen, in: AUTOMATION 2019: Autonomous Systems and 5G
    in Connected Industries, VDI, Baden-Baden, 2019: pp. 671–682.'
  ieee: 'P. Sehr, N. Moriz, S. Bendzioch, and S. Hinrichsen, “Ansätze für Komplexitätsreduktion
    in manuellen Montageprozessen,” in <i>AUTOMATION 2019: Autonomous Systems and
    5G in Connected Industries</i>, 2019, pp. 671–682.'
  mla: 'Sehr, Philip, et al. “Ansätze für Komplexitätsreduktion in manuellen Montageprozessen.”
    <i>AUTOMATION 2019: Autonomous Systems and 5G in Connected Industries</i>, VDI,
    2019, pp. 671–82.'
  short: 'P. Sehr, N. Moriz, S. Bendzioch, S. Hinrichsen, in: AUTOMATION 2019: Autonomous
    Systems and 5G in Connected Industries, VDI, Baden-Baden, 2019, pp. 671–682.'
  ufg: '<b>Sehr, Philip et. al. (2019)</b>: Ansätze für Komplexitätsreduktion in manuellen
    Montageprozessen, in: <i>AUTOMATION 2019: Autonomous Systems and 5G in Connected
    Industries</i>, Baden-Baden, S. 671–682.'
  van: 'Sehr P, Moriz N, Bendzioch S, Hinrichsen S. Ansätze für Komplexitätsreduktion
    in manuellen Montageprozessen. In: AUTOMATION 2019: Autonomous Systems and 5G
    in Connected Industries. Baden-Baden: VDI; 2019. p. 671–82.'
date_created: 2021-02-02T09:06:35Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
- _id: DEP7020
- _id: DEP1305
language:
- iso: ger
page: 671 - 682
place: Baden-Baden
publication: 'AUTOMATION 2019: Autonomous Systems and 5G in Connected Industries'
publisher: VDI
status: public
title: Ansätze für Komplexitätsreduktion in manuellen Montageprozessen
type: conference
user_id: '74004'
year: 2019
...
---
_id: '4802'
author:
- first_name: Björn
  full_name: Böttcher, Björn
  last_name: Böttcher
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
citation:
  ama: 'Böttcher B, Moriz N, Niggemann O. Intelligente Entwurfsassistenz für Automatisierungssysteme
    - Vorteile deklarativer Paradigmen im Systementwurf. In: <i>Automation 2015</i>.
    Baden-Baden: VDI-Verlag; 2015.'
  apa: 'Böttcher, B., Moriz, N., &#38; Niggemann, O. (2015). Intelligente Entwurfsassistenz
    für Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf.
    In <i>Automation 2015</i>. Baden-Baden: VDI-Verlag.'
  bjps: '<b>Böttcher B, Moriz N and Niggemann O</b> (2015) Intelligente Entwurfsassistenz
    für Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf.
    <i>Automation 2015</i>. Baden-Baden: VDI-Verlag.'
  chicago: 'Böttcher, Björn, Natalia Moriz, and Oliver Niggemann. “Intelligente Entwurfsassistenz
    für Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf.”
    In <i>Automation 2015</i>. Baden-Baden: VDI-Verlag, 2015.'
  chicago-de: 'Böttcher, Björn, Natalia Moriz und Oliver Niggemann. 2015. Intelligente
    Entwurfsassistenz für Automatisierungssysteme - Vorteile deklarativer Paradigmen
    im Systementwurf. In: <i>Automation 2015</i>. Baden-Baden: VDI-Verlag.'
  din1505-2-1: '<span style="font-variant:small-caps;">Böttcher, Björn</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span>: Intelligente Entwurfsassistenz für Automatisierungssysteme - Vorteile
    deklarativer Paradigmen im Systementwurf. In: <i>Automation 2015</i>. Baden-Baden :
    VDI-Verlag, 2015'
  havard: 'B. Böttcher, N. Moriz, O. Niggemann, Intelligente Entwurfsassistenz für
    Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf, in:
    Automation 2015, VDI-Verlag, Baden-Baden, 2015.'
  ieee: B. Böttcher, N. Moriz, and O. Niggemann, “Intelligente Entwurfsassistenz für
    Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf,”
    in <i>Automation 2015</i>, 2015.
  mla: Böttcher, Björn, et al. “Intelligente Entwurfsassistenz für Automatisierungssysteme
    - Vorteile deklarativer Paradigmen im Systementwurf.” <i>Automation 2015</i>,
    VDI-Verlag, 2015.
  short: 'B. Böttcher, N. Moriz, O. Niggemann, in: Automation 2015, VDI-Verlag, Baden-Baden,
    2015.'
  ufg: '<b>Böttcher, Björn et. al. (2015)</b>: Intelligente Entwurfsassistenz für
    Automatisierungssysteme - Vorteile deklarativer Paradigmen im Systementwurf, in:
    <i>Automation 2015</i>, Baden-Baden.'
  van: 'Böttcher B, Moriz N, Niggemann O. Intelligente Entwurfsassistenz für Automatisierungssysteme
    - Vorteile deklarativer Paradigmen im Systementwurf. In: Automation 2015. Baden-Baden:
    VDI-Verlag; 2015.'
date_created: 2021-02-02T09:08:09Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: ger
place: Baden-Baden
publication: Automation 2015
publisher: VDI-Verlag
status: public
title: Intelligente Entwurfsassistenz für Automatisierungssysteme - Vorteile deklarativer
  Paradigmen im Systementwurf
type: conference
user_id: '68554'
year: 2015
...
---
_id: '4803'
author:
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Björn
  full_name: Böttcher, Björn
  last_name: Böttcher
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
- first_name: Josef
  full_name: Lackhove, Josef
  last_name: Lackhove
citation:
  ama: 'Moriz N, Böttcher B, Niggemann O, Lackhove J. Assisted Design for Automation
    Systems - from Formal Requirements to Final Designs. In: <i>19th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Barcelona,
    Spain; 2014.'
  apa: Moriz, N., Böttcher, B., Niggemann, O., &#38; Lackhove, J. (2014). Assisted
    Design for Automation Systems - from Formal Requirements to Final Designs. In
    <i>19th IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i>. Barcelona, Spain.
  bjps: <b>Moriz N <i>et al.</i></b> (2014) Assisted Design for Automation Systems
    - from Formal Requirements to Final Designs. <i>19th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Barcelona, Spain.
  chicago: Moriz, Natalia, Björn Böttcher, Oliver Niggemann, and Josef Lackhove. “Assisted
    Design for Automation Systems - from Formal Requirements to Final Designs.” In
    <i>19th IEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i>. Barcelona, Spain, 2014.
  chicago-de: 'Moriz, Natalia, Björn Böttcher, Oliver Niggemann und Josef Lackhove.
    2014. Assisted Design for Automation Systems - from Formal Requirements to Final
    Designs. In: <i>19th IEEE International Conference on Emerging Technologies and
    Factory Automation (ETFA)</i>. Barcelona, Spain.'
  din1505-2-1: '<span style="font-variant:small-caps;">Moriz, Natalia</span> ; <span
    style="font-variant:small-caps;">Böttcher, Björn</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span> ; <span style="font-variant:small-caps;">Lackhove, Josef</span>:
    Assisted Design for Automation Systems - from Formal Requirements to Final Designs.
    In: <i>19th IEEE International Conference on Emerging Technologies and Factory
    Automation (ETFA)</i>. Barcelona, Spain, 2014'
  havard: 'N. Moriz, B. Böttcher, O. Niggemann, J. Lackhove, Assisted Design for Automation
    Systems - from Formal Requirements to Final Designs, in: 19th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA), Barcelona,
    Spain, 2014.'
  ieee: N. Moriz, B. Böttcher, O. Niggemann, and J. Lackhove, “Assisted Design for
    Automation Systems - from Formal Requirements to Final Designs,” in <i>19th IEEE
    International Conference on Emerging Technologies and Factory Automation (ETFA)</i>,
    2014.
  mla: Moriz, Natalia, et al. “Assisted Design for Automation Systems - from Formal
    Requirements to Final Designs.” <i>19th IEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, 2014.
  short: 'N. Moriz, B. Böttcher, O. Niggemann, J. Lackhove, in: 19th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA), Barcelona,
    Spain, 2014.'
  ufg: '<b>Moriz, Natalia et. al. (2014)</b>: Assisted Design for Automation Systems
    - from Formal Requirements to Final Designs, in: <i>19th IEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>, Barcelona, Spain.'
  van: 'Moriz N, Böttcher B, Niggemann O, Lackhove J. Assisted Design for Automation
    Systems - from Formal Requirements to Final Designs. In: 19th IEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA). Barcelona,
    Spain; 2014.'
date_created: 2021-02-02T09:09:47Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
place: Barcelona, Spain
publication: 19th IEEE International Conference on Emerging Technologies and Factory
  Automation (ETFA)
status: public
title: Assisted Design for Automation Systems - from Formal Requirements to Final
  Designs
type: conference
user_id: '68554'
year: 2014
...
---
_id: '4804'
author:
- first_name: Björn
  full_name: Böttcher, Björn
  last_name: Böttcher
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
citation:
  ama: 'Böttcher B, Moriz N, Niggemann O. From Formal Requirements on Technical Systems
    to Complete Designs - A Holistic Approach. In: Schaub, T., Friedrich, G. O’Sullivan
    B, ed. <i>21st European Conference on Artificial Intelligence Frontiers in Artificial
    Intelligence and Applications, 2014</i>. Prague, Czech Republic: Vol. 263; 2014:977-978.'
  apa: 'Böttcher, B., Moriz, N., &#38; Niggemann, O. (2014). From Formal Requirements
    on Technical Systems to Complete Designs - A Holistic Approach. In B. Schaub,
    T., Friedrich, G. O’Sullivan (Ed.), <i>21st European Conference on Artificial
    Intelligence Frontiers in Artificial Intelligence and Applications, 2014</i> (pp.
    977–978). Prague, Czech Republic: Vol. 263.'
  bjps: '<b>Böttcher B, Moriz N and Niggemann O</b> (2014) From Formal Requirements
    on Technical Systems to Complete Designs - A Holistic Approach. In Schaub, T.,
    Friedrich, G. O’Sullivan B (ed.), <i>21st European Conference on Artificial Intelligence
    Frontiers in Artificial Intelligence and Applications, 2014</i>. Prague, Czech
    Republic: Vol. 263, pp. 977–978.'
  chicago: 'Böttcher, Björn, Natalia Moriz, and Oliver Niggemann. “From Formal Requirements
    on Technical Systems to Complete Designs - A Holistic Approach.” In <i>21st European
    Conference on Artificial Intelligence Frontiers in Artificial Intelligence and
    Applications, 2014</i>, edited by B. Schaub, T., Friedrich, G. O’Sullivan, 977–78.
    Prague, Czech Republic: Vol. 263, 2014.'
  chicago-de: 'Böttcher, Björn, Natalia Moriz und Oliver Niggemann. 2014. From Formal
    Requirements on Technical Systems to Complete Designs - A Holistic Approach. In:
    <i>21st European Conference on Artificial Intelligence Frontiers in Artificial
    Intelligence and Applications, 2014</i>, hg. von B. Schaub, T., Friedrich, G.
    O’Sullivan, 977–978. Prague, Czech Republic: Vol. 263.'
  din1505-2-1: '<span style="font-variant:small-caps;">Böttcher, Björn</span> ; <span
    style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Niggemann,
    Oliver</span>: From Formal Requirements on Technical Systems to Complete Designs
    - A Holistic Approach. In: <span style="font-variant:small-caps;">Schaub, T.,
    Friedrich, G. O’Sullivan, B.</span> (Hrsg.): <i>21st European Conference on Artificial
    Intelligence Frontiers in Artificial Intelligence and Applications, 2014</i>.
    Prague, Czech Republic : Vol. 263, 2014, S. 977–978'
  havard: 'B. Böttcher, N. Moriz, O. Niggemann, From Formal Requirements on Technical
    Systems to Complete Designs - A Holistic Approach, in: B. Schaub, T., Friedrich,
    G. O’Sullivan (Ed.), 21st European Conference on Artificial Intelligence Frontiers
    in Artificial Intelligence and Applications, 2014, Vol. 263, Prague, Czech Republic,
    2014: pp. 977–978.'
  ieee: B. Böttcher, N. Moriz, and O. Niggemann, “From Formal Requirements on Technical
    Systems to Complete Designs - A Holistic Approach,” in <i>21st European Conference
    on Artificial Intelligence Frontiers in Artificial Intelligence and Applications,
    2014</i>, 2014, pp. 977–978.
  mla: Böttcher, Björn, et al. “From Formal Requirements on Technical Systems to Complete
    Designs - A Holistic Approach.” <i>21st European Conference on Artificial Intelligence
    Frontiers in Artificial Intelligence and Applications, 2014</i>, edited by B.
    Schaub, T., Friedrich, G. O’Sullivan, Vol. 263, 2014, pp. 977–78.
  short: 'B. Böttcher, N. Moriz, O. Niggemann, in: B. Schaub, T., Friedrich, G. O’Sullivan
    (Ed.), 21st European Conference on Artificial Intelligence Frontiers in Artificial
    Intelligence and Applications, 2014, Vol. 263, Prague, Czech Republic, 2014, pp.
    977–978.'
  ufg: '<b>Böttcher, Björn et. al. (2014)</b>: From Formal Requirements on Technical
    Systems to Complete Designs - A Holistic Approach, in: B. Schaub, T., Friedrich,
    G. O’Sullivan (Hg.): <i>21st European Conference on Artificial Intelligence Frontiers
    in Artificial Intelligence and Applications, 2014</i>, Prague, Czech Republic,
    S. 977–978.'
  van: 'Böttcher B, Moriz N, Niggemann O. From Formal Requirements on Technical Systems
    to Complete Designs - A Holistic Approach. In: Schaub, T., Friedrich, G. O’Sullivan
    B, editor. 21st European Conference on Artificial Intelligence Frontiers in Artificial
    Intelligence and Applications, 2014. Prague, Czech Republic: Vol. 263; 2014. p.
    977–8.'
date_created: 2021-02-02T09:10:58Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
editor:
- first_name: B.
  full_name: Schaub, T., Friedrich, G. O'Sullivan, B.
  last_name: Schaub, T., Friedrich, G. O'Sullivan
language:
- iso: eng
page: pp. 977-978
place: Prague, Czech Republic
publication: 21st European Conference on Artificial Intelligence Frontiers in Artificial
  Intelligence and Applications, 2014
publisher: Vol. 263
status: public
title: From Formal Requirements on Technical Systems to Complete Designs - A Holistic
  Approach
type: conference
user_id: '68554'
year: 2014
...
---
_id: '4805'
author:
- first_name: Björn
  full_name: Böttcher, Björn
  last_name: Böttcher
- first_name: Johann
  full_name: Badinger, Johann
  last_name: Badinger
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
citation:
  ama: 'Böttcher B, Badinger J, Moriz N, Niggemann O. Design of Industrial Automation
    Systems - Formal Requirements in the Engineering Process. In: <i>18thIEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>. Cagliari,
    Italy; 2013.'
  apa: Böttcher, B., Badinger, J., Moriz, N., &#38; Niggemann, O. (2013). Design of
    Industrial Automation Systems - Formal Requirements in the Engineering Process.
    In <i>18thIEEE International Conference on Emerging Technologies and Factory Automation
    (ETFA)</i>. Cagliari, Italy.
  bjps: <b>Böttcher B <i>et al.</i></b> (2013) Design of Industrial Automation Systems
    - Formal Requirements in the Engineering Process. <i>18thIEEE International Conference
    on Emerging Technologies and Factory Automation (ETFA)</i>. Cagliari, Italy.
  chicago: Böttcher, Björn, Johann Badinger, Natalia Moriz, and Oliver Niggemann.
    “Design of Industrial Automation Systems - Formal Requirements in the Engineering
    Process.” In <i>18thIEEE International Conference on Emerging Technologies and
    Factory Automation (ETFA)</i>. Cagliari, Italy, 2013.
  chicago-de: 'Böttcher, Björn, Johann Badinger, Natalia Moriz und Oliver Niggemann.
    2013. Design of Industrial Automation Systems - Formal Requirements in the Engineering
    Process. In: <i>18thIEEE International Conference on Emerging Technologies and
    Factory Automation (ETFA)</i>. Cagliari, Italy.'
  din1505-2-1: '<span style="font-variant:small-caps;">Böttcher, Björn</span> ; <span
    style="font-variant:small-caps;">Badinger, Johann</span> ; <span style="font-variant:small-caps;">Moriz,
    Natalia</span> ; <span style="font-variant:small-caps;">Niggemann, Oliver</span>:
    Design of Industrial Automation Systems - Formal Requirements in the Engineering
    Process. In: <i>18thIEEE International Conference on Emerging Technologies and
    Factory Automation (ETFA)</i>. Cagliari, Italy, 2013'
  havard: 'B. Böttcher, J. Badinger, N. Moriz, O. Niggemann, Design of Industrial
    Automation Systems - Formal Requirements in the Engineering Process, in: 18thIEEE
    International Conference on Emerging Technologies and Factory Automation (ETFA),
    Cagliari, Italy, 2013.'
  ieee: B. Böttcher, J. Badinger, N. Moriz, and O. Niggemann, “Design of Industrial
    Automation Systems - Formal Requirements in the Engineering Process,” in <i>18thIEEE
    International Conference on Emerging Technologies and Factory Automation (ETFA)</i>,
    2013.
  mla: Böttcher, Björn, et al. “Design of Industrial Automation Systems - Formal Requirements
    in the Engineering Process.” <i>18thIEEE International Conference on Emerging
    Technologies and Factory Automation (ETFA)</i>, 2013.
  short: 'B. Böttcher, J. Badinger, N. Moriz, O. Niggemann, in: 18thIEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA), Cagliari, Italy,
    2013.'
  ufg: '<b>Böttcher, Björn et. al. (2013)</b>: Design of Industrial Automation Systems
    - Formal Requirements in the Engineering Process, in: <i>18thIEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA)</i>, Cagliari,
    Italy.'
  van: 'Böttcher B, Badinger J, Moriz N, Niggemann O. Design of Industrial Automation
    Systems - Formal Requirements in the Engineering Process. In: 18thIEEE International
    Conference on Emerging Technologies and Factory Automation (ETFA). Cagliari, Italy;
    2013.'
date_created: 2021-02-02T09:13:41Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
place: Cagliari, Italy
publication: 18thIEEE International Conference on Emerging Technologies and Factory
  Automation (ETFA)
status: public
title: Design of Industrial Automation Systems - Formal Requirements in the Engineering
  Process
type: conference
user_id: '68554'
year: 2013
...
---
_id: '4806'
author:
- first_name: Nikolai
  full_name: Schetinin, Nikolai
  last_name: Schetinin
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Barath
  full_name: Kumar, Barath
  last_name: Kumar
- first_name: Sebastian
  full_name: Faltinski, Sebastian
  last_name: Faltinski
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
- first_name: Alexander
  full_name: Maier, Alexander
  id: '11158'
  last_name: Maier
citation:
  ama: 'Schetinin N, Moriz N, Kumar B, Faltinski S, Niggemann O, Maier A. Why do verification
    approaches in automation rarely use HIL-test? In: <i>International Conference
    on Industrial Technology (ICIT) 25.-27. February 2013, Cape Town, South Africa,
    </i>. ; 2013.'
  apa: Schetinin, N., Moriz, N., Kumar, B., Faltinski, S., Niggemann, O., &#38; Maier,
    A. (2013). Why do verification approaches in automation rarely use HIL-test? In
    <i>International Conference on Industrial Technology (ICIT) 25.-27. February 2013,
    Cape Town, South Africa, </i>.
  bjps: <b>Schetinin N <i>et al.</i></b> (2013) Why Do Verification Approaches in
    Automation Rarely Use HIL-Test? <i>International Conference on Industrial Technology
    (ICIT) 25.-27. February 2013, Cape Town, South Africa, </i>.
  chicago: Schetinin, Nikolai, Natalia Moriz, Barath Kumar, Sebastian Faltinski, Oliver
    Niggemann, and Alexander Maier. “Why Do Verification Approaches in Automation
    Rarely Use HIL-Test?” In <i>International Conference on Industrial Technology
    (ICIT) 25.-27. February 2013, Cape Town, South Africa, </i>, 2013.
  chicago-de: 'Schetinin, Nikolai, Natalia Moriz, Barath Kumar, Sebastian Faltinski,
    Oliver Niggemann und Alexander Maier. 2013. Why do verification approaches in
    automation rarely use HIL-test? In: <i>International Conference on Industrial
    Technology (ICIT) 25.-27. February 2013, Cape Town, South Africa, </i>.'
  din1505-2-1: '<span style="font-variant:small-caps;">Schetinin, Nikolai</span> ;
    <span style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Kumar,
    Barath</span> ; <span style="font-variant:small-caps;">Faltinski, Sebastian</span>
    ; <span style="font-variant:small-caps;">Niggemann, Oliver</span> ; <span style="font-variant:small-caps;">Maier,
    Alexander</span>: Why do verification approaches in automation rarely use HIL-test?
    In: <i>International Conference on Industrial Technology (ICIT) 25.-27. February
    2013, Cape Town, South Africa, </i>, 2013'
  havard: 'N. Schetinin, N. Moriz, B. Kumar, S. Faltinski, O. Niggemann, A. Maier,
    Why do verification approaches in automation rarely use HIL-test?, in: International
    Conference on Industrial Technology (ICIT) 25.-27. February 2013, Cape Town, South
    Africa, , 2013.'
  ieee: N. Schetinin, N. Moriz, B. Kumar, S. Faltinski, O. Niggemann, and A. Maier,
    “Why do verification approaches in automation rarely use HIL-test?,” in <i>International
    Conference on Industrial Technology (ICIT) 25.-27. February 2013, Cape Town, South
    Africa, </i>, 2013.
  mla: Schetinin, Nikolai, et al. “Why Do Verification Approaches in Automation Rarely
    Use HIL-Test?” <i>International Conference on Industrial Technology (ICIT) 25.-27.
    February 2013, Cape Town, South Africa, </i>, 2013.
  short: 'N. Schetinin, N. Moriz, B. Kumar, S. Faltinski, O. Niggemann, A. Maier,
    in: International Conference on Industrial Technology (ICIT) 25.-27. February
    2013, Cape Town, South Africa, , 2013.'
  ufg: '<b>Schetinin, Nikolai et. al. (2013)</b>: Why do verification approaches in
    automation rarely use HIL-test?, in: <i>International Conference on Industrial
    Technology (ICIT) 25.-27. February 2013, Cape Town, South Africa, </i>.'
  van: 'Schetinin N, Moriz N, Kumar B, Faltinski S, Niggemann O, Maier A. Why do verification
    approaches in automation rarely use HIL-test? In: International Conference on
    Industrial Technology (ICIT) 25-27 February 2013, Cape Town, South Africa, . 2013.'
date_created: 2021-02-02T09:14:39Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
publication: 'International Conference on Industrial Technology (ICIT) 25.-27. February
  2013, Cape Town, South Africa, '
status: public
title: Why do verification approaches in automation rarely use HIL-test?
type: conference
user_id: '68554'
year: 2013
...
---
_id: '4807'
author:
- first_name: Sebastian
  full_name: Faltinski, Sebastian
  last_name: Faltinski
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Nikolai
  full_name: Schetinin, Nikolai
  last_name: Schetinin
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
citation:
  ama: 'Faltinski S, Moriz N, Schetinin N, Niggemann O. AutomationML als Grundlage
    für einen durchgängigen Modellierung-, Simulations- und Integrationsprozess in
    der Anlageplanung. . In: <i>AUTOMATION 2012</i>. Baden Baden; 2012.'
  apa: Faltinski, S., Moriz, N., Schetinin, N., &#38; Niggemann, O. (2012). AutomationML
    als Grundlage für einen durchgängigen Modellierung-, Simulations- und Integrationsprozess
    in der Anlageplanung. . In <i>AUTOMATION 2012</i>. Baden Baden.
  bjps: <b>Faltinski S <i>et al.</i></b> (2012) AutomationML Als Grundlage Für Einen
    Durchgängigen Modellierung-, Simulations- Und Integrationsprozess in Der Anlageplanung.
    . <i>AUTOMATION 2012</i>. Baden Baden.
  chicago: Faltinski, Sebastian, Natalia Moriz, Nikolai Schetinin, and Oliver Niggemann.
    “AutomationML Als Grundlage Für Einen Durchgängigen Modellierung-, Simulations-
    Und Integrationsprozess in Der Anlageplanung. .” In <i>AUTOMATION 2012</i>. Baden
    Baden, 2012.
  chicago-de: 'Faltinski, Sebastian, Natalia Moriz, Nikolai Schetinin und Oliver Niggemann.
    2012. AutomationML als Grundlage für einen durchgängigen Modellierung-, Simulations-
    und Integrationsprozess in der Anlageplanung. . In: <i>AUTOMATION 2012</i>. Baden
    Baden.'
  din1505-2-1: '<span style="font-variant:small-caps;">Faltinski, Sebastian</span>
    ; <span style="font-variant:small-caps;">Moriz, Natalia</span> ; <span style="font-variant:small-caps;">Schetinin,
    Nikolai</span> ; <span style="font-variant:small-caps;">Niggemann, Oliver</span>:
    AutomationML als Grundlage für einen durchgängigen Modellierung-, Simulations-
    und Integrationsprozess in der Anlageplanung. . In: <i>AUTOMATION 2012</i>. Baden
    Baden, 2012'
  havard: 'S. Faltinski, N. Moriz, N. Schetinin, O. Niggemann, AutomationML als Grundlage
    für einen durchgängigen Modellierung-, Simulations- und Integrationsprozess in
    der Anlageplanung. , in: AUTOMATION 2012, Baden Baden, 2012.'
  ieee: S. Faltinski, N. Moriz, N. Schetinin, and O. Niggemann, “AutomationML als
    Grundlage für einen durchgängigen Modellierung-, Simulations- und Integrationsprozess
    in der Anlageplanung. ,” in <i>AUTOMATION 2012</i>, 2012.
  mla: Faltinski, Sebastian, et al. “AutomationML Als Grundlage Für Einen Durchgängigen
    Modellierung-, Simulations- Und Integrationsprozess in Der Anlageplanung. .” <i>AUTOMATION
    2012</i>, 2012.
  short: 'S. Faltinski, N. Moriz, N. Schetinin, O. Niggemann, in: AUTOMATION 2012,
    Baden Baden, 2012.'
  ufg: '<b>Faltinski, Sebastian et. al. (2012)</b>: AutomationML als Grundlage für
    einen durchgängigen Modellierung-, Simulations- und Integrationsprozess in der
    Anlageplanung. , in: <i>AUTOMATION 2012</i>, Baden Baden.'
  van: 'Faltinski S, Moriz N, Schetinin N, Niggemann O. AutomationML als Grundlage
    für einen durchgängigen Modellierung-, Simulations- und Integrationsprozess in
    der Anlageplanung. . In: AUTOMATION 2012. Baden Baden; 2012.'
date_created: 2021-02-02T09:15:47Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
place: Baden Baden
publication: AUTOMATION 2012
status: public
title: 'AutomationML als Grundlage für einen durchgängigen Modellierung-, Simulations-
  und Integrationsprozess in der Anlageplanung. '
type: conference
user_id: '68554'
year: 2012
...
---
_id: '4808'
author:
- first_name: Sebastian
  full_name: Faltinski, Sebastian
  last_name: Faltinski
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Andre
  full_name: Mankowski, Andre
  id: '51482'
  last_name: Mankowski
citation:
  ama: 'Faltinski S, Niggemann O, Moriz N, Mankowski A. AutomationML: From Data Exchange
    to System Planning and Simulation. In: <i>2012 IEEE International Conference on
    Industrial Technology (ICIT)</i>. Athen, Griechenland; 2012.'
  apa: 'Faltinski, S., Niggemann, O., Moriz, N., &#38; Mankowski, A. (2012). AutomationML:
    From Data Exchange to System Planning and Simulation. In <i>2012 IEEE International
    Conference on Industrial Technology (ICIT)</i>. Athen, Griechenland.'
  bjps: '<b>Faltinski S <i>et al.</i></b> (2012) AutomationML: From Data Exchange
    to System Planning and Simulation. <i>2012 IEEE International Conference on Industrial
    Technology (ICIT)</i>. Athen, Griechenland.'
  chicago: 'Faltinski, Sebastian, Oliver Niggemann, Natalia Moriz, and Andre Mankowski.
    “AutomationML: From Data Exchange to System Planning and Simulation.” In <i>2012
    IEEE International Conference on Industrial Technology (ICIT)</i>. Athen, Griechenland,
    2012.'
  chicago-de: 'Faltinski, Sebastian, Oliver Niggemann, Natalia Moriz und Andre Mankowski.
    2012. AutomationML: From Data Exchange to System Planning and Simulation. In:
    <i>2012 IEEE International Conference on Industrial Technology (ICIT)</i>. Athen,
    Griechenland.'
  din1505-2-1: '<span style="font-variant:small-caps;">Faltinski, Sebastian</span>
    ; <span style="font-variant:small-caps;">Niggemann, Oliver</span> ; <span style="font-variant:small-caps;">Moriz,
    Natalia</span> ; <span style="font-variant:small-caps;">Mankowski, Andre</span>:
    AutomationML: From Data Exchange to System Planning and Simulation. In: <i>2012
    IEEE International Conference on Industrial Technology (ICIT)</i>. Athen, Griechenland,
    2012'
  havard: 'S. Faltinski, O. Niggemann, N. Moriz, A. Mankowski, AutomationML: From
    Data Exchange to System Planning and Simulation, in: 2012 IEEE International Conference
    on Industrial Technology (ICIT), Athen, Griechenland, 2012.'
  ieee: 'S. Faltinski, O. Niggemann, N. Moriz, and A. Mankowski, “AutomationML: From
    Data Exchange to System Planning and Simulation,” in <i>2012 IEEE International
    Conference on Industrial Technology (ICIT)</i>, 2012.'
  mla: 'Faltinski, Sebastian, et al. “AutomationML: From Data Exchange to System Planning
    and Simulation.” <i>2012 IEEE International Conference on Industrial Technology
    (ICIT)</i>, 2012.'
  short: 'S. Faltinski, O. Niggemann, N. Moriz, A. Mankowski, in: 2012 IEEE International
    Conference on Industrial Technology (ICIT), Athen, Griechenland, 2012.'
  ufg: '<b>Faltinski, Sebastian et. al. (2012)</b>: AutomationML: From Data Exchange
    to System Planning and Simulation, in: <i>2012 IEEE International Conference on
    Industrial Technology (ICIT)</i>, Athen, Griechenland.'
  van: 'Faltinski S, Niggemann O, Moriz N, Mankowski A. AutomationML: From Data Exchange
    to System Planning and Simulation. In: 2012 IEEE International Conference on Industrial
    Technology (ICIT). Athen, Griechenland; 2012.'
date_created: 2021-02-02T09:16:51Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
place: Athen, Griechenland
publication: 2012 IEEE International Conference on Industrial Technology (ICIT)
status: public
title: 'AutomationML: From Data Exchange to System Planning and Simulation'
type: conference
user_id: '68554'
year: 2012
...
---
_id: '4809'
author:
- first_name: Olaf
  full_name: Gräser, Olaf
  last_name: Gräser
- first_name: Barath
  full_name: Kumar, Barath
  last_name: Kumar
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Alexander
  full_name: Maier, Alexander
  id: '11158'
  last_name: Maier
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
citation:
  ama: 'Gräser O, Kumar B, Moriz N, Maier A, Niggemann O. AutomationML as a Basis
    for Offline- and Realtime-Simulation. In: ; 2011.'
  apa: Gräser, O., Kumar, B., Moriz, N., Maier, A., &#38; Niggemann, O. (2011). AutomationML
    as a Basis for Offline- and Realtime-Simulation.
  bjps: <b>Gräser O <i>et al.</i></b> (2011) AutomationML as a Basis for Offline-
    and Realtime-Simulation.
  chicago: Gräser, Olaf, Barath Kumar, Natalia Moriz, Alexander Maier, and Oliver
    Niggemann. “AutomationML as a Basis for Offline- and Realtime-Simulation,” 2011.
  chicago-de: 'Gräser, Olaf, Barath Kumar, Natalia Moriz, Alexander Maier und Oliver
    Niggemann. 2011. AutomationML as a Basis for Offline- and Realtime-Simulation.
    In: .'
  din1505-2-1: '<span style="font-variant:small-caps;">Gräser, Olaf</span> ; <span
    style="font-variant:small-caps;">Kumar, Barath</span> ; <span style="font-variant:small-caps;">Moriz,
    Natalia</span> ; <span style="font-variant:small-caps;">Maier, Alexander</span>
    ; <span style="font-variant:small-caps;">Niggemann, Oliver</span>: AutomationML
    as a Basis for Offline- and Realtime-Simulation. In: , 2011'
  havard: 'O. Gräser, B. Kumar, N. Moriz, A. Maier, O. Niggemann, AutomationML as
    a Basis for Offline- and Realtime-Simulation, in: 2011.'
  ieee: O. Gräser, B. Kumar, N. Moriz, A. Maier, and O. Niggemann, “AutomationML as
    a Basis for Offline- and Realtime-Simulation,” 2011.
  mla: Gräser, Olaf, et al. <i>AutomationML as a Basis for Offline- and Realtime-Simulation</i>.
    2011.
  short: 'O. Gräser, B. Kumar, N. Moriz, A. Maier, O. Niggemann, in: 2011.'
  ufg: '<b>Gräser, Olaf et. al. (2011)</b>: AutomationML as a Basis for Offline- and
    Realtime-Simulation, in: .'
  van: Gräser O, Kumar B, Moriz N, Maier A, Niggemann O. AutomationML as a Basis for
    Offline- and Realtime-Simulation. In 2011.
date_created: 2021-02-02T09:18:06Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
status: public
title: AutomationML as a Basis for Offline- and Realtime-Simulation
type: conference
user_id: '68554'
year: 2011
...
---
_id: '4810'
author:
- first_name: Natalia
  full_name: Moriz, Natalia
  id: '44238'
  last_name: Moriz
- first_name: Sebastian
  full_name: Faltinski, Sebastian
  last_name: Faltinski
- first_name: Olaf
  full_name: Gräser, Olaf
  last_name: Gräser
- first_name: Oliver
  full_name: Niggemann, Oliver
  id: '10876'
  last_name: Niggemann
- first_name: Mike
  full_name: Barth, Mike
  last_name: Barth
- first_name: Alexander
  full_name: Fay, Alexander
  last_name: Fay
citation:
  ama: 'Moriz N, Faltinski S, Gräser O, Niggemann O, Barth M, Fay A. Integration und
    Anwendung von objektorientierten Simulationsmodellen in AutomationML. In: <i>VDI
    Kongress AUTOMATION 2011 </i>. Baden Baden; 2011.'
  apa: Moriz, N., Faltinski, S., Gräser, O., Niggemann, O., Barth, M., &#38; Fay,
    A. (2011). Integration und Anwendung von objektorientierten Simulationsmodellen
    in AutomationML. In <i>VDI Kongress AUTOMATION 2011 </i>. Baden Baden.
  bjps: <b>Moriz N <i>et al.</i></b> (2011) Integration Und Anwendung von Objektorientierten
    Simulationsmodellen in AutomationML. <i>VDI Kongress AUTOMATION 2011 </i>. Baden
    Baden.
  chicago: Moriz, Natalia, Sebastian Faltinski, Olaf Gräser, Oliver Niggemann, Mike
    Barth, and Alexander Fay. “Integration Und Anwendung von Objektorientierten Simulationsmodellen
    in AutomationML.” In <i>VDI Kongress AUTOMATION 2011 </i>. Baden Baden, 2011.
  chicago-de: 'Moriz, Natalia, Sebastian Faltinski, Olaf Gräser, Oliver Niggemann,
    Mike Barth und Alexander Fay. 2011. Integration und Anwendung von objektorientierten
    Simulationsmodellen in AutomationML. In: <i>VDI Kongress AUTOMATION 2011 </i>.
    Baden Baden.'
  din1505-2-1: '<span style="font-variant:small-caps;">Moriz, Natalia</span> ; <span
    style="font-variant:small-caps;">Faltinski, Sebastian</span> ; <span style="font-variant:small-caps;">Gräser,
    Olaf</span> ; <span style="font-variant:small-caps;">Niggemann, Oliver</span>
    ; <span style="font-variant:small-caps;">Barth, Mike</span> ; <span style="font-variant:small-caps;">Fay,
    Alexander</span>: Integration und Anwendung von objektorientierten Simulationsmodellen
    in AutomationML. In: <i>VDI Kongress AUTOMATION 2011 </i> : Baden Baden, 2011'
  havard: 'N. Moriz, S. Faltinski, O. Gräser, O. Niggemann, M. Barth, A. Fay, Integration
    und Anwendung von objektorientierten Simulationsmodellen in AutomationML, in:
    VDI Kongress AUTOMATION 2011 , Baden Baden, 2011.'
  ieee: N. Moriz, S. Faltinski, O. Gräser, O. Niggemann, M. Barth, and A. Fay, “Integration
    und Anwendung von objektorientierten Simulationsmodellen in AutomationML,” in
    <i>VDI Kongress AUTOMATION 2011 </i>, 2011.
  mla: Moriz, Natalia, et al. “Integration Und Anwendung von Objektorientierten Simulationsmodellen
    in AutomationML.” <i>VDI Kongress AUTOMATION 2011 </i>, Baden Baden, 2011.
  short: 'N. Moriz, S. Faltinski, O. Gräser, O. Niggemann, M. Barth, A. Fay, in: VDI
    Kongress AUTOMATION 2011 , Baden Baden, 2011.'
  ufg: '<b>Moriz, Natalia et. al. (2011)</b>: Integration und Anwendung von objektorientierten
    Simulationsmodellen in AutomationML, in: <i>VDI Kongress AUTOMATION 2011 </i>.'
  van: 'Moriz N, Faltinski S, Gräser O, Niggemann O, Barth M, Fay A. Integration und
    Anwendung von objektorientierten Simulationsmodellen in AutomationML. In: VDI
    Kongress AUTOMATION 2011 . Baden Baden; 2011.'
date_created: 2021-02-02T09:19:23Z
date_updated: 2023-03-15T13:49:55Z
department:
- _id: DEP5023
language:
- iso: eng
publication: 'VDI Kongress AUTOMATION 2011 '
publisher: Baden Baden
status: public
title: Integration und Anwendung von objektorientierten Simulationsmodellen in AutomationML
type: conference
user_id: '68554'
year: 2011
...
