---
_id: '12207'
abstract:
- lang: eng
  text: Lakes represent a vital source of freshwater, accounting for 87% of the Earth’s
    accessible surface freshwater resources and providing a range of ecosystem services,
    including water for human consumption. As climate change continues to unfold,
    understanding the potential evaporative water losses from lakes becomes crucial
    for effective water management strategies. Here we investigate the impacts of
    climate change on the evaporation rates of 23 European lakes and reservoirs of
    varying size during the warm season (July–September). To assess the evaporation
    trends, we employ a 12-member ensemble of model projections, utilizing three one-dimensional
    process-based lake models. These lake models were driven by bias-corrected climate
    simulations from four General Circulation Models (GCMs), considering both a historical
    (1970–2005) and future (2006–2099) period. Our findings reveal a consistent projection
    of increased warm-season evaporation across all lakes this century, though the
    magnitude varies depending on specific factors. By the end of this century (2070–2099),
    we estimate a 21%, 30% and 42% average increase in evaporation rates in the studied
    European lakes under RCP (Representative Concentration Pathway) 2.6, 6.0 and 8.5,
    respectively. Moreover, future projections of the relationship between precipitation
    (P) and evaporation (E) in the studied lakes, suggest that P-E will decrease this
    century, likely leading to a deficit in the availability of surface water. The
    projected increases in evaporation rates underscore the significance of adapting
    strategic management approaches for European lakes to cope with the far-reaching
    consequences of climate change.
article_number: '173'
author:
- first_name: Sofia
  full_name: La Fuente, Sofia
  last_name: La Fuente
- first_name: Eleanor
  full_name: Jennings, Eleanor
  last_name: Jennings
- first_name: John D.
  full_name: Lenters, John D.
  last_name: Lenters
- first_name: Piet
  full_name: Verburg, Piet
  last_name: Verburg
- first_name: Georgiy
  full_name: Kirillin, Georgiy
  last_name: Kirillin
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
- first_name: Raoul-Marie
  full_name: Couture, Raoul-Marie
  last_name: Couture
- first_name: Marianne
  full_name: Côté, Marianne
  last_name: Côté
- first_name: C. Love Råman
  full_name: Vinnå, C. Love Råman
  last_name: Vinnå
- first_name: R. Iestyn
  full_name: Woolway, R. Iestyn
  last_name: Woolway
citation:
  ama: La Fuente S, Jennings E, Lenters JD, et al. Increasing warm-season evaporation
    rates across European lakes under climate change. <i>Climatic Change</i>. 2024;177(12).
    doi:<a href="https://doi.org/10.1007/s10584-024-03830-2">10.1007/s10584-024-03830-2</a>
  apa: La Fuente, S., Jennings, E., Lenters, J. D., Verburg, P., Kirillin, G., Shatwell,
    T., Couture, R.-M., Côté, M., Vinnå, C. L. R., &#38; Woolway, R. I. (2024). Increasing
    warm-season evaporation rates across European lakes under climate change. <i>Climatic
    Change</i>, <i>177</i>(12), Article 173. <a href="https://doi.org/10.1007/s10584-024-03830-2">https://doi.org/10.1007/s10584-024-03830-2</a>
  bjps: <b>La Fuente S <i>et al.</i></b> (2024) Increasing Warm-Season Evaporation
    Rates across European Lakes under Climate Change. <i>Climatic Change</i> <b>177</b>.
  chicago: La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy
    Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå,
    and R. Iestyn Woolway. “Increasing Warm-Season Evaporation Rates across European
    Lakes under Climate Change.” <i>Climatic Change</i> 177, no. 12 (2024). <a href="https://doi.org/10.1007/s10584-024-03830-2">https://doi.org/10.1007/s10584-024-03830-2</a>.
  chicago-de: La Fuente, Sofia, Eleanor Jennings, John D. Lenters, Piet Verburg, Georgiy
    Kirillin, Tom Shatwell, Raoul-Marie Couture, Marianne Côté, C. Love Råman Vinnå
    und R. Iestyn Woolway. 2024. Increasing warm-season evaporation rates across European
    lakes under climate change. <i>Climatic Change</i> 177, Nr. 12. doi:<a href="https://doi.org/10.1007/s10584-024-03830-2">10.1007/s10584-024-03830-2</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">La
    Fuente, Sofia</span> ; <span style="font-variant:small-caps;">Jennings, Eleanor</span>
    ; <span style="font-variant:small-caps;">Lenters, John D.</span> ; <span style="font-variant:small-caps;">Verburg,
    Piet</span> ; <span style="font-variant:small-caps;">Kirillin, Georgiy</span>
    ; <span style="font-variant:small-caps;">Shatwell, Tom</span> ; <span style="font-variant:small-caps;">Couture,
    Raoul-Marie</span> ; <span style="font-variant:small-caps;">Côté, Marianne</span>
    ; u. a.</span>: Increasing warm-season evaporation rates across European lakes
    under climate change. In: <i>Climatic Change</i> Bd. 177. Dordrecht [u.a.] , Springer
    (2024), Nr. 12'
  havard: S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell,
    R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Increasing warm-season evaporation
    rates across European lakes under climate change, Climatic Change. 177 (2024).
  ieee: 'S. La Fuente <i>et al.</i>, “Increasing warm-season evaporation rates across
    European lakes under climate change,” <i>Climatic Change</i>, vol. 177, no. 12,
    Art. no. 173, 2024, doi: <a href="https://doi.org/10.1007/s10584-024-03830-2">10.1007/s10584-024-03830-2</a>.'
  mla: La Fuente, Sofia, et al. “Increasing Warm-Season Evaporation Rates across European
    Lakes under Climate Change.” <i>Climatic Change</i>, vol. 177, no. 12, 173, 2024,
    <a href="https://doi.org/10.1007/s10584-024-03830-2">https://doi.org/10.1007/s10584-024-03830-2</a>.
  short: S. La Fuente, E. Jennings, J.D. Lenters, P. Verburg, G. Kirillin, T. Shatwell,
    R.-M. Couture, M. Côté, C.L.R. Vinnå, R.I. Woolway, Climatic Change 177 (2024).
  ufg: '<b>La Fuente, Sofia u. a.</b>: Increasing warm-season evaporation rates across
    European lakes under climate change, in: <i>Climatic Change</i> 177 (2024), H.
    12.'
  van: La Fuente S, Jennings E, Lenters JD, Verburg P, Kirillin G, Shatwell T, et
    al. Increasing warm-season evaporation rates across European lakes under climate
    change. Climatic Change. 2024;177(12).
date_created: 2024-12-08T18:51:13Z
date_updated: 2025-06-25T13:08:30Z
department:
- _id: DEP8022
doi: 10.1007/s10584-024-03830-2
external_id:
  isi:
  - '001365861900001'
intvolume: '       177'
isi: '1'
issue: '12'
keyword:
- Multi-model
- Water availability
- Europe
- Ensemble
- Lake evaporation
- Latent heat flux
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://doi.org/10.1007/s10584-024-03830-2
oa: '1'
place: 'Dordrecht [u.a.] '
publication: Climatic Change
publication_identifier:
  eissn:
  - 1573-1480
  issn:
  - 0165-0009
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: Increasing warm-season evaporation rates across European lakes under climate
  change
type: scientific_journal_article
user_id: '83781'
volume: 177
year: '2024'
...
---
_id: '12855'
abstract:
- lang: eng
  text: Global warming is shifting the thermal dynamics of lakes, with resulting climatic
    variability heavily affecting their mixing dynamics. We present a dual ensemble
    workflow coupling climate models with lake models. We used a large set of simulations
    across multiple domains, multi‐scenario, and multi GCM‐ RCM combinations from
    CORDEX data. We forced a set of multiple hydrodynamic lake models by these multiple
    climate simulations to explore climate change impacts on lakes. We also quantified
    the contributions from the different models to the overall uncertainty. We employed
    this workflow to investigate the effects of climate change on Lake Sevan (Armenia).
    We predicted for the end of the 21st century, under RCP 8.5, a sharp increase
    in surface temperature  and substantial bottom warming , longer stratification
    periods (+55 days) and disappearance of ice cover leading to a shift in mixing
    regime. Increased insufficient cooling during warmer winters points to the vulnerability
    of Lake Sevan to climate change. Our workflow leverages the strengths of multiple
    models at several levels of the model chain to provide a more robust projection
    and at the same time a better uncertainty estimate that accounts for the contributions
    of the different model levels to overall uncertainty. Although for specific variables,
    for example, summer bottom temperature, single lake models may perform better,
    the full ensemble provides a robust estimate of thermal dynamics that has a high
    transferability so that our workflow can be a blueprint for climate impact studies
    in other systems.
author:
- first_name: Muhammed
  full_name: Shikhani, Muhammed
  last_name: Shikhani
- first_name: Johannes
  full_name: Feldbauer, Johannes
  last_name: Feldbauer
- first_name: Robert
  full_name: Ladwig, Robert
  last_name: Ladwig
- first_name: Daniel
  full_name: Mercado‐Bettín, Daniel
  last_name: Mercado‐Bettín
- first_name: Tadhg N.
  full_name: Moore, Tadhg N.
  last_name: Moore
- first_name: Artur
  full_name: Gevorgyan, Artur
  last_name: Gevorgyan
- first_name: Amalya
  full_name: Misakyan, Amalya
  last_name: Misakyan
- first_name: Chenxi
  full_name: Mi, Chenxi
  last_name: Mi
- first_name: Martin
  full_name: Schultze, Martin
  last_name: Schultze
- first_name: Bertram
  full_name: Boehrer, Bertram
  last_name: Boehrer
- first_name: Tom
  full_name: Shatwell, Tom
  id: '86424'
  last_name: Shatwell
  orcid: 0000-0002-4520-7916
- first_name: Klemens
  full_name: Barfus, Klemens
  last_name: Barfus
- first_name: Karsten
  full_name: Rinke, Karsten
  last_name: Rinke
citation:
  ama: 'Shikhani M, Feldbauer J, Ladwig R, et al. Combining a Multi‐Lake Model Ensemble
    and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts
    on Lake Sevan. <i>Water resources research : an AGU journal</i>. 2024;60(11).
    doi:<a href="https://doi.org/10.1029/2023wr036511">10.1029/2023wr036511</a>'
  apa: 'Shikhani, M., Feldbauer, J., Ladwig, R., Mercado‐Bettín, D., Moore, T. N.,
    Gevorgyan, A., Misakyan, A., Mi, C., Schultze, M., Boehrer, B., Shatwell, T.,
    Barfus, K., &#38; Rinke, K. (2024). Combining a Multi‐Lake Model Ensemble and
    a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts
    on Lake Sevan. <i>Water Resources Research : An AGU Journal</i>, <i>60</i>(11).
    <a href="https://doi.org/10.1029/2023wr036511">https://doi.org/10.1029/2023wr036511</a>'
  bjps: '<b>Shikhani M <i>et al.</i></b> (2024) Combining a Multi‐Lake Model Ensemble
    and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts
    on Lake Sevan. <i>Water resources research : an AGU journal</i> <b>60</b>.'
  chicago: 'Shikhani, Muhammed, Johannes Feldbauer, Robert Ladwig, Daniel Mercado‐Bettín,
    Tadhg N. Moore, Artur Gevorgyan, Amalya Misakyan, et al. “Combining a Multi‐Lake
    Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate
    Change Impacts on Lake Sevan.” <i>Water Resources Research : An AGU Journal</i>
    60, no. 11 (2024). <a href="https://doi.org/10.1029/2023wr036511">https://doi.org/10.1029/2023wr036511</a>.'
  chicago-de: 'Shikhani, Muhammed, Johannes Feldbauer, Robert Ladwig, Daniel Mercado‐Bettín,
    Tadhg N. Moore, Artur Gevorgyan, Amalya Misakyan, u. a. 2024. Combining a Multi‐Lake
    Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate
    Change Impacts on Lake Sevan. <i>Water resources research : an AGU journal</i>
    60, Nr. 11. doi:<a href="https://doi.org/10.1029/2023wr036511">10.1029/2023wr036511</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Shikhani,
    Muhammed</span> ; <span style="font-variant:small-caps;">Feldbauer, Johannes</span>
    ; <span style="font-variant:small-caps;">Ladwig, Robert</span> ; <span style="font-variant:small-caps;">Mercado‐Bettín,
    Daniel</span> ; <span style="font-variant:small-caps;">Moore, Tadhg N.</span>
    ; <span style="font-variant:small-caps;">Gevorgyan, Artur</span> ; <span style="font-variant:small-caps;">Misakyan,
    Amalya</span> ; <span style="font-variant:small-caps;">Mi, Chenxi</span> ; u. a.</span>:
    Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data Ensemble
    for Assessing Climate Change Impacts on Lake Sevan. In: <i>Water resources research :
    an AGU journal</i> Bd. 60. New York, NY, American Geophysical Union (AGU) (2024),
    Nr. 11'
  havard: 'M. Shikhani, J. Feldbauer, R. Ladwig, D. Mercado‐Bettín, T.N. Moore, A.
    Gevorgyan, A. Misakyan, C. Mi, M. Schultze, B. Boehrer, T. Shatwell, K. Barfus,
    K. Rinke, Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate
    Data Ensemble for Assessing Climate Change Impacts on Lake Sevan, Water Resources
    Research : An AGU Journal. 60 (2024).'
  ieee: 'M. Shikhani <i>et al.</i>, “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain
    CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan,”
    <i>Water resources research : an AGU journal</i>, vol. 60, no. 11, 2024, doi:
    <a href="https://doi.org/10.1029/2023wr036511">10.1029/2023wr036511</a>.'
  mla: 'Shikhani, Muhammed, et al. “Combining a Multi‐Lake Model Ensemble and a Multi‐Domain
    CORDEX Climate Data Ensemble for Assessing Climate Change Impacts on Lake Sevan.”
    <i>Water Resources Research : An AGU Journal</i>, vol. 60, no. 11, 2024, <a href="https://doi.org/10.1029/2023wr036511">https://doi.org/10.1029/2023wr036511</a>.'
  short: 'M. Shikhani, J. Feldbauer, R. Ladwig, D. Mercado‐Bettín, T.N. Moore, A.
    Gevorgyan, A. Misakyan, C. Mi, M. Schultze, B. Boehrer, T. Shatwell, K. Barfus,
    K. Rinke, Water Resources Research : An AGU Journal 60 (2024).'
  ufg: '<b>Shikhani, Muhammed u. a.</b>: Combining a Multi‐Lake Model Ensemble and
    a Multi‐Domain CORDEX Climate Data Ensemble for Assessing Climate Change Impacts
    on Lake Sevan, in: <i>Water resources research : an AGU journal</i> 60 (2024),
    H. 11.'
  van: 'Shikhani M, Feldbauer J, Ladwig R, Mercado‐Bettín D, Moore TN, Gevorgyan A,
    et al. Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate
    Data Ensemble for Assessing Climate Change Impacts on Lake Sevan. Water resources
    research : an AGU journal. 2024;60(11).'
date_created: 2025-04-24T06:41:06Z
date_updated: 2025-06-25T13:09:00Z
department:
- _id: DEP8000
- _id: DEP8022
doi: 10.1029/2023wr036511
external_id:
  isi:
  - '001370328800001'
  pmid:
  - '39582854'
intvolume: '        60'
isi: '1'
issue: '11'
keyword:
- multi model ensemble (MME)
- CORDEX
- LakeEnsemblR
- lake modeling
- climate change impacts
- variance decomposition
language:
- iso: eng
place: New York, NY
pmid: '1'
publication: 'Water resources research : an AGU journal'
publication_identifier:
  eissn:
  - 1944-7973
  issn:
  - 0043-1397
publication_status: published
publisher: American Geophysical Union (AGU)
quality_controlled: '1'
status: public
title: Combining a Multi‐Lake Model Ensemble and a Multi‐Domain CORDEX Climate Data
  Ensemble for Assessing Climate Change Impacts on Lake Sevan
type: scientific_journal_article
user_id: '83781'
volume: 60
year: '2024'
...
---
_id: '10015'
abstract:
- lang: ger
  text: Die operative Fertigungsplanung für die Produktions¬bereiche von Werkstätten
    für behinderte Menschen steht vor der Herausforderung, die Kompetenzen und die
    individuellen Verhaltensweisen der Personen mit Unterstützungsbedarf bei einer
    gleichzeitigen Erfüllung der wirtschaftlichen Vorgaben angemessen zu berücksichtigen.
    Der vorliegende Beitrag beschreibt daher einen simulationsgestützten Ansatz zur
    Entwicklung von Fertigungsplänen. Hierzu erfolgt eine Allokation von Aufgaben
    zu Personen mit Unterstützungsbedarf unter Berücksichtigung der Funktionen von
    Assistenzsystemen in der Fertigung sowie einer zu erreichenden Lernwirksamkeit
    einer Aufgabenbearbeitung. Der realisierte Algorithmus wird anhand eines Planungsproblems
    für die Zielgrößen Wirtschaftlichkeit und Lernförderlichkeit verifiziert.
author:
- first_name: Jan-Phillip
  full_name: Herrmann, Jan-Phillip
  id: '75846'
  last_name: Herrmann
- first_name: Sven
  full_name: Tackenberg, Sven
  id: '71470'
  last_name: Tackenberg
- first_name: Sönke
  full_name: Duckwitz, Sönke
  last_name: Duckwitz
citation:
  ama: Herrmann JP, Tackenberg S, Duckwitz S. <i>Konzept für die operative Fertigungsplanung
    unter Berücksichtigung der Kompetenzen von Personen mit Unterstützungsbedarf in
    Werkstätten für behinderte Menschen</i>. Vol 40. GfA-Press; 2023.
  apa: Herrmann, J.-P., Tackenberg, S., &#38; Duckwitz, S. (2023). Konzept für die
    operative Fertigungsplanung unter Berücksichtigung der Kompetenzen von Personen
    mit Unterstützungsbedarf in Werkstätten für behinderte Menschen. In <i>Nachhaltig
    Arbeiten und Lernen - Analyse und Gestaltung lernförderlicher und nachhaltiger
    Arbeitssysteme und Arbeits und Lernprozesse</i> (Vol. 40). GfA-Press.
  bjps: <b>Herrmann J-P, Tackenberg S and Duckwitz S</b> (2023) <i>Konzept für die
    operative Fertigungsplanung unter Berücksichtigung der Kompetenzen von Personen
    mit Unterstützungsbedarf in Werkstätten für behinderte Menschen</i>. GfA-Press.
  chicago: Herrmann, Jan-Phillip, Sven Tackenberg, and Sönke Duckwitz. <i>Konzept
    für die operative Fertigungsplanung unter Berücksichtigung der Kompetenzen von
    Personen mit Unterstützungsbedarf in Werkstätten für behinderte Menschen</i>.
    <i>Nachhaltig Arbeiten und Lernen - Analyse und Gestaltung lernförderlicher und
    nachhaltiger Arbeitssysteme und Arbeits und Lernprozesse</i>. Vol. 40. GfA-Press.
    GfA-Press, 2023.
  chicago-de: Herrmann, Jan-Phillip, Sven Tackenberg und Sönke Duckwitz. 2023. <i>Konzept
    für die operative Fertigungsplanung unter Berücksichtigung der Kompetenzen von
    Personen mit Unterstützungsbedarf in Werkstätten für behinderte Menschen</i>.
    <i>Nachhaltig Arbeiten und Lernen - Analyse und Gestaltung lernförderlicher und
    nachhaltiger Arbeitssysteme und Arbeits und Lernprozesse</i>. Bd. 40. GfA-Press.
    GfA-Press.
  din1505-2-1: '<span style="font-variant:small-caps;">Herrmann, Jan-Phillip</span>
    ; <span style="font-variant:small-caps;">Tackenberg, Sven</span> ; <span style="font-variant:small-caps;">Duckwitz,
    Sönke</span>: <i>Konzept für die operative Fertigungsplanung unter Berücksichtigung
    der Kompetenzen von Personen mit Unterstützungsbedarf in Werkstätten für behinderte
    Menschen</i>, <i>GfA-Press</i>. Bd. 40 : GfA-Press, 2023'
  havard: J.-P. Herrmann, S. Tackenberg, S. Duckwitz, Konzept für die operative Fertigungsplanung
    unter Berücksichtigung der Kompetenzen von Personen mit Unterstützungsbedarf in
    Werkstätten für behinderte Menschen, GfA-Press, 2023.
  ieee: J.-P. Herrmann, S. Tackenberg, and S. Duckwitz, <i>Konzept für die operative
    Fertigungsplanung unter Berücksichtigung der Kompetenzen von Personen mit Unterstützungsbedarf
    in Werkstätten für behinderte Menschen</i>, vol. 40. GfA-Press, 2023.
  mla: Herrmann, Jan-Phillip, et al. “Konzept für die operative Fertigungsplanung
    unter Berücksichtigung der Kompetenzen von Personen mit Unterstützungsbedarf in
    Werkstätten für behinderte Menschen.” <i>Nachhaltig Arbeiten und Lernen - Analyse
    und Gestaltung lernförderlicher und nachhaltiger Arbeitssysteme und Arbeits und
    Lernprozesse</i>, vol. 40, GfA-Press, 2023.
  short: J.-P. Herrmann, S. Tackenberg, S. Duckwitz, Konzept für die operative Fertigungsplanung
    unter Berücksichtigung der Kompetenzen von Personen mit Unterstützungsbedarf in
    Werkstätten für behinderte Menschen, GfA-Press, 2023.
  ufg: '<b>Herrmann, Jan-Phillip/Tackenberg, Sven/Duckwitz, Sönke</b>: Konzept für
    die operative Fertigungsplanung unter Berücksichtigung der Kompetenzen von Personen
    mit Unterstützungsbedarf in Werkstätten für behinderte Menschen, Bd. 40, o. O.
    2023 (GfA-Press).'
  van: Herrmann JP, Tackenberg S, Duckwitz S. Konzept für die operative Fertigungsplanung
    unter Berücksichtigung der Kompetenzen von Personen mit Unterstützungsbedarf in
    Werkstätten für behinderte Menschen. Nachhaltig Arbeiten und Lernen - Analyse
    und Gestaltung lernförderlicher und nachhaltiger Arbeitssysteme und Arbeits und
    Lernprozesse. GfA-Press; 2023. (GfA-Press; vol. 40).
conference:
  end_date: 2023-03-03
  location: Hannover
  name: 69. Arbeitswissenschaftlichen Kongresses
  start_date: 2023-03-01
date_created: 2023-06-26T11:30:06Z
date_updated: 2023-06-29T12:25:51Z
intvolume: '        40'
keyword:
- Werkstätten für behinderte Menschen
- Resource- constrained Project Scheduling Problem
- Aufgabenauswahl
- Simulation
language:
- iso: ger
popular_science: '1'
publication: Nachhaltig Arbeiten und Lernen - Analyse und Gestaltung lernförderlicher
  und nachhaltiger Arbeitssysteme und Arbeits und Lernprozesse
publication_identifier:
  isbn:
  - 978-3-936804-32-4
publication_status: published
publisher: GfA-Press
series_title: GfA-Press
status: public
title: Konzept für die operative Fertigungsplanung unter Berücksichtigung der Kompetenzen
  von Personen mit Unterstützungsbedarf in Werkstätten für behinderte Menschen
type: conference_editor_article
user_id: '15514'
volume: 40
year: '2023'
...
---
_id: '12785'
abstract:
- lang: eng
  text: Due to the demographic aging of society, the demand for skilled caregiving
    is increasing. However, the already existing shortage of professional caregivers
    will exacerbate in the future. As a result, family caregivers must shoulder a
    heavier share of the care burden. To ease the burden and promote a better work-life
    balance, we developed the Digital Case Manager. This tool uses machine learning
    algorithms to learn the relationship between a care situation and the next care
    steps and helps family caregivers balance their professional and private lives
    so that they are able to continue caring for their family members without sacrificing
    their own jobs and personal ambitions. The data for the machine learning model
    are generated by means of a questionnaire based on professional assessment instruments.
    We implemented a proof-of-concept of the Digital Case Manager and initial tests
    show promising results. It offers a quick and easy-to-use tool for family caregivers
    in the early stages of a care situation.
article_number: '1215'
author:
- first_name: Paul
  full_name: Wunderlich, Paul
  id: '52317'
  last_name: Wunderlich
- first_name: Frauke
  full_name: Wiegräbe, Frauke
  id: '76510'
  last_name: Wiegräbe
- first_name: Helene
  full_name: Dörksen, Helene
  id: '46416'
  last_name: Dörksen
citation:
  ama: Wunderlich P, Wiegräbe F, Dörksen H. Digital Case Manager-A Data-Driven Tool
    to Support Family Caregivers with Initial Guidance. <i>INTERNATIONAL JOURNAL OF
    ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</i>. 2023;20(2). doi:<a href="https://doi.org/10.3390/ijerph20021215">10.3390/ijerph20021215</a>
  apa: Wunderlich, P., Wiegräbe, F., &#38; Dörksen, H. (2023). Digital Case Manager-A
    Data-Driven Tool to Support Family Caregivers with Initial Guidance. <i>INTERNATIONAL
    JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</i>, <i>20</i>(2), Article
    1215. <a href="https://doi.org/10.3390/ijerph20021215">https://doi.org/10.3390/ijerph20021215</a>
  bjps: <b>Wunderlich P, Wiegräbe F and Dörksen H</b> (2023) Digital Case Manager-A
    Data-Driven Tool to Support Family Caregivers with Initial Guidance. <i>INTERNATIONAL
    JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</i> <b>20</b>.
  chicago: Wunderlich, Paul, Frauke Wiegräbe, and Helene Dörksen. “Digital Case Manager-A
    Data-Driven Tool to Support Family Caregivers with Initial Guidance.” <i>INTERNATIONAL
    JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</i> 20, no. 2 (2023). <a href="https://doi.org/10.3390/ijerph20021215">https://doi.org/10.3390/ijerph20021215</a>.
  chicago-de: Wunderlich, Paul, Frauke Wiegräbe und Helene Dörksen. 2023. Digital
    Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial Guidance.
    <i>INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</i> 20, Nr.
    2. doi:<a href="https://doi.org/10.3390/ijerph20021215">10.3390/ijerph20021215</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;">Wunderlich, Paul</span> ; <span
    style="font-variant:small-caps;">Wiegräbe, Frauke</span> ; <span style="font-variant:small-caps;">Dörksen,
    Helene</span>: Digital Case Manager-A Data-Driven Tool to Support Family Caregivers
    with Initial Guidance. In: <i>INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH
    AND PUBLIC HEALTH</i> Bd. 20. Basel, MDPI (2023), Nr. 2'
  havard: P. Wunderlich, F. Wiegräbe, H. Dörksen, Digital Case Manager-A Data-Driven
    Tool to Support Family Caregivers with Initial Guidance, INTERNATIONAL JOURNAL
    OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 20 (2023).
  ieee: 'P. Wunderlich, F. Wiegräbe, and H. Dörksen, “Digital Case Manager-A Data-Driven
    Tool to Support Family Caregivers with Initial Guidance,” <i>INTERNATIONAL JOURNAL
    OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</i>, vol. 20, no. 2, Art. no. 1215,
    2023, doi: <a href="https://doi.org/10.3390/ijerph20021215">10.3390/ijerph20021215</a>.'
  mla: Wunderlich, Paul, et al. “Digital Case Manager-A Data-Driven Tool to Support
    Family Caregivers with Initial Guidance.” <i>INTERNATIONAL JOURNAL OF ENVIRONMENTAL
    RESEARCH AND PUBLIC HEALTH</i>, vol. 20, no. 2, 1215, 2023, <a href="https://doi.org/10.3390/ijerph20021215">https://doi.org/10.3390/ijerph20021215</a>.
  short: P. Wunderlich, F. Wiegräbe, H. Dörksen, INTERNATIONAL JOURNAL OF ENVIRONMENTAL
    RESEARCH AND PUBLIC HEALTH 20 (2023).
  ufg: '<b>Wunderlich, Paul/Wiegräbe, Frauke/Dörksen, Helene</b>: Digital Case Manager-A
    Data-Driven Tool to Support Family Caregivers with Initial Guidance, in: <i>INTERNATIONAL
    JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH</i> 20 (2023), H. 2.'
  van: Wunderlich P, Wiegräbe F, Dörksen H. Digital Case Manager-A Data-Driven Tool
    to Support Family Caregivers with Initial Guidance. INTERNATIONAL JOURNAL OF ENVIRONMENTAL
    RESEARCH AND PUBLIC HEALTH. 2023;20(2).
date_created: 2025-04-14T13:39:52Z
date_updated: 2025-06-25T13:11:41Z
department:
- _id: DEP5023
- _id: DEP5000
doi: 10.3390/ijerph20021215
external_id:
  isi:
  - '000918039900001'
  pmid:
  - '36673969'
intvolume: '        20'
isi: '1'
issue: '2'
keyword:
- machine learning
- healthcare
- case management
- caring
- multi-label classification
language:
- iso: eng
place: Basel
pmid: '1'
publication: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH
publication_identifier:
  eissn:
  - 1660-4601
  issn:
  - '1661-7827 '
publication_status: published
publisher: MDPI
quality_controlled: '1'
status: public
title: Digital Case Manager-A Data-Driven Tool to Support Family Caregivers with Initial
  Guidance
type: scientific_journal_article
user_id: '83781'
volume: 20
year: '2023'
...
---
_id: '11377'
abstract:
- lang: eng
  text: <jats:p>consuming and often performed rather empirically. Efficient optimization
    of multiple objectives such as process time, viable cell density, number of operating
    steps &amp; cultivation scales, required medium, amount of product as well as
    product quality depicts a promising approach. This contribution presents a workflow
    which couples uncertainty-based upstream simulation and Bayes optimization using
    Gaussian processes. Its application is demonstrated in a simulation case study
    for a relevant industrial task in process development, the design of a robust
    cell culture expansion process (seed train), meaning that despite uncertainties
    and variabilities concerning cell growth, low variations of viable cell density
    during the seed train are obtained. Compared to a non-optimized reference seed
    train, the optimized process showed much lower deviation rates regarding viable
    cell densities (&lt;10% instead of 41.7%) using five or four shake flask scales
    and seed train duration could be reduced by 56 h from 576 h to 520 h. Overall,
    it is shown that applying Bayes optimization allows for optimization of a multi-objective
    optimization function with several optimizable input variables and under a considerable
    amount of constraints with a low computational effort. This approach provides
    the potential to be used in the form of a decision tool, e.g., for the choice
    of an optimal and robust seed train design or for further optimization tasks within
    process development.
article_number: '883'
author:
- first_name: Tanja
  full_name: Hernández Rodriguez, Tanja
  id: '52466'
  last_name: Hernández Rodriguez
- first_name: Anton
  full_name: Sekulic, Anton
  last_name: Sekulic
- first_name: Markus
  full_name: Lange-Hegermann, Markus
  id: '71761'
  last_name: Lange-Hegermann
- first_name: Björn
  full_name: Frahm, Björn
  id: '45666'
  last_name: Frahm
citation:
  ama: Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing Robust
    Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization
    Applied to a Biopharmaceutical Seed Train Design. <i>Processes</i>. 2022;10(5).
    doi:<a href="https://doi.org/10.3390/pr10050883">10.3390/pr10050883</a>
  apa: Hernández Rodriguez, T., Sekulic, A., Lange-Hegermann, M., &#38; Frahm, B.
    (2022). Designing Robust Biotechnological Processes Regarding Variabilities Using
    Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.
    <i>Processes</i>, <i>10</i>(5), Article 883. <a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>
  bjps: <b>Hernández Rodriguez T <i>et al.</i></b> (2022) Designing Robust Biotechnological
    Processes Regarding Variabilities Using Multi-Objective Optimization Applied to
    a Biopharmaceutical Seed Train Design. <i>Processes</i> <b>10</b>.
  chicago: Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann, and
    Björn Frahm. “Designing Robust Biotechnological Processes Regarding Variabilities
    Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.”
    <i>Processes</i> 10, no. 5 (2022). <a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>.
  chicago-de: Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann und
    Björn Frahm. 2022. Designing Robust Biotechnological Processes Regarding Variabilities
    Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.
    <i>Processes</i> 10, Nr. 5. doi:<a href="https://doi.org/10.3390/pr10050883">10.3390/pr10050883</a>,
    .
  din1505-2-1: '<span style="font-variant:small-caps;">Hernández Rodriguez, Tanja</span>
    ; <span style="font-variant:small-caps;">Sekulic, Anton</span> ; <span style="font-variant:small-caps;">Lange-Hegermann,
    Markus</span> ; <span style="font-variant:small-caps;">Frahm, Björn</span>: Designing
    Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective
    Optimization Applied to a Biopharmaceutical Seed Train Design. In: <i>Processes</i>
    Bd. 10. Basel, MDPI AG (2022), Nr. 5'
  havard: T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Designing
    Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective
    Optimization Applied to a Biopharmaceutical Seed Train Design, Processes. 10 (2022).
  ieee: 'T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, and B. Frahm, “Designing
    Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective
    Optimization Applied to a Biopharmaceutical Seed Train Design,” <i>Processes</i>,
    vol. 10, no. 5, Art. no. 883, 2022, doi: <a href="https://doi.org/10.3390/pr10050883">10.3390/pr10050883</a>.'
  mla: Hernández Rodriguez, Tanja, et al. “Designing Robust Biotechnological Processes
    Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical
    Seed Train Design.” <i>Processes</i>, vol. 10, no. 5, 883, 2022, <a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>.
  short: T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Processes
    10 (2022).
  ufg: '<b>Hernández Rodriguez, Tanja u. a.</b>: Designing Robust Biotechnological
    Processes Regarding Variabilities Using Multi-Objective Optimization Applied to
    a Biopharmaceutical Seed Train Design, in: <i>Processes</i> 10 (2022), H. 5.'
  van: Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing Robust
    Biotechnological Processes Regarding Variabilities Using Multi-Objective Optimization
    Applied to a Biopharmaceutical Seed Train Design. Processes. 2022;10(5).
date_created: 2024-04-25T13:35:04Z
date_updated: 2024-05-21T09:30:15Z
department:
- _id: DEP4000
doi: 10.3390/pr10050883
intvolume: '        10'
issue: '5'
keyword:
- Gaussian processes
- Bayes optimization
- Pareto optimization
- multi-objective
- cell culture
- seed train
language:
- iso: eng
place: Basel
publication: Processes
publication_identifier:
  eissn:
  - 2227-9717
publication_status: published
publisher: MDPI AG
status: public
title: Designing Robust Biotechnological Processes Regarding Variabilities Using Multi-Objective
  Optimization Applied to a Biopharmaceutical Seed Train Design
type: scientific_journal_article
user_id: '83781'
volume: 10
year: '2022'
...
---
_id: '9356'
abstract:
- lang: eng
  text: In today’s manufacturing industry, enterprise-resource-planning (ERP) systems
    reach their limit when planning and scheduling production subject to multiple
    objectives and constraints. Advanced planning and scheduling (APS) systems provide
    these capabilities and are an extension for ERP systems. However, when integrating
    an APS and ERP system, the ERP data frequently lacks quality, hindering the APS
    system from working as required. This paper introduces a data quality (DQ) assessment
    framework that employs a Bayesian Network (BN) to perform quick DQ assessments
    based on expert interviews and DQ measurements with actual ERP data. We explain
    the BN’s functionality, design, and validation and show how using the perceived
    DQ of experts and a semi-supervised learning algorithm improves the BN’s predictions
    over time. We discuss applying our framework in an APS system implementation project
    involving an APS system provider and a medium-sized manufacturer of hydraulic
    cylinders. Despite considering the DQ assessment framework in such a specific
    context, it is not restricted to a particular domain. We close by discussing the
    framework’s limits, particularly the BN as a DQ assessment methodology and future
    works to improve its performance.
author:
- first_name: Jan-Phillip
  full_name: Herrmann, Jan-Phillip
  id: '75846'
  last_name: Herrmann
- first_name: Sven
  full_name: Tackenberg, Sven
  id: '71470'
  last_name: Tackenberg
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
- first_name: Jörg
  full_name: Hartlief, Jörg
  last_name: Hartlief
- first_name: Jens
  full_name: ' Rautenstengel, Jens'
  last_name: ' Rautenstengel'
- first_name: Christine
  full_name: Loeser, Christine
  last_name: Loeser
- first_name: 'Jörg '
  full_name: 'Böhme, Jörg '
  last_name: Böhme
citation:
  ama: Herrmann JP, Tackenberg S, Padoano E, et al. An ERP Data Quality Assessment
    Framework for the Implementation of an APS system using Bayesian Networks. <i>Procedia
    Computer Science</i>. 2022;200:194-204. doi:<a href="https://doi.org/10.1016/j.procs.2022.01.218">https://doi.org/10.1016/j.procs.2022.01.218</a>
  apa: Herrmann, J.-P., Tackenberg, S., Padoano, E., Hartlief, J.,  Rautenstengel,
    J., Loeser, C., &#38; Böhme, J. (2022). An ERP Data Quality Assessment Framework
    for the Implementation of an APS system using Bayesian Networks. <i>Procedia Computer
    Science</i>, <i>200</i>, 194–204. <a href="https://doi.org/10.1016/j.procs.2022.01.218">https://doi.org/10.1016/j.procs.2022.01.218</a>
  bjps: <b>Herrmann J-P <i>et al.</i></b> (2022) An ERP Data Quality Assessment Framework
    for the Implementation of an APS System Using Bayesian Networks. <i>Procedia Computer
    Science</i> <b>200</b>, 194–204.
  chicago: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano, Jörg Hartlief, Jens  Rautenstengel,
    Christine Loeser, and Jörg  Böhme. “An ERP Data Quality Assessment Framework for
    the Implementation of an APS System Using Bayesian Networks.” <i>Procedia Computer
    Science</i> 200 (2022): 194–204. <a href="https://doi.org/10.1016/j.procs.2022.01.218">https://doi.org/10.1016/j.procs.2022.01.218</a>.'
  chicago-de: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano, Jörg Hartlief,
    Jens  Rautenstengel, Christine Loeser und Jörg  Böhme. 2022. An ERP Data Quality
    Assessment Framework for the Implementation of an APS system using Bayesian Networks.
    <i>Procedia Computer Science</i> 200: 194–204. doi:<a href="https://doi.org/10.1016/j.procs.2022.01.218">https://doi.org/10.1016/j.procs.2022.01.218</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Herrmann, Jan-Phillip</span>
    ; <span style="font-variant:small-caps;">Tackenberg, Sven</span> ; <span style="font-variant:small-caps;">Padoano,
    Elio</span> ; <span style="font-variant:small-caps;">Hartlief, Jörg</span> ; <span
    style="font-variant:small-caps;"> Rautenstengel, Jens</span> ; <span style="font-variant:small-caps;">Loeser,
    Christine</span> ; <span style="font-variant:small-caps;">Böhme, Jörg </span>:
    An ERP Data Quality Assessment Framework for the Implementation of an APS system
    using Bayesian Networks. In: <i>Procedia Computer Science</i> Bd. 200, Elsevier
    (2022), S. 194–204'
  havard: J.-P. Herrmann, S. Tackenberg, E. Padoano, J. Hartlief, J.  Rautenstengel,
    C. Loeser, J. Böhme, An ERP Data Quality Assessment Framework for the Implementation
    of an APS system using Bayesian Networks, Procedia Computer Science. 200 (2022)
    194–204.
  ieee: 'J.-P. Herrmann <i>et al.</i>, “An ERP Data Quality Assessment Framework for
    the Implementation of an APS system using Bayesian Networks,” <i>Procedia Computer
    Science</i>, vol. 200, pp. 194–204, 2022, doi: <a href="https://doi.org/10.1016/j.procs.2022.01.218">https://doi.org/10.1016/j.procs.2022.01.218</a>.'
  mla: Herrmann, Jan-Phillip, et al. “An ERP Data Quality Assessment Framework for
    the Implementation of an APS System Using Bayesian Networks.” <i>Procedia Computer
    Science</i>, vol. 200, 2022, pp. 194–204, <a href="https://doi.org/10.1016/j.procs.2022.01.218">https://doi.org/10.1016/j.procs.2022.01.218</a>.
  short: J.-P. Herrmann, S. Tackenberg, E. Padoano, J. Hartlief, J.  Rautenstengel,
    C. Loeser, J. Böhme, Procedia Computer Science 200 (2022) 194–204.
  ufg: '<b>Herrmann, Jan-Phillip u. a.</b>: An ERP Data Quality Assessment Framework
    for the Implementation of an APS system using Bayesian Networks, in: <i>Procedia
    Computer Science</i> 200 (2022),  S. 194–204.'
  van: Herrmann JP, Tackenberg S, Padoano E, Hartlief J,  Rautenstengel J, Loeser
    C, et al. An ERP Data Quality Assessment Framework for the Implementation of an
    APS system using Bayesian Networks. Procedia Computer Science. 2022;200:194–204.
date_created: 2023-01-25T12:00:32Z
date_updated: 2024-08-06T11:45:41Z
department:
- _id: DEP7020
doi: https://doi.org/10.1016/j.procs.2022.01.218
intvolume: '       200'
keyword:
- Data Quality Assessment
- Advanced Planning
- Scheduling
- Bayesian Network
- Enterprise Resource Planning
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.sciencedirect.com/science/article/pii/S1877050922002277
oa: '1'
page: 194-204
publication: Procedia Computer Science
publication_identifier:
  issn:
  - '1877-0509 '
publication_status: published
publisher: Elsevier
quality_controlled: '1'
status: public
title: An ERP Data Quality Assessment Framework for the Implementation of an APS system
  using Bayesian Networks
type: journal_article
user_id: '83781'
volume: 200
year: '2022'
...
---
_id: '10193'
abstract:
- lang: eng
  text: Development and optimization of biopharmaceutical production processes with
    cell cultures is cost- and time-consuming and often performed rather empirically.
    Efficient optimization of multiple objectives such as process time, viable cell
    density, number of operating steps & cultivation scales, required medium, amount
    of product as well as product quality depicts a promising approach. This contribution
    presents a workflow which couples uncertainty-based upstream simulation and Bayes
    optimization using Gaussian processes. Its application is demonstrated in a simulation
    case study for a relevant industrial task in process development, the design of
    a robust cell culture expansion process (seed train), meaning that despite uncertainties
    and variabilities concerning cell growth, low variations of viable cell density
    during the seed train are obtained. Compared to a non-optimized reference seed
    train, the optimized process showed much lower deviation rates regarding viable
    cell densities (<10% instead of 41.7%) using five or four shake flask scales and
    seed train duration could be reduced by 56 h from 576 h to 520 h. Overall, it
    is shown that applying Bayes optimization allows for optimization of a multi-objective
    optimization function with several optimizable input variables and under a considerable
    amount of constraints with a low computational effort. This approach provides
    the potential to be used in the form of a decision tool, e.g., for the choice
    of an optimal and robust seed train design or for further optimization tasks within
    process development.
author:
- first_name: Tanja
  full_name: Hernández Rodriguez, Tanja
  id: '52466'
  last_name: Hernández Rodriguez
- first_name: Anton
  full_name: Sekulic, Anton
  last_name: Sekulic
- first_name: Markus
  full_name: Lange-Hegermann, Markus
  id: '71761'
  last_name: Lange-Hegermann
- first_name: Björn
  full_name: Frahm, Björn
  id: '45666'
  last_name: Frahm
citation:
  ama: 'Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing robust
    biotechnological processes regarding variabilities using multi-objective optimization
    applied to a biopharmaceutical seed train design. In: Pörtner R, Möller J, eds.
    <i>Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing</i>.
    Vol special issue. Processes : open access journal. MDPI; 2022:21-48. doi:<a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>'
  apa: 'Hernández Rodriguez, T., Sekulic, A., Lange-Hegermann, M., &#38; Frahm, B.
    (2022). Designing robust biotechnological processes regarding variabilities using
    multi-objective optimization applied to a biopharmaceutical seed train design.
    In R. Pörtner &#38; J. Möller (Eds.), <i>Bioprocess Systems Engineering Applications
    in Pharmaceutical Manufacturing: Vol. special issue</i> (pp. 21–48). MDPI. <a
    href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>'
  bjps: '<b>Hernández Rodriguez T <i>et al.</i></b> (2022) Designing Robust Biotechnological
    Processes Regarding Variabilities Using Multi-Objective Optimization Applied to
    a Biopharmaceutical Seed Train Design. In Pörtner R and Möller J (eds), <i>Bioprocess
    Systems Engineering Applications in Pharmaceutical Manufacturing</i>, vol. special
    issue. Basel: MDPI, pp. 21–48.'
  chicago: 'Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann, and
    Björn Frahm. “Designing Robust Biotechnological Processes Regarding Variabilities
    Using Multi-Objective Optimization Applied to a Biopharmaceutical Seed Train Design.”
    In <i>Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing</i>,
    edited by Ralf Pörtner and Johannes Möller, special issue:21–48. Processes : Open
    Access Journal. Basel: MDPI, 2022. <a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>.'
  chicago-de: 'Hernández Rodriguez, Tanja, Anton Sekulic, Markus Lange-Hegermann und
    Björn Frahm. 2022. Designing robust biotechnological processes regarding variabilities
    using multi-objective optimization applied to a biopharmaceutical seed train design.
    In: <i>Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing</i>,
    hg. von Ralf Pörtner und Johannes Möller, special issue:21–48. Processes : open
    access journal. Basel: MDPI. doi:<a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Hernández Rodriguez, Tanja</span>
    ; <span style="font-variant:small-caps;">Sekulic, Anton</span> ; <span style="font-variant:small-caps;">Lange-Hegermann,
    Markus</span> ; <span style="font-variant:small-caps;">Frahm, Björn</span>: Designing
    robust biotechnological processes regarding variabilities using multi-objective
    optimization applied to a biopharmaceutical seed train design. In: <span style="font-variant:small-caps;">Pörtner,
    R.</span> ; <span style="font-variant:small-caps;">Möller, J.</span> (Hrsg.):
    <i>Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing</i>,
    <i>Processes : open access journal</i>. Bd. special issue. Basel : MDPI, 2022,
    S. 21–48'
  havard: 'T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, Designing
    robust biotechnological processes regarding variabilities using multi-objective
    optimization applied to a biopharmaceutical seed train design, in: R. Pörtner,
    J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical
    Manufacturing, MDPI, Basel, 2022: pp. 21–48.'
  ieee: 'T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, and B. Frahm, “Designing
    robust biotechnological processes regarding variabilities using multi-objective
    optimization applied to a biopharmaceutical seed train design,” in <i>Bioprocess
    Systems Engineering Applications in Pharmaceutical Manufacturing</i>, vol. special
    issue, R. Pörtner and J. Möller, Eds. Basel: MDPI, 2022, pp. 21–48. doi: <a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>.'
  mla: Hernández Rodriguez, Tanja, et al. “Designing Robust Biotechnological Processes
    Regarding Variabilities Using Multi-Objective Optimization Applied to a Biopharmaceutical
    Seed Train Design.” <i>Bioprocess Systems Engineering Applications in Pharmaceutical
    Manufacturing</i>, edited by Ralf Pörtner and Johannes Möller, vol. special issue,
    MDPI, 2022, pp. 21–48, <a href="https://doi.org/10.3390/pr10050883">https://doi.org/10.3390/pr10050883</a>.
  short: 'T. Hernández Rodriguez, A. Sekulic, M. Lange-Hegermann, B. Frahm, in: R.
    Pörtner, J. Möller (Eds.), Bioprocess Systems Engineering Applications in Pharmaceutical
    Manufacturing, MDPI, Basel, 2022, pp. 21–48.'
  ufg: '<b>Hernández Rodriguez, Tanja u. a.</b>: Designing robust biotechnological
    processes regarding variabilities using multi-objective optimization applied to
    a biopharmaceutical seed train design, in: <i>Pörtner, Ralf/Möller, Johannes (Hgg.)</i>:
    Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing, Band
    <i>special issue</i>, Basel 2022 (Processes : open access journal),  S. 21–48.'
  van: 'Hernández Rodriguez T, Sekulic A, Lange-Hegermann M, Frahm B. Designing robust
    biotechnological processes regarding variabilities using multi-objective optimization
    applied to a biopharmaceutical seed train design. In: Pörtner R, Möller J, editors.
    Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing. Basel:
    MDPI; 2022. p. 21–48. (Processes : open access journal; vol. special issue).'
date_created: 2023-08-08T12:58:36Z
date_updated: 2023-08-16T09:24:16Z
department:
- _id: DEP4000
doi: https://doi.org/10.3390/pr10050883
editor:
- first_name: Ralf
  full_name: Pörtner, Ralf
  last_name: Pörtner
- first_name: Johannes
  full_name: Möller, Johannes
  last_name: Möller
keyword:
- Gaussian processes
- Bayes optimization
- Pareto optimization
- multi-objective
- cell culture
- seed train
language:
- iso: eng
page: 21-48
place: Basel
publication: Bioprocess Systems Engineering Applications in Pharmaceutical Manufacturing
publication_identifier:
  eisbn:
  - 978-3-0365-5209-5
  eissn:
  - 2227-9717
  isbn:
  - 978-3-0365-5210-1
publication_status: published
publisher: MDPI
quality_controlled: '1'
series_title: 'Processes : open access journal'
status: public
title: Designing robust biotechnological processes regarding variabilities using multi-objective
  optimization applied to a biopharmaceutical seed train design
type: book_chapter
user_id: '83781'
volume: special issue
year: '2022'
...
---
_id: '6925'
abstract:
- lang: eng
  text: "The compatibility concept is widely used in psychology and ergonomics. It
    describes the fit between elements of a sociotechnical system which is a prerequisite
    to successfully cooperate towards a common goal. For at least three decades, cognitive
    compatibility is of increasing importance. It describes the fit of externally
    presented information, information processing, and the required motor action.
    However, with increasing system complexity, probability for incompatibility increases,
    too, leading to time losses, errors and overall degraded performance. The elimination
    of cognitive incompatibilities through ergonomic measures at the workplace requires
    a lot of creativity and effort. Using practical examples from mixed-model assembly,
    improved information management and the use of informational assistance systems
    are discussed as promising ergonomic approaches. The ultimate goal is to avoid
    cognitive overload, for example in part picking or assembly tools choosing. To
    find a fit between externally mediated work instructions via displays and the
    subjectively used internal models and competencies is a challenging task. Only
    if this fit is given the system is perceived as beneficial. To achieve this, the
    assistance system should be configurable to fit individual needs as far as possible.
    Successful system design requires early participation and comprehensive integration
    of the assistance systems into the existing IT infrastructure.\r\n\r\nPractical
    relevance: Varied manual assembly requires a high degree of cognitive work. A rise
    in complexity of the assembly task increases the risk that cognitive incompatibility
    and thus cognitive overload will occur more frequently. It is shown that such
    unhealthy conditions can be countered by better information presentation and by
    the use of individually adaptable informational assistance systems."
author:
- first_name: Dominic
  full_name: Bläsing, Dominic
  last_name: Bläsing
- first_name: Manfred
  full_name: Bornewasser, Manfred
  last_name: Bornewasser
- first_name: Sven
  full_name: Hinrichsen, Sven
  id: '49010'
  last_name: Hinrichsen
citation:
  ama: Bläsing D, Bornewasser M, Hinrichsen S. Cognitive compatibility in modern manual
    mixed-model assembly systems. <i>Zeitschrift für Arbeitswissenschaft</i>. 2021.
    doi:<a href="https://doi.org/10.1007/s41449-021-00296-1">10.1007/s41449-021-00296-1</a>
  apa: Bläsing, D., Bornewasser, M., &#38; Hinrichsen, S. (2021). Cognitive compatibility
    in modern manual mixed-model assembly systems. <i>Zeitschrift Für Arbeitswissenschaft</i>.
    <a href="https://doi.org/10.1007/s41449-021-00296-1">https://doi.org/10.1007/s41449-021-00296-1</a>
  bjps: <b>Bläsing D, Bornewasser M and Hinrichsen S</b> (2021) Cognitive Compatibility
    in Modern Manual Mixed-Model Assembly Systems. <i>Zeitschrift für Arbeitswissenschaft</i>.
  chicago: Bläsing, Dominic, Manfred Bornewasser, and Sven Hinrichsen. “Cognitive
    Compatibility in Modern Manual Mixed-Model Assembly Systems.” <i>Zeitschrift Für
    Arbeitswissenschaft</i>, 2021. <a href="https://doi.org/10.1007/s41449-021-00296-1">https://doi.org/10.1007/s41449-021-00296-1</a>.
  chicago-de: Bläsing, Dominic, Manfred Bornewasser und Sven Hinrichsen. 2021. Cognitive
    compatibility in modern manual mixed-model assembly systems. <i>Zeitschrift für
    Arbeitswissenschaft</i>. doi:<a href="https://doi.org/10.1007/s41449-021-00296-1,">10.1007/s41449-021-00296-1,</a>
    .
  din1505-2-1: '<span style="font-variant:small-caps;">Bläsing, Dominic</span> ; <span
    style="font-variant:small-caps;">Bornewasser, Manfred</span> ; <span style="font-variant:small-caps;">Hinrichsen,
    Sven</span>: Cognitive compatibility in modern manual mixed-model assembly systems.
    In: <i>Zeitschrift für Arbeitswissenschaft</i>, Springer (2021)'
  havard: D. Bläsing, M. Bornewasser, S. Hinrichsen, Cognitive compatibility in modern
    manual mixed-model assembly systems, Zeitschrift Für Arbeitswissenschaft. (2021).
  ieee: D. Bläsing, M. Bornewasser, and S. Hinrichsen, “Cognitive compatibility in
    modern manual mixed-model assembly systems,” <i>Zeitschrift für Arbeitswissenschaft</i>,
    2021.
  mla: Bläsing, Dominic, et al. “Cognitive Compatibility in Modern Manual Mixed-Model
    Assembly Systems.” <i>Zeitschrift Für Arbeitswissenschaft</i>, Springer, 2021,
    doi:<a href="https://doi.org/10.1007/s41449-021-00296-1">10.1007/s41449-021-00296-1</a>.
  short: D. Bläsing, M. Bornewasser, S. Hinrichsen, Zeitschrift Für Arbeitswissenschaft
    (2021).
  ufg: '<b>Bläsing, Dominic et. al. (2021)</b>: Cognitive compatibility in modern
    manual mixed-model assembly systems, in: <i>Zeitschrift für Arbeitswissenschaft</i>.'
  van: Bläsing D, Bornewasser M, Hinrichsen S. Cognitive compatibility in modern manual
    mixed-model assembly systems. Zeitschrift für Arbeitswissenschaft. 2021;
date_created: 2021-12-21T17:13:23Z
date_updated: 2023-03-15T13:50:08Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.1007/s41449-021-00296-1
keyword:
- Compatibility
- Mental model
- Mental workload
- Multi-model assembly
- Informational assistance systems
language:
- iso: eng
publication: Zeitschrift für Arbeitswissenschaft
publication_identifier:
  issn:
  - 0340-2444
  - 2366-4681
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: Cognitive compatibility in modern manual mixed-model assembly systems
type: journal_article
user_id: '49010'
year: 2021
...
---
_id: '6003'
abstract:
- lang: ger
  text: In industriellen Szenarien wächst seit Längerem der Bedarf an drahtloser und
    zuverlässiger Kommunikation. Es gibt hierzu einige aus der IT-Welt adaptierte
    Standards, welche in vielen Anwendungen im industriellen Umfeld nicht ausreichen.
    Daher wurde bei der Spezifikation des neuen 5G-Standards explizit die Nutzung
    im industriellen Umfeld mit berücksichtigt. Diese Arbeit beschäftigt sich mit
    den Vorteilen der Multi-Connectivity (MC), welche sich durch die Architektur des
    neuen 5G-NR Standards in der Automatisierungstechnik ergeben können. Hierzu wurden
    im ersten Schritt Funkkanalmessungen in einer industrienahen Umgebung – der SmartFactoryOWL
    – durchgeführt, und im weiteren Verlauf die MC in einen Kommunikationsstack integriert
    und die Zuverlässigkeit (Reliability) (REL) bei verschiedenen MCKonfigurationen
    ermittelt. Im praktischen Aufbau konnte eine erhöhte REL der drahtlosen Kommunikation
    im industriellen Kontext unter Einsatz der MC nachgewiesen werden.
author:
- first_name: Niels Hendrik
  full_name: Fliedner, Niels Hendrik
  id: '57956'
  last_name: Fliedner
  orcid: 0000-0003-0484-1328
- first_name: Roland
  full_name: Heß, Roland
  last_name: Heß
- first_name: Stefan
  full_name: Witte, Stefan
  id: '1605'
  last_name: Witte
citation:
  ama: 'Fliedner NH, Heß R, Witte S. Multi-Connectivity in 5G Industrial Environments.
    In: Jumar U, Jasperneite J, Institut für Automation und Kommunikation e.V., eds.
    <i>KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium
    “Kommunikation in der Automation.”</i> Otto-von-Guericke-Universität Magdeburg.
    R-PÖ; 2019.'
  apa: 'Fliedner, N. H., Heß, R., &#38; Witte, S. (2019). Multi-Connectivity in 5G
    Industrial Environments. In U. Jumar, J. Jasperneite, &#38; Institut für Automation
    und Kommunikation e.V. (Eds.), <i>KommA 2019 : Kommunikation in der Automation :
    20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation.”</i> Otto-von-Guericke-Universität
    Magdeburg. R-PÖ.'
  bjps: '<b>Fliedner NH, Heß R and Witte S</b> (2019) Multi-Connectivity in 5G Industrial
    Environments. In Jumar U, Jasperneite J, and Institut für Automation und Kommunikation
    e.V. (eds), <i>KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 :
    10. Jahreskolloquium ‘Kommunikation in der Automation’</i>. Magdeburg: Otto-von-Guericke-Universität
    Magdeburg. R-PÖ.'
  chicago: 'Fliedner, Niels Hendrik, Roland Heß, and Stefan Witte. “Multi-Connectivity
    in 5G Industrial Environments.” In <i>KommA 2019 : Kommunikation in der Automation :
    20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation,”</i> edited
    by Ulrich Jumar, Jürgen Jasperneite, and Institut für Automation und Kommunikation
    e.V. Magdeburg: Otto-von-Guericke-Universität Magdeburg. R-PÖ, 2019.'
  chicago-de: 'Fliedner, Niels Hendrik, Roland Heß und Stefan Witte. 2019. Multi-Connectivity
    in 5G Industrial Environments. In: <i>KommA 2019 : Kommunikation in der Automation :
    20.-21.11.2019 : 10. Jahreskolloquium „Kommunikation in der Automation“</i>, hg.
    von Ulrich Jumar, Jürgen Jasperneite, und Institut für Automation und Kommunikation
    e.V. Magdeburg: Otto-von-Guericke-Universität Magdeburg. R-PÖ.'
  din1505-2-1: '<span style="font-variant:small-caps;">Fliedner, Niels Hendrik</span>
    ; <span style="font-variant:small-caps;">Heß, Roland</span> ; <span style="font-variant:small-caps;">Witte,
    Stefan</span>: Multi-Connectivity in 5G Industrial Environments. In: <span style="font-variant:small-caps;">Jumar,
    U.</span> ; <span style="font-variant:small-caps;">Jasperneite, J.</span> ; <span
    style="font-variant:small-caps;">Institut für Automation und Kommunikation e.V.</span>
    (Hrsg.): <i>KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10.
    Jahreskolloquium „Kommunikation in der Automation“</i>. Magdeburg : Otto-von-Guericke-Universität
    Magdeburg. R-PÖ, 2019'
  havard: 'N.H. Fliedner, R. Heß, S. Witte, Multi-Connectivity in 5G Industrial Environments,
    in: U. Jumar, J. Jasperneite, Institut für Automation und Kommunikation e.V. (Eds.),
    KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium
    “Kommunikation in der Automation,” Otto-von-Guericke-Universität Magdeburg. R-PÖ,
    Magdeburg, 2019.'
  ieee: 'N. H. Fliedner, R. Heß, and S. Witte, “Multi-Connectivity in 5G Industrial
    Environments,” in <i>KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 :
    10. Jahreskolloquium “Kommunikation in der Automation,”</i> Magdeburg, 2019.'
  mla: 'Fliedner, Niels Hendrik, et al. “Multi-Connectivity in 5G Industrial Environments.”
    <i>KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10. Jahreskolloquium
    “Kommunikation in der Automation,”</i> edited by Ulrich Jumar et al., Otto-von-Guericke-Universität
    Magdeburg. R-PÖ, 2019.'
  short: 'N.H. Fliedner, R. Heß, S. Witte, in: U. Jumar, J. Jasperneite, Institut
    für Automation und Kommunikation e.V. (Eds.), KommA 2019 : Kommunikation in der
    Automation : 20.-21.11.2019 : 10. Jahreskolloquium “Kommunikation in der Automation,”
    Otto-von-Guericke-Universität Magdeburg. R-PÖ, Magdeburg, 2019.'
  ufg: '<b>Fliedner, Niels Hendrik/Heß, Roland/Witte, Stefan</b>: Multi-Connectivity
    in 5G Industrial Environments, in: <i>Jumar, Ulrich/Jasperneite, Jürgen, Institut
    für Automation und Kommunikation e.V. (Hgg.)</i>: KommA 2019 : Kommunikation in
    der Automation : 20.-21.11.2019 : 10. Jahreskolloquium „Kommunikation in der Automation“,
    Magdeburg 2019.'
  van: 'Fliedner NH, Heß R, Witte S. Multi-Connectivity in 5G Industrial Environments.
    In: Jumar U, Jasperneite J, Institut für Automation und Kommunikation e.V., editors.
    KommA 2019 : Kommunikation in der Automation : 20-21112019 : 10 Jahreskolloquium
    “Kommunikation in der Automation.” Magdeburg: Otto-von-Guericke-Universität Magdeburg.
    R-PÖ; 2019.'
conference:
  end_date: 2019-11-21
  location: Magdeburg
  name: 2019 Kommunikation in der Automation (KommA)
  start_date: 2019-11-20
corporate_editor:
- Institut für Automation und Kommunikation e.V.
date_created: 2021-06-22T09:34:20Z
date_updated: 2023-08-14T13:16:56Z
ddc:
- '000'
department:
- _id: DEP5023
- _id: DEP5010
editor:
- first_name: Ulrich
  full_name: Jumar, Ulrich
  last_name: Jumar
- first_name: Jürgen
  full_name: Jasperneite, Jürgen
  last_name: Jasperneite
extern: '1'
keyword:
- 5G
- Multi-Connectivity
- Zuverlässigkeit
language:
- iso: ger
main_file_link:
- url: https://tydirium.init.th-owl.de/s/ErCo2mjFdJQDoXN?dir=undefined&path=%2FKommA%202019%2FPaper%2FSession1_Funk&openfile=7286659
place: Magdeburg
publication: 'KommA 2019 : Kommunikation in der Automation : 20.-21.11.2019 : 10.
  Jahreskolloquium "Kommunikation in der Automation"'
publication_identifier:
  isbn:
  - 978-3-944722-85-6
publication_status: published
publisher: Otto-von-Guericke-Universität Magdeburg. R-PÖ
quality_controlled: '1'
status: public
title: Multi-Connectivity in 5G Industrial Environments
type: conference
user_id: '83781'
year: '2019'
...
---
_id: '12834'
abstract:
- lang: eng
  text: In the context of Industry 4.0, extensive deployment and application of advanced
    manufacturing equipment and various sensors is leading to a growing demand for
    data exchange between different devices. In smart factories, network transmission
    has multiprotocol features of wired/wireless communication, and different data
    flows have different real-time requirements. In this article, a heterogeneous
    network architecture based on software-defined network is proposed for realizing
    cross-network flexible forwarding of multisource manufacturing data and optimized
    utilization of network resources. Subsequently, the mechanism of cross-network
    fusion and scheduling (CNFS) is analyzed from the perspective of high dynamic
    characteristics and different delay requirements of data flows. Based on this
    analysis, a route-aware data flow dynamic reconstruction algorithm is proposed.
    The proposed algorithm improves the efficiency of manufacturing data cross-network
    fusion, especially for multivariety and small-batch intelligent manufacturing
    systems. Furthermore, for meeting the bandwidth requirements of different delay
    flows, a delay-sensitive network bandwidth scheduling algorithm is proposed. Finally,
    the effectiveness of the proposed CNFS mechanism is verified using a candy packaging
    intelligent production line prototype platform.
author:
- first_name: Jiafu
  full_name: Wan, Jiafu
  last_name: Wan
- first_name: Jun
  full_name: Yang, Jun
  last_name: Yang
- first_name: Shiyong
  full_name: Wang, Shiyong
  last_name: Wang
- first_name: Di
  full_name: Li, Di
  last_name: Li
- first_name: Peng
  full_name: Li, Peng
  id: '58937'
  last_name: Li
- first_name: Min
  full_name: Xia, Min
  last_name: Xia
citation:
  ama: Wan J, Yang J, Wang S, Li D, Li P, Xia M. Cross-Network Fusion and Scheduling
    for Heterogeneous Networks in Smart Factory. <i>IEEE Transactions on Industrial
    Informatics</i>. 2019;16(9):6059-6068. doi:<a href="https://doi.org/10.1109/tii.2019.2952669">10.1109/tii.2019.2952669</a>
  apa: Wan, J., Yang, J., Wang, S., Li, D., Li, P., &#38; Xia, M. (2019). Cross-Network
    Fusion and Scheduling for Heterogeneous Networks in Smart Factory. <i>IEEE Transactions
    on Industrial Informatics</i>, <i>16</i>(9), 6059–6068. <a href="https://doi.org/10.1109/tii.2019.2952669">https://doi.org/10.1109/tii.2019.2952669</a>
  bjps: <b>Wan J <i>et al.</i></b> (2019) Cross-Network Fusion and Scheduling for
    Heterogeneous Networks in Smart Factory. <i>IEEE Transactions on Industrial Informatics</i>
    <b>16</b>, 6059–6068.
  chicago: 'Wan, Jiafu, Jun Yang, Shiyong Wang, Di Li, Peng Li, and Min Xia. “Cross-Network
    Fusion and Scheduling for Heterogeneous Networks in Smart Factory.” <i>IEEE Transactions
    on Industrial Informatics</i> 16, no. 9 (2019): 6059–68. <a href="https://doi.org/10.1109/tii.2019.2952669">https://doi.org/10.1109/tii.2019.2952669</a>.'
  chicago-de: 'Wan, Jiafu, Jun Yang, Shiyong Wang, Di Li, Peng Li und Min Xia. 2019.
    Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory.
    <i>IEEE Transactions on Industrial Informatics</i> 16, Nr. 9: 6059–6068. doi:<a
    href="https://doi.org/10.1109/tii.2019.2952669">10.1109/tii.2019.2952669</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Wan, Jiafu</span> ; <span style="font-variant:small-caps;">Yang,
    Jun</span> ; <span style="font-variant:small-caps;">Wang, Shiyong</span> ; <span
    style="font-variant:small-caps;">Li, Di</span> ; <span style="font-variant:small-caps;">Li,
    Peng</span> ; <span style="font-variant:small-caps;">Xia, Min</span>: Cross-Network
    Fusion and Scheduling for Heterogeneous Networks in Smart Factory. In: <i>IEEE
    Transactions on Industrial Informatics</i> Bd. 16. New York, NY, Institute of
    Electrical and Electronics Engineers (IEEE) (2019), Nr. 9, S. 6059–6068'
  havard: J. Wan, J. Yang, S. Wang, D. Li, P. Li, M. Xia, Cross-Network Fusion and
    Scheduling for Heterogeneous Networks in Smart Factory, IEEE Transactions on Industrial
    Informatics. 16 (2019) 6059–6068.
  ieee: 'J. Wan, J. Yang, S. Wang, D. Li, P. Li, and M. Xia, “Cross-Network Fusion
    and Scheduling for Heterogeneous Networks in Smart Factory,” <i>IEEE Transactions
    on Industrial Informatics</i>, vol. 16, no. 9, pp. 6059–6068, 2019, doi: <a href="https://doi.org/10.1109/tii.2019.2952669">10.1109/tii.2019.2952669</a>.'
  mla: Wan, Jiafu, et al. “Cross-Network Fusion and Scheduling for Heterogeneous Networks
    in Smart Factory.” <i>IEEE Transactions on Industrial Informatics</i>, vol. 16,
    no. 9, 2019, pp. 6059–68, <a href="https://doi.org/10.1109/tii.2019.2952669">https://doi.org/10.1109/tii.2019.2952669</a>.
  short: J. Wan, J. Yang, S. Wang, D. Li, P. Li, M. Xia, IEEE Transactions on Industrial
    Informatics 16 (2019) 6059–6068.
  ufg: '<b>Wan, Jiafu u. a.</b>: Cross-Network Fusion and Scheduling for Heterogeneous
    Networks in Smart Factory, in: <i>IEEE Transactions on Industrial Informatics</i>
    16 (2019), H. 9,  S. 6059–6068.'
  van: Wan J, Yang J, Wang S, Li D, Li P, Xia M. Cross-Network Fusion and Scheduling
    for Heterogeneous Networks in Smart Factory. IEEE Transactions on Industrial Informatics.
    2019;16(9):6059–68.
date_created: 2025-04-23T08:35:16Z
date_updated: 2025-06-26T13:26:20Z
department:
- _id: DEP5023
doi: 10.1109/tii.2019.2952669
external_id:
  isi:
  - '000542966300043'
intvolume: '        16'
isi: '1'
issue: '9'
keyword:
- Heterogeneous networks
- Real-time systems
- Bandwidth
- Job shop scheduling
- Smart manufacturing
- Computer architecture
- Cross-network fusion
- heterogeneous networks
- network resource
language:
- iso: eng
page: 6059-6068
place: New York, NY
publication: IEEE Transactions on Industrial Informatics
publication_identifier:
  eissn:
  - 1941-0050
  issn:
  - 1551-3203
publication_status: published
publisher: Institute of Electrical and Electronics Engineers (IEEE)
status: public
title: Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory
type: scientific_journal_article
user_id: '83781'
volume: 16
year: '2019'
...
---
_id: '549'
author:
- first_name: André
  full_name: Springer, André
  id: '71733'
  last_name: Springer
- first_name: Sarah
  full_name: Nothdurft, Sarah
  last_name: Nothdurft
- first_name: Rabi
  full_name: Lahdo, Rabi
  last_name: Lahdo
- first_name: Oliver
  full_name: Seffer, Oliver
  last_name: Seffer
citation:
  ama: 'Springer A, Nothdurft S, Lahdo R, Seffer O. <i>Dissimilar Metal Joints - Laser
    Based Manufacturing Processes for Components of Tomorrow</i>. Lemgo: Technische
    Hochschule Ostwestfalen-Lippe; 2018.'
  apa: 'Springer, A., Nothdurft, S., Lahdo, R., &#38; Seffer, O. (2018). <i>Dissimilar
    Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow</i>.
    <i>8th International Conference on Production Engineering and Management</i>.
    Lemgo: Technische Hochschule Ostwestfalen-Lippe.'
  bjps: '<b>Springer A <i>et al.</i></b> (2018) <i>Dissimilar Metal Joints - Laser
    Based Manufacturing Processes for Components of Tomorrow</i>. Lemgo: Technische
    Hochschule Ostwestfalen-Lippe.'
  chicago: 'Springer, André, Sarah Nothdurft, Rabi Lahdo, and Oliver Seffer. <i>Dissimilar
    Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow</i>.
    <i>8th International Conference on Production Engineering and Management</i>.
    Lemgo: Technische Hochschule Ostwestfalen-Lippe, 2018.'
  chicago-de: 'Springer, André, Sarah Nothdurft, Rabi Lahdo und Oliver Seffer. 2018.
    <i>Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components
    of Tomorrow</i>. <i>8th International Conference on Production Engineering and
    Management</i>. Lemgo: Technische Hochschule Ostwestfalen-Lippe.'
  din1505-2-1: '<span style="font-variant:small-caps;">Springer, André</span> ; <span
    style="font-variant:small-caps;">Nothdurft, Sarah</span> ; <span style="font-variant:small-caps;">Lahdo,
    Rabi</span> ; <span style="font-variant:small-caps;">Seffer, Oliver</span>: <i>Dissimilar
    Metal Joints - Laser Based Manufacturing Processes for Components of Tomorrow</i>.
    Lemgo : Technische Hochschule Ostwestfalen-Lippe, 2018'
  havard: A. Springer, S. Nothdurft, R. Lahdo, O. Seffer, Dissimilar Metal Joints
    - Laser Based Manufacturing Processes for Components of Tomorrow, Technische Hochschule
    Ostwestfalen-Lippe, Lemgo, 2018.
  ieee: 'A. Springer, S. Nothdurft, R. Lahdo, and O. Seffer, <i>Dissimilar Metal Joints
    - Laser Based Manufacturing Processes for Components of Tomorrow</i>. Lemgo: Technische
    Hochschule Ostwestfalen-Lippe, 2018.'
  mla: Springer, André, et al. “Dissimilar Metal Joints - Laser Based Manufacturing
    Processes for Components of Tomorrow.” <i>8th International Conference on Production
    Engineering and Management</i>, Technische Hochschule Ostwestfalen-Lippe, 2018.
  short: A. Springer, S. Nothdurft, R. Lahdo, O. Seffer, Dissimilar Metal Joints -
    Laser Based Manufacturing Processes for Components of Tomorrow, Technische Hochschule
    Ostwestfalen-Lippe, Lemgo, 2018.
  ufg: '<b>Springer, André et. al. (2018)</b>: Dissimilar Metal Joints - Laser Based
    Manufacturing Processes for Components of Tomorrow, Lemgo.'
  van: 'Springer A, Nothdurft S, Lahdo R, Seffer O. Dissimilar Metal Joints - Laser
    Based Manufacturing Processes for Components of Tomorrow. 8th International Conference
    on Production Engineering and Management. Lemgo: Technische Hochschule Ostwestfalen-Lippe;
    2018.'
conference:
  end_date: 2018-10-05
  location: Lemgo
  name: 8th International Conference
  start_date: 2018-10-04
date_created: 2019-02-13T13:42:56Z
date_updated: 2023-03-15T13:49:59Z
department:
- _id: DEP1306
- _id: DEP7037
keyword:
- Dissimilar metal joints
- Laser processes
- Multi-material components
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM2018_proceedings_web.pdf
oa: '1'
place: Lemgo
publication: 8th International Conference on Production Engineering and Management
publication_identifier:
  isbn:
  - 978-3-946856-03-0
publication_status: published
publisher: Technische Hochschule Ostwestfalen-Lippe
related_material:
  link:
  - relation: contains
    url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM2018_proceedings_web.pdf
status: public
title: Dissimilar Metal Joints - Laser Based Manufacturing Processes for Components
  of Tomorrow
type: conference_editor_article
user_id: '79260'
year: 2018
...
---
_id: '7896'
author:
- first_name: Patrick
  full_name: Velte, Patrick
  last_name: Velte
- first_name: Martin
  full_name: Stawinoga, Martin
  id: '68681'
  last_name: Stawinoga
citation:
  ama: 'Velte P, Stawinoga M. Integrated reporting: The current state of empirical
    research, limitations and future research implications. <i>Journal of Management
    Control</i>. 2017;28:275-320. doi:<a href="https://doi.org/10.1007/s00187-016-0235-4">10.1007/s00187-016-0235-4</a>'
  apa: 'Velte, P., &#38; Stawinoga, M. (2017). Integrated reporting: The current state
    of empirical research, limitations and future research implications. <i>Journal
    of Management Control</i>, <i>28</i>, 275–320. <a href="https://doi.org/10.1007/s00187-016-0235-4">https://doi.org/10.1007/s00187-016-0235-4</a>'
  bjps: '<b>Velte P and Stawinoga M</b> (2017) Integrated Reporting: The Current State
    of Empirical Research, Limitations and Future Research Implications. <i>Journal
    of Management Control</i> <b>28</b>, 275–320.'
  chicago: 'Velte, Patrick, and Martin Stawinoga. “Integrated Reporting: The Current
    State of Empirical Research, Limitations and Future Research Implications.” <i>Journal
    of Management Control</i> 28 (2017): 275–320. <a href="https://doi.org/10.1007/s00187-016-0235-4">https://doi.org/10.1007/s00187-016-0235-4</a>.'
  chicago-de: 'Velte, Patrick und Martin Stawinoga. 2017. Integrated reporting: The
    current state of empirical research, limitations and future research implications.
    <i>Journal of Management Control</i> 28: 275–320. doi:<a href="https://doi.org/10.1007/s00187-016-0235-4,">10.1007/s00187-016-0235-4,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Velte, Patrick</span> ; <span
    style="font-variant:small-caps;">Stawinoga, Martin</span>: Integrated reporting:
    The current state of empirical research, limitations and future research implications.
    In: <i>Journal of Management Control</i> Bd. 28. Heidelberg, Springer (2017),
    S. 275–320'
  havard: 'P. Velte, M. Stawinoga, Integrated reporting: The current state of empirical
    research, limitations and future research implications, Journal of Management
    Control. 28 (2017) 275–320.'
  ieee: 'P. Velte and M. Stawinoga, “Integrated reporting: The current state of empirical
    research, limitations and future research implications,” <i>Journal of Management
    Control</i>, vol. 28, pp. 275–320, 2017.'
  mla: 'Velte, Patrick, and Martin Stawinoga. “Integrated Reporting: The Current State
    of Empirical Research, Limitations and Future Research Implications.” <i>Journal
    of Management Control</i>, vol. 28, Springer, 2017, pp. 275–320, doi:<a href="https://doi.org/10.1007/s00187-016-0235-4">10.1007/s00187-016-0235-4</a>.'
  short: P. Velte, M. Stawinoga, Journal of Management Control 28 (2017) 275–320.
  ufg: '<b>Velte, Patrick/Stawinoga, Martin (2017)</b>: Integrated reporting: The
    current state of empirical research, limitations and future research implications,
    in: <i>Journal of Management Control</i> <i>28</i>, S. 275–320.'
  van: 'Velte P, Stawinoga M. Integrated reporting: The current state of empirical
    research, limitations and future research implications. Journal of Management
    Control. 2017;28:275–320.'
date_created: 2022-05-03T07:05:39Z
date_updated: 2023-03-15T13:50:12Z
department:
- _id: DEP1507
doi: 10.1007/s00187-016-0235-4
extern: '1'
intvolume: '        28'
jel:
- M41
keyword:
- Integrated reporting     Legitimization theory     Institutional theory     Behavioural
  decision theory     Resource dependency theory     Empirical research
language:
- iso: eng
page: 275-320
place: Heidelberg
publication: Journal of Management Control
publication_identifier:
  issn:
  - 2191-4761
  - 2191-477X
publication_status: published
publisher: Springer
quality_controlled: '1'
status: public
title: 'Integrated reporting: The current state of empirical research, limitations
  and future research implications'
type: scientific_journal_article
user_id: '68681'
volume: 28
year: 2017
...
---
_id: '593'
abstract:
- lang: eng
  text: Due to the increased individualization of customer demands in the last 20
    years, the production systems are required to be more flexible and scalable. It
    is the samefor the material flow system with automated guided vehicles (AGVs).
    To realize the flexibility and scalability, it is recommended to decentralized
    control the vehicles. As an attempt, a concept of swarm intelligence with Radio
    Frequency Identification (RFID) is proposed and introduced in this article. The
    concept is supposed to be used for automated guided vehicle systems in which objects
    have to be transported from place to place. Therefore the object has to be self-organized
    and has to manage its own transport. In this context the vehicles have to choose
    the most optimal transportation. Swarm intelligence is a topic which deserves
    a high level of attention as a method to realize high flexibility and scalability.
author:
- first_name: Alisa Maria
  full_name: Cantauw, Alisa Maria
  id: '56638'
  last_name: Cantauw
- first_name: Li
  full_name: Li, Li
  id: '58482'
  last_name: Li
citation:
  ama: 'Cantauw AM, Li L. Application of Swarm Intelligence for Automated Guided Vehicle
    Systems. In: Villmer F-J, Padoano E, Department of Production Engineering and
    Management, eds. <i>Department of Production Engineering and Management</i>. Lemgo;
    2016:133-143.'
  apa: Cantauw, A. M., &#38; Li, L. (2016). Application of Swarm Intelligence for
    Automated Guided Vehicle Systems. In F.-J. Villmer, E. Padoano, &#38; Department
    of Production Engineering and Management (Eds.), <i>Department of Production Engineering
    and Management</i> (pp. 133–143). Lemgo.
  bjps: <b>Cantauw AM and Li L</b> (2016) Application of Swarm Intelligence for Automated
    Guided Vehicle Systems. In Villmer F-J, Padoano E and Department of Production
    Engineering and Management (eds), <i>Department of Production Engineering and
    Management</i>. Lemgo, pp. 133–143.
  chicago: Cantauw, Alisa Maria, and Li Li. “Application of Swarm Intelligence for
    Automated Guided Vehicle Systems.” In <i>Department of Production Engineering
    and Management</i>, edited by Franz-Josef Villmer, Elio Padoano, and Department
    of Production Engineering and Management, 133–43. Lemgo, 2016.
  chicago-de: 'Cantauw, Alisa Maria und Li Li. 2016. Application of Swarm Intelligence
    for Automated Guided Vehicle Systems. In: <i>Department of Production Engineering
    and Management</i>, hg. von Franz-Josef Villmer, Elio Padoano, und Department
    of Production Engineering and Management, 133–143. Lemgo.'
  din1505-2-1: '<span style="font-variant:small-caps;">Cantauw, Alisa Maria</span>
    ; <span style="font-variant:small-caps;">Li, Li</span>: Application of Swarm Intelligence
    for Automated Guided Vehicle Systems. In: <span style="font-variant:small-caps;">Villmer,
    F.-J.</span> ; <span style="font-variant:small-caps;">Padoano, E.</span> ; <span
    style="font-variant:small-caps;">Department of Production Engineering and Management</span>
    (Hrsg.): <i>Department of Production Engineering and Management</i>. Lemgo, 2016,
    S. 133–143'
  havard: 'A.M. Cantauw, L. Li, Application of Swarm Intelligence for Automated Guided
    Vehicle Systems, in: F.-J. Villmer, E. Padoano, Department of Production Engineering
    and Management (Eds.), Department of Production Engineering and Management, Lemgo,
    2016: pp. 133–143.'
  ieee: A. M. Cantauw and L. Li, “Application of Swarm Intelligence for Automated
    Guided Vehicle Systems,” in <i>Department of Production Engineering and Management</i>,
    Lemgo, 2016, no. 1, pp. 133–143.
  mla: Cantauw, Alisa Maria, and Li Li. “Application of Swarm Intelligence for Automated
    Guided Vehicle Systems.” <i>Department of Production Engineering and Management</i>,
    edited by Franz-Josef Villmer et al., no. 1, 2016, pp. 133–43.
  short: 'A.M. Cantauw, L. Li, in: F.-J. Villmer, E. Padoano, Department of Production
    Engineering and Management (Eds.), Department of Production Engineering and Management,
    Lemgo, 2016, pp. 133–143.'
  ufg: '<b>Cantauw, Alisa Maria/Li, Li (2016)</b>: Application of Swarm Intelligence
    for Automated Guided Vehicle Systems, in: Franz-Josef Villmer et. al. (Hgg.):
    <i>Department of Production Engineering and Management</i>, Lemgo, S. 133–143.'
  van: 'Cantauw AM, Li L. Application of Swarm Intelligence for Automated Guided Vehicle
    Systems. In: Villmer F-J, Padoano E, Department of Production Engineering and
    Management, editors. Department of Production Engineering and Management. Lemgo;
    2016. p. 133–43.'
conference:
  end_date: 2016-09-30
  location: Lemgo
  name: Proceedings 6th International Conference
  start_date: 2016-09-29
corporate_editor:
- Department of Production Engineering and Management
- Hochschule Ostwestfalen-Lippe
date_created: 2019-02-18T15:32:10Z
date_updated: 2023-03-15T13:50:03Z
department:
- _id: DEP7000
- _id: DEP1306
editor:
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  last_name: Villmer
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
issue: '1'
keyword:
- Swarm  intelligence
- Automated  guided  vehicle  system
- RFID
- Internet  of things
- Multi-agent system
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2016_Proceeding_2016_09_14_Inhaltsnavigation.pdf
oa: '1'
page: 133-143
place: Lemgo
publication: Department of Production Engineering and Management
publication_identifier:
  isbn:
  - 978-3-946856-00-9
publication_status: published
related_material:
  link:
  - relation: contains
    url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_2016_Proceeding_2016_09_14_Inhaltsnavigation.pdf
status: public
title: Application of Swarm Intelligence for Automated Guided Vehicle Systems
type: conference
user_id: '45673'
year: 2016
...
---
_id: '10066'
abstract:
- lang: eng
  text: Namibia is the most arid country in Sub-Saharan Africa. The Cuvelai-Etosha
    Basin (CEB) in central northern Namibia in particular is experiencing various
    ecological and social-ecological challenges such as high climate variability,
    saline groundwater, dependence on Angola for freshwater supply, high population
    growth and density, and increasing urbanisation. These challenges make water supply
    and management difficult and threaten the livelihood of the local population and
    the health of the ecosystem. Facing up to these challenges, the German-Namibian
    research project CuveWaters has developed, adapted and set up different technologies
    as pilot plant s. The Integrated Water Resources Management (IWRM) concept of
    CuveWaters is based on a multi-resource-mix in which water is obtained from different
    sources (rainwater, floodwater, groundwater and wastewater) and used for various
    purposes. High quality water is used as drinking water; water of a relatively
    low quality is used for irrigation. In cooperation with the residents of four
    villages and one small town, the project partners are implementing different technologies
    to collect and store, produce, treat and reuse water. The implemented technologies
    are rain- and floodwater harvesting, groundwater desalination, and the combination
    of sanitation, wastewater treatment and water reuse. The aim is to improve peoples’
    livelihood through research on innovative and adapted solutions which contribute
    to a successful and adapted application of IWRM. To this end, the project integrates
    science, technology and societal aspects in a transdisciplinary research approach
    by linking scientific knowledge from natural, engineering and social sciences
    with the everyday practices and know-how of the stakeholders involved. Thus, the
    technical aspects are complemented by a wide range of societal and scientific
    components, such as capacity development, monitoring, participation or knowledge
    management. These ensure societal embedding of the technologies and knowledge
    transfer. This paper will illustrate the transdisciplinary approach, implemented
    technologies and accompanying measures as well as key results.
author:
- first_name: Stephan
  full_name: Lier, Stephan
  last_name: Lier
- first_name: Maria
  full_name: Brenda, Maria
  last_name: Brenda
- first_name: Peter
  full_name: Cornel, Peter
  last_name: Cornel
- first_name: Juta
  full_name: Deffner, Juta
  last_name: Deffner
- first_name: Jörg
  full_name: Felmeden, Jörg
  id: '81335'
  last_name: Felmeden
- first_name: Alexander
  full_name: Jokisch, Alexander
  last_name: Jokisch
- first_name: Thomas
  full_name: Kluge, Thomas
  last_name: Kluge
- first_name: Katherina
  full_name: Müller, Katherina
  last_name: Müller
- first_name: Julian
  full_name: Röhrig, Julian
  last_name: Röhrig
- first_name: Vanessa
  full_name: Stibitz, Vanessa
  last_name: Stibitz
- first_name: Wilhelm
  full_name: Urban, Wilhelm
  last_name: Urban
citation:
  ama: 'Lier S, Brenda M, Cornel P, et al. From the Concept to the Tap - Integrated
    Water Resources Managment in Northern Namibia. In: Borchardt D, ed. <i>Integrated
    Water Resources Management: Concept, Research and Implementation</i>. Springer
    ; 2016:683-717. doi:<a href="https://doi.org/10.1007/978-3-319-25071-7_26">https://doi.org/10.1007/978-3-319-25071-7_26</a>'
  apa: 'Lier, S., Brenda, M., Cornel, P., Deffner, J., Felmeden, J., Jokisch, A.,
    Kluge, T., Müller, K., Röhrig, J., Stibitz, V., &#38; Urban, W. (2016). From the
    Concept to the Tap - Integrated Water Resources Managment in Northern Namibia.
    In D. Borchardt (Ed.), <i>Integrated Water Resources Management: Concept, Research
    and Implementation</i> (pp. 683–717). Springer . <a href="https://doi.org/10.1007/978-3-319-25071-7_26">https://doi.org/10.1007/978-3-319-25071-7_26</a>'
  bjps: '<b>Lier S <i>et al.</i></b> (2016) From the Concept to the Tap - Integrated
    Water Resources Managment in Northern Namibia. In Borchardt D (ed.), <i>Integrated
    Water Resources Management: Concept, Research and Implementation</i>. Cham: Springer
    , pp. 683–717.'
  chicago: 'Lier, Stephan, Maria Brenda, Peter Cornel, Juta Deffner, Jörg Felmeden,
    Alexander Jokisch, Thomas Kluge, et al. “From the Concept to the Tap - Integrated
    Water Resources Managment in Northern Namibia.” In <i>Integrated Water Resources
    Management: Concept, Research and Implementation</i>, edited by Dietrich Borchardt,
    683–717. Cham: Springer , 2016. <a href="https://doi.org/10.1007/978-3-319-25071-7_26">https://doi.org/10.1007/978-3-319-25071-7_26</a>.'
  chicago-de: 'Lier, Stephan, Maria Brenda, Peter Cornel, Juta Deffner, Jörg Felmeden,
    Alexander Jokisch, Thomas Kluge, u. a. 2016. From the Concept to the Tap - Integrated
    Water Resources Managment in Northern Namibia. In: <i>Integrated Water Resources
    Management: Concept, Research and Implementation</i>, hg. von Dietrich Borchardt,
    683–717. Cham: Springer . doi:<a href="https://doi.org/10.1007/978-3-319-25071-7_26">https://doi.org/10.1007/978-3-319-25071-7_26</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;"><span style="font-variant:small-caps;">Lier,
    Stephan</span> ; <span style="font-variant:small-caps;">Brenda, Maria</span> ;
    <span style="font-variant:small-caps;">Cornel, Peter</span> ; <span style="font-variant:small-caps;">Deffner,
    Juta</span> ; <span style="font-variant:small-caps;">Felmeden, Jörg</span> ; <span
    style="font-variant:small-caps;">Jokisch, Alexander</span> ; <span style="font-variant:small-caps;">Kluge,
    Thomas</span> ; <span style="font-variant:small-caps;">Müller, Katherina</span>
    ; u. a.</span>: From the Concept to the Tap - Integrated Water Resources Managment
    in Northern Namibia. In: <span style="font-variant:small-caps;">Borchardt, D.</span>
    (Hrsg.): <i>Integrated Water Resources Management: Concept, Research and Implementation</i>.
    Cham : Springer , 2016, S. 683–717'
  havard: 'S. Lier, M. Brenda, P. Cornel, J. Deffner, J. Felmeden, A. Jokisch, T.
    Kluge, K. Müller, J. Röhrig, V. Stibitz, W. Urban, From the Concept to the Tap
    - Integrated Water Resources Managment in Northern Namibia, in: D. Borchardt (Ed.),
    Integrated Water Resources Management: Concept, Research and Implementation, Springer
    , Cham, 2016: pp. 683–717.'
  ieee: 'S. Lier <i>et al.</i>, “From the Concept to the Tap - Integrated Water Resources
    Managment in Northern Namibia,” in <i>Integrated Water Resources Management: Concept,
    Research and Implementation</i>, D. Borchardt, Ed. Cham: Springer , 2016, pp.
    683–717. doi: <a href="https://doi.org/10.1007/978-3-319-25071-7_26">https://doi.org/10.1007/978-3-319-25071-7_26</a>.'
  mla: 'Lier, Stephan, et al. “From the Concept to the Tap - Integrated Water Resources
    Managment in Northern Namibia.” <i>Integrated Water Resources Management: Concept,
    Research and Implementation</i>, edited by Dietrich Borchardt, Springer , 2016,
    pp. 683–717, <a href="https://doi.org/10.1007/978-3-319-25071-7_26">https://doi.org/10.1007/978-3-319-25071-7_26</a>.'
  short: 'S. Lier, M. Brenda, P. Cornel, J. Deffner, J. Felmeden, A. Jokisch, T. Kluge,
    K. Müller, J. Röhrig, V. Stibitz, W. Urban, in: D. Borchardt (Ed.), Integrated
    Water Resources Management: Concept, Research and Implementation, Springer , Cham,
    2016, pp. 683–717.'
  ufg: '<b>Lier, Stephan u. a.</b>: From the Concept to the Tap - Integrated Water
    Resources Managment in Northern Namibia, in: <i>Borchardt, Dietrich (Hg.)</i>:
    Integrated Water Resources Management: Concept, Research and Implementation, Cham
    2016,  S. 683–717.'
  van: 'Lier S, Brenda M, Cornel P, Deffner J, Felmeden J, Jokisch A, et al. From
    the Concept to the Tap - Integrated Water Resources Managment in Northern Namibia.
    In: Borchardt D, editor. Integrated Water Resources Management: Concept, Research
    and Implementation. Cham: Springer ; 2016. p. 683–717.'
date_created: 2023-06-30T06:30:28Z
date_updated: 2023-07-12T09:23:15Z
department:
- _id: DEP3021
doi: https://doi.org/10.1007/978-3-319-25071-7_26
editor:
- first_name: Dietrich
  full_name: Borchardt, Dietrich
  last_name: Borchardt
extern: '1'
keyword:
- Multi-resource-mix
- Rainwater and floodwater harvesting
- Solar-coupled groundwater desalination
- Sanitation and water reuse
- Transdisciplinarity
language:
- iso: eng
page: 683–717
place: Cham
publication: 'Integrated Water Resources Management: Concept, Research and Implementation'
publication_identifier:
  eisbn:
  - 978-3-319-25071-7
  isbn:
  - 978-3-319-79729-8
  - 978-3-319-25069-4
publication_status: published
publisher: 'Springer '
status: public
title: From the Concept to the Tap - Integrated Water Resources Managment in Northern
  Namibia
type: book_chapter
user_id: '83781'
year: '2016'
...
---
_id: '597'
abstract:
- lang: eng
  text: "This paper is aimed to discuss current research using data mining techniques
    and industry statistics in production environments. The general research approach
    is based on the idea of using data mining processes and techniques of industry
    statistics to find rare and hidden patterns behind failures of complex components.
    A case study will be applied to illustrate how the technique is carried out and
    where the limits of this approach occur. The case study deals with a component
    supplier of printing machines, which received an increasing number of client complaints,
    all related to one distinct problem. The observed failures seem to occur only
    among clients with very high quality standards. The affected component undergoes
    a very complex production process with several steps in different departments.
    Every single production unit records data information from multiple process variables
    and at different points in time. In the beginning there was no understanding of
    the failure causes in production at all. Therefore a huge amount of production
    data had to be analyzed to find the pattern that discloses the failure.\r\nThe
    data mining process starts with a first step in which the given data sets are
    prepared and then cleaned. Followed up by building a prediction model. The aim
    is to detect the root causes for failures and to predict potential failures in
    affected components. This paper shows how to use data mining to get the answer
    on pressing production failures.\r\n"
author:
- first_name: Eva
  full_name: Scheideler, Eva
  id: '61522'
  last_name: Scheideler
- first_name: Andrea
  full_name: Ahlemeyer-Stubbe, Andrea
  last_name: Ahlemeyer-Stubbe
citation:
  ama: 'Scheideler E, Ahlemeyer-Stubbe A. Data Mining: A Potential Detector to Find
    Failure in Complex Components. In: Padoano E, Villmer FJ, Department of Production
    Engineering and Management, Hochschule Ostwestfalen-Lippe, eds. <i>Production
    Engineering and Management : Proceedings, 5th International Conference, October
    1 and 2, 2015, Trieste, Italy</i>. Hochschule Ostwestfalen-Lippe; 2015:163-174.'
  apa: 'Scheideler, E., &#38; Ahlemeyer-Stubbe, A. (2015). Data Mining: A Potential
    Detector to Find Failure in Complex Components. In E. Padoano, F.-J. Villmer,
    Department of Production Engineering and Management, &#38; Hochschule Ostwestfalen-Lippe
    (Eds.), <i>Production engineering and management : proceedings, 5th international
    conference, October 1 and 2, 2015, Trieste, Italy</i> (Issue 1, pp. 163–174).
    Hochschule Ostwestfalen-Lippe.'
  bjps: '<b>Scheideler E and Ahlemeyer-Stubbe A</b> (2015) Data Mining: A Potential
    Detector to Find Failure in Complex Components. In Padoano E et al. (eds), <i>Production
    Engineering and Management : Proceedings, 5th International Conference, October
    1 and 2, 2015, Trieste, Italy</i>. Lemgo: Hochschule Ostwestfalen-Lippe, pp. 163–174.'
  chicago: 'Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Data Mining: A Potential
    Detector to Find Failure in Complex Components.” In <i>Production Engineering
    and Management : Proceedings, 5th International Conference, October 1 and 2, 2015,
    Trieste, Italy</i>, edited by Elio Padoano, Franz-Josef Villmer, Department of
    Production Engineering and Management, and Hochschule Ostwestfalen-Lippe, 163–74.
    Lemgo: Hochschule Ostwestfalen-Lippe, 2015.'
  chicago-de: 'Scheideler, Eva und Andrea Ahlemeyer-Stubbe. 2015. Data Mining: A Potential
    Detector to Find Failure in Complex Components. In: <i>Production engineering
    and management : proceedings, 5th international conference, October 1 and 2, 2015,
    Trieste, Italy</i>, hg. von Elio Padoano, Franz-Josef Villmer, Department of Production
    Engineering and Management, und Hochschule Ostwestfalen-Lippe, 163–174. Lemgo:
    Hochschule Ostwestfalen-Lippe.'
  din1505-2-1: '<span style="font-variant:small-caps;">Scheideler, Eva</span> ; <span
    style="font-variant:small-caps;">Ahlemeyer-Stubbe, Andrea</span>: Data Mining:
    A Potential Detector to Find Failure in Complex Components. In: <span style="font-variant:small-caps;">Padoano,
    E.</span> ; <span style="font-variant:small-caps;">Villmer, F.-J.</span> ; <span
    style="font-variant:small-caps;">Department of Production Engineering and Management</span>
    ; <span style="font-variant:small-caps;">Hochschule Ostwestfalen-Lippe</span>
    (Hrsg.): <i>Production engineering and management : proceedings, 5th international
    conference, October 1 and 2, 2015, Trieste, Italy</i>. Lemgo : Hochschule Ostwestfalen-Lippe,
    2015, S. 163–174'
  havard: 'E. Scheideler, A. Ahlemeyer-Stubbe, Data Mining: A Potential Detector to
    Find Failure in Complex Components, in: E. Padoano, F.-J. Villmer, Department
    of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.),
    Production Engineering and Management : Proceedings, 5th International Conference,
    October 1 and 2, 2015, Trieste, Italy, Hochschule Ostwestfalen-Lippe, Lemgo, 2015:
    pp. 163–174.'
  ieee: 'E. Scheideler and A. Ahlemeyer-Stubbe, “Data Mining: A Potential Detector
    to Find Failure in Complex Components,” in <i>Production engineering and management :
    proceedings, 5th international conference, October 1 and 2, 2015, Trieste, Italy</i>,
    Trieste, Italy, 2015, no. 1, pp. 163–174.'
  mla: 'Scheideler, Eva, and Andrea Ahlemeyer-Stubbe. “Data Mining: A Potential Detector
    to Find Failure in Complex Components.” <i>Production Engineering and Management :
    Proceedings, 5th International Conference, October 1 and 2, 2015, Trieste, Italy</i>,
    edited by Elio Padoano et al., no. 1, Hochschule Ostwestfalen-Lippe, 2015, pp.
    163–74.'
  short: 'E. Scheideler, A. Ahlemeyer-Stubbe, in: E. Padoano, F.-J. Villmer, Department
    of Production Engineering and Management, Hochschule Ostwestfalen-Lippe (Eds.),
    Production Engineering and Management : Proceedings, 5th International Conference,
    October 1 and 2, 2015, Trieste, Italy, Hochschule Ostwestfalen-Lippe, Lemgo, 2015,
    pp. 163–174.'
  ufg: '<b>Scheideler, Eva/Ahlemeyer-Stubbe, Andrea</b>: Data Mining: A Potential
    Detector to Find Failure in Complex Components, in: <i>Padoano, Elio u. a. (Hgg.)</i>:
    Production engineering and management : proceedings, 5th international conference,
    October 1 and 2, 2015, Trieste, Italy, Lemgo 2015,  S. 163–174.'
  van: 'Scheideler E, Ahlemeyer-Stubbe A. Data Mining: A Potential Detector to Find
    Failure in Complex Components. In: Padoano E, Villmer FJ, Department of Production
    Engineering and Management, Hochschule Ostwestfalen-Lippe, editors. Production
    engineering and management : proceedings, 5th international conference, October
    1 and 2, 2015, Trieste, Italy. Lemgo: Hochschule Ostwestfalen-Lippe; 2015. p.
    163–74.'
conference:
  end_date: 2015-10-02
  location: Trieste, Italy
  name: '5th International Conference "Production Engineering and Management" '
  start_date: 2015-10-01
corporate_editor:
- Department of Production Engineering and Management
- Hochschule Ostwestfalen-Lippe
date_created: 2019-02-19T07:15:57Z
date_updated: 2024-03-22T13:12:47Z
department:
- _id: DEP7000
- _id: DEP1306
editor:
- first_name: Elio
  full_name: Padoano, Elio
  last_name: Padoano
- first_name: Franz-Josef
  full_name: Villmer, Franz-Josef
  id: '14290'
  last_name: Villmer
issue: '1'
keyword:
- Data mining
- production failure
- multi-variant analysis
- multivariate process control
- predictive modelling
- case study
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf
oa: '1'
page: 163-174
place: Lemgo
publication: 'Production engineering and management : proceedings, 5th international
  conference, October 1 and 2, 2015, Trieste, Italy'
publication_identifier:
  isbn:
  - 978-3-941645-11-0
publication_status: published
publisher: Hochschule Ostwestfalen-Lippe
related_material:
  link:
  - relation: contains
    url: https://www.hs-owl.de/fileadmin/diman/Veroeffentlichungen/PEM_Tagung_zusammen2015.pdf
status: public
title: 'Data Mining: A Potential Detector to Find Failure in Complex Components'
type: conference
user_id: '83781'
year: '2015'
...
---
_id: '4371'
abstract:
- lang: eng
  text: 'A major challenge in modern data-centric medicine is the increasing amount
    of time-dependent data, which requires efficient user-friendly solutions for dealing
    with such data. To create an effective and efficient knowledge discovery process,
    it is important to support common data manipulation tasks by creating quick, responsive
    and intuitive interaction methods. In this paper we describe some methods for
    interactive longitudinal data visualization with focus on the usage of mobile
    multi-touch devices as interaction medium, based on our design and development
    experiences. We argue that when it comes to longitudinal data this device category
    offers remarkable additional interaction benefits compared to standard point-and-click
    desktop computer devices. An important advantage of multi-touch devices arises
    when interacting with particularly large longitudinal data sets: Complex, coupled
    interactions such as zooming into a region and scrolling around almost simultaneously
    is more easily achieved with the possibilities of a multi-touch device than compared
    to a regular mouse-based interaction device.'
author:
- first_name: Andreas
  full_name: Holzinger, Andreas
  last_name: Holzinger
- first_name: Michael
  full_name: Schwarz, Michael
  last_name: Schwarz
- first_name: Bernhard
  full_name: Ofner, Bernhard
  last_name: Ofner
- first_name: Fleur
  full_name: Jeanquartier, Fleur
  last_name: Jeanquartier
- first_name: Andre
  full_name: Calero-Valdez, Andre
  last_name: Calero-Valdez
- first_name: Carsten
  full_name: Röcker, Carsten
  id: '61525'
  last_name: Röcker
- first_name: Martina
  full_name: Ziefle, Martina
  last_name: Ziefle
citation:
  ama: 'Holzinger A, Schwarz M, Ofner B, et al. Towards Interactive Visualization
    of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.
    In: Teufel S, Min TA, You I, Weippl E, eds. <i> Availability, Reliability, and
    Security in Information Systems </i>. Vol 8708. Lecture Notes in Computer Science.
    Cham: Springer; 2014:124-137. doi:<a href="https://doi.org/10.1007/978-3-319-10975-6_9">10.1007/978-3-319-10975-6_9</a>'
  apa: 'Holzinger, A., Schwarz, M., Ofner, B., Jeanquartier, F., Calero-Valdez, A.,
    Röcker, C., &#38; Ziefle, M. (2014). Towards Interactive Visualization of Longitudinal
    Data to Support Knowledge Discovery on Multi-Touch Tablet Computers. In S. Teufel,
    T. A. Min, I. You, &#38; E. Weippl (Eds.), <i> Availability, Reliability, and
    Security in Information Systems </i> (Vol. 8708, pp. 124–137). Cham: Springer.
    <a href="https://doi.org/10.1007/978-3-319-10975-6_9">https://doi.org/10.1007/978-3-319-10975-6_9</a>'
  bjps: '<b>Holzinger A <i>et al.</i></b> (2014) Towards Interactive Visualization
    of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.
    In Teufel S et al. (eds), <i> Availability, Reliability, and Security in Information
    Systems </i>, vol. 8708. Cham: Springer, pp. 124–137.'
  chicago: 'Holzinger, Andreas, Michael Schwarz, Bernhard Ofner, Fleur Jeanquartier,
    Andre Calero-Valdez, Carsten Röcker, and Martina Ziefle. “Towards Interactive
    Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch
    Tablet Computers.” In <i> Availability, Reliability, and Security in Information
    Systems </i>, edited by Stephanie  Teufel, Tjoa A  Min, Ilsun  You, and Edgar  Weippl,
    8708:124–37. Lecture Notes in Computer Science. Cham: Springer, 2014. <a href="https://doi.org/10.1007/978-3-319-10975-6_9">https://doi.org/10.1007/978-3-319-10975-6_9</a>.'
  chicago-de: 'Holzinger, Andreas, Michael Schwarz, Bernhard Ofner, Fleur Jeanquartier,
    Andre Calero-Valdez, Carsten Röcker und Martina Ziefle. 2014. Towards Interactive
    Visualization of Longitudinal Data to Support Knowledge Discovery on Multi-Touch
    Tablet Computers. In: <i> Availability, Reliability, and Security in Information
    Systems </i>, hg. von Stephanie  Teufel, Tjoa A  Min, Ilsun  You, und Edgar  Weippl,
    8708:124–137. Lecture Notes in Computer Science. Cham: Springer. doi:<a href="https://doi.org/10.1007/978-3-319-10975-6_9,">10.1007/978-3-319-10975-6_9,</a>
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Holzinger, Andreas</span> ;
    <span style="font-variant:small-caps;">Schwarz, Michael</span> ; <span style="font-variant:small-caps;">Ofner,
    Bernhard</span> ; <span style="font-variant:small-caps;">Jeanquartier, Fleur</span>
    ; <span style="font-variant:small-caps;">Calero-Valdez, Andre</span> ; <span style="font-variant:small-caps;">Röcker,
    Carsten</span> ; <span style="font-variant:small-caps;">Ziefle, Martina</span>:
    Towards Interactive Visualization of Longitudinal Data to Support Knowledge Discovery
    on Multi-Touch Tablet Computers. In: <span style="font-variant:small-caps;">Teufel,
    S.</span> ; <span style="font-variant:small-caps;">Min, T. A.</span> ; <span style="font-variant:small-caps;">You,
    I.</span> ; <span style="font-variant:small-caps;">Weippl, E.</span> (Hrsg.):
    <i> Availability, Reliability, and Security in Information Systems </i>, <i>Lecture
    Notes in Computer Science</i>. Bd. 8708. Cham : Springer, 2014, S. 124–137'
  havard: 'A. Holzinger, M. Schwarz, B. Ofner, F. Jeanquartier, A. Calero-Valdez,
    C. Röcker, M. Ziefle, Towards Interactive Visualization of Longitudinal Data to
    Support Knowledge Discovery on Multi-Touch Tablet Computers, in: S. Teufel, T.A.
    Min, I. You, E. Weippl (Eds.),  Availability, Reliability, and Security in Information
    Systems , Springer, Cham, 2014: pp. 124–137.'
  ieee: A. Holzinger <i>et al.</i>, “Towards Interactive Visualization of Longitudinal
    Data to Support Knowledge Discovery on Multi-Touch Tablet Computers,” in <i> Availability,
    Reliability, and Security in Information Systems </i>, Fribourg, Switzerland,
    2014, vol. 8708, pp. 124–137.
  mla: Holzinger, Andreas, et al. “Towards Interactive Visualization of Longitudinal
    Data to Support Knowledge Discovery on Multi-Touch Tablet Computers.” <i> Availability,
    Reliability, and Security in Information Systems </i>, edited by Stephanie  Teufel
    et al., vol. 8708, Springer, 2014, pp. 124–37, doi:<a href="https://doi.org/10.1007/978-3-319-10975-6_9">10.1007/978-3-319-10975-6_9</a>.
  short: 'A. Holzinger, M. Schwarz, B. Ofner, F. Jeanquartier, A. Calero-Valdez, C.
    Röcker, M. Ziefle, in: S. Teufel, T.A. Min, I. You, E. Weippl (Eds.),  Availability,
    Reliability, and Security in Information Systems , Springer, Cham, 2014, pp. 124–137.'
  ufg: '<b>Holzinger, Andreas et. al. (2014)</b>: Towards Interactive Visualization
    of Longitudinal Data to Support Knowledge Discovery on Multi-Touch Tablet Computers,
    in: Stephanie  Teufel et. al. (Hgg.): <i> Availability, Reliability, and Security
    in Information Systems </i> (=<i>Lecture Notes in Computer Science 8708</i>),
    Cham, S. 124–137.'
  van: 'Holzinger A, Schwarz M, Ofner B, Jeanquartier F, Calero-Valdez A, Röcker C,
    et al. Towards Interactive Visualization of Longitudinal Data to Support Knowledge
    Discovery on Multi-Touch Tablet Computers. In: Teufel S, Min TA, You I, Weippl
    E, editors.  Availability, Reliability, and Security in Information Systems .
    Cham: Springer; 2014. p. 124–37. (Lecture Notes in Computer Science; vol. 8708).'
conference:
  end_date: 2014-09-12
  location: Fribourg, Switzerland
  name: 5 International Cross-Domain Conference, CD-ARES 2014 and 4th International
    Workshop on Security and Cognitive Informatics for Homeland Defense, SeCIHD 2014
  start_date: 2014-09-08
date_created: 2021-01-14T10:13:18Z
date_updated: 2023-03-15T13:49:52Z
department:
- _id: DEP5023
doi: 10.1007/978-3-319-10975-6_9
editor:
- first_name: 'Stephanie '
  full_name: 'Teufel, Stephanie '
  last_name: Teufel
- first_name: 'Tjoa A '
  full_name: 'Min, Tjoa A '
  last_name: Min
- first_name: 'Ilsun '
  full_name: 'You, Ilsun '
  last_name: You
- first_name: 'Edgar '
  full_name: 'Weippl, Edgar '
  last_name: Weippl
intvolume: '      8708'
keyword:
- Data Visualization
- Longitudinal Data
- Time Series
- Multi-Touch
- Mobile Computing
language:
- iso: eng
main_file_link:
- open_access: '1'
oa: '1'
page: 124 - 137
place: Cham
publication: ' Availability, Reliability, and Security in Information Systems '
publication_identifier:
  eisbn:
  - 978-3-319-10975-6
  isbn:
  - 978-3-319-10974-9
publication_status: published
publisher: Springer
series_title: Lecture Notes in Computer Science
status: public
title: Towards Interactive Visualization of Longitudinal Data to Support Knowledge
  Discovery on Multi-Touch Tablet Computers
type: conference
user_id: '15514'
volume: 8708
year: 2014
...
---
_id: '1436'
author:
- first_name: Fabian
  full_name: Denninger, Fabian
  last_name: Denninger
citation:
  ama: 'Denninger F. <i>Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”.</i> Lemgo: Hochschule Ostwestfalen-Lippe; 2008.'
  apa: 'Denninger, F. (2008). <i>Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”.</i> Lemgo: Hochschule Ostwestfalen-Lippe.'
  bjps: '<b>Denninger F</b> (2008) <i>Konzeption und Entwicklung eines multimedialen
    Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven
    Flash-Anwendung ‘Ökotouch’.</i> Lemgo: Hochschule Ostwestfalen-Lippe.'
  chicago: 'Denninger, Fabian. <i>Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”.</i> Lemgo: Hochschule Ostwestfalen-Lippe, 2008.'
  chicago-de: 'Denninger, Fabian. 2008. <i>Konzeption und Entwicklung eines multimedialen
    Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven
    Flash-Anwendung „Ökotouch“.</i> Lemgo: Hochschule Ostwestfalen-Lippe.'
  din1505-2-1: '<span style="font-variant:small-caps;">Denninger, Fabian</span>: <i>Konzeption
    und Entwicklung eines multimedialen Informationssystems auf Basis von Multitouch-Technologie
    am Beispiel der interaktiven Flash-Anwendung „Ökotouch“.</i> Lemgo : Hochschule
    Ostwestfalen-Lippe, 2008'
  havard: F. Denninger, Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”., Hochschule Ostwestfalen-Lippe, Lemgo, 2008.
  ieee: 'F. Denninger, <i>Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”.</i> Lemgo: Hochschule Ostwestfalen-Lippe, 2008.'
  mla: Denninger, Fabian. <i>Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”.</i> Hochschule Ostwestfalen-Lippe, 2008.
  short: F. Denninger, Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”., Hochschule Ostwestfalen-Lippe, Lemgo, 2008.
  ufg: '<b>Denninger, Fabian (2008)</b>: Konzeption und Entwicklung eines multimedialen
    Informationssystems auf Basis von Multitouch-Technologie am Beispiel der interaktiven
    Flash-Anwendung „Ökotouch“., Lemgo.'
  van: 'Denninger F. Konzeption und Entwicklung eines multimedialen Informationssystems
    auf Basis von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung
    “Ökotouch”. Lemgo: Hochschule Ostwestfalen-Lippe; 2008. 134 p.'
date_created: 2019-06-12T09:18:56Z
date_updated: 2023-03-15T13:49:36Z
ddc:
- '004'
department:
- _id: DEP2001
keyword:
- Multi-Touch
- Multitouch Multitouch
language:
- iso: ger
page: '134'
place: Lemgo
publication_status: published
publisher: Hochschule Ostwestfalen-Lippe
status: public
supervisor:
- first_name: Guido
  full_name: Falkemeier, Guido
  id: '29084'
  last_name: Falkemeier
title: Konzeption und Entwicklung eines multimedialen Informationssystems auf Basis
  von Multitouch-Technologie am Beispiel der interaktiven Flash-Anwendung "Ökotouch".
type: bachelor_thesis
user_id: '45673'
year: 2008
...
