---
_id: '7147'
abstract:
- lang: eng
  text: "Purpose: Industry 4.0 technologies influence how production is planned, scheduled,
    and controlled. In literature, different classifications of the tasks and functions
    of production planning and control (PPC) exist, of which one is the German Aachen
    PPC model. This research aims to identify and classify current Industry 4.0 approaches
    for planning and controlling production processes and to reveal researched and
    unexplored areas of the model.\r\n\r\nDesign/methodology/approach: In an exploratory
    literature review, we review and classify 48 publications on a full-text basis
    with the Aachen PPC model's tasks and functions. Two cluster analyses reveal researched
    and unexplored tasks and functions of the Aachen PPC model. Additionally, we give
    a summary of each reviewed publication.\r\n\r\nFindings: We propose a cyber-physical
    PPC architecture, which incorporates current Industry 4.0 technologies, current
    optimization methods, optimization objectives, and disturbances relevant for realizing
    a PPC system in a smart factory. Current approaches focus on the in-house PPC,
    particularly on the control using real-time information from the shop floor. We
    propose future research directions for the unexplored tasks and functions of the
    Aachen PPC model.\r\n\r\nResearch limitations/implications: The selection of search
    terms and the texts' interpretation is based on an individual assessment. The
    revelation of unexplored tasks and functions of the Aachen PPC model might have
    a different outcome if the search term combination is parameterized differently.\r\n\r\nOriginality/value:
    Using the Aachen PPC model, which holistically models PPC, the findings give comprehensive
    insights into the current advances of tools, methods, and challenges relevant
    to planning and controlling production processes under Industry 4.0."
article_number: 4-30
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: Thilo
  full_name: Gamber, Thilo
  id: '71451'
  last_name: Gamber
citation:
  ama: 'Herrmann JP, Tackenberg S, Padoano E, Gamber T. Approaches of production planning
    and control under industry 4.0: A literature review. <i>Journal of Industrial
    Engineering and Management</i>. 2022;15(1). doi:<a href="http://dx.doi.org/10.3926/jiem.3582">http://dx.doi.org/10.3926/jiem.3582</a>'
  apa: 'Herrmann, J.-P., Tackenberg, S., Padoano, E., &#38; Gamber, T. (2022). Approaches
    of production planning and control under industry 4.0: A literature review. <i>Journal
    of Industrial Engineering and Management</i>, <i>15</i>(1), Article 4–30. <a href="http://dx.doi.org/10.3926/jiem.3582">http://dx.doi.org/10.3926/jiem.3582</a>'
  bjps: '<b>Herrmann J-P <i>et al.</i></b> (2022) Approaches of Production Planning
    and Control under Industry 4.0: A Literature Review. <i>Journal of Industrial
    Engineering and Management</i> <b>15</b>.'
  chicago: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano, and Thilo Gamber.
    “Approaches of Production Planning and Control under Industry 4.0: A Literature
    Review.” <i>Journal of Industrial Engineering and Management</i> 15, no. 1 (2022).
    <a href="http://dx.doi.org/10.3926/jiem.3582">http://dx.doi.org/10.3926/jiem.3582</a>.'
  chicago-de: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano und Thilo Gamber.
    2022. Approaches of production planning and control under industry 4.0: A literature
    review. <i>Journal of Industrial Engineering and Management</i> 15, Nr. 1. doi:<a
    href="http://dx.doi.org/10.3926/jiem.3582">http://dx.doi.org/10.3926/jiem.3582</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;">Gamber, Thilo</span>: Approaches
    of production planning and control under industry 4.0: A literature review. In:
    <i>Journal of Industrial Engineering and Management</i> Bd. 15. Barcelona‎,  OmniaScience
    (2022), Nr. 1'
  havard: 'J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, Approaches of production
    planning and control under industry 4.0: A literature review, Journal of Industrial
    Engineering and Management. 15 (2022).'
  ieee: 'J.-P. Herrmann, S. Tackenberg, E. Padoano, and T. Gamber, “Approaches of
    production planning and control under industry 4.0: A literature review,” <i>Journal
    of Industrial Engineering and Management</i>, vol. 15, no. 1, Art. no. 4–30, 2022,
    doi: <a href="http://dx.doi.org/10.3926/jiem.3582">http://dx.doi.org/10.3926/jiem.3582</a>.'
  mla: 'Herrmann, Jan-Phillip, et al. “Approaches of Production Planning and Control
    under Industry 4.0: A Literature Review.” <i>Journal of Industrial Engineering
    and Management</i>, vol. 15, no. 1, 4–30, 2022, <a href="http://dx.doi.org/10.3926/jiem.3582">http://dx.doi.org/10.3926/jiem.3582</a>.'
  short: J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, Journal of Industrial
    Engineering and Management 15 (2022).
  ufg: '<b>Herrmann, Jan-Phillip u. a.</b>: Approaches of production planning and
    control under industry 4.0: A literature review, in: <i>Journal of Industrial
    Engineering and Management</i> 15 (2022), H. 1.'
  van: 'Herrmann JP, Tackenberg S, Padoano E, Gamber T. Approaches of production planning
    and control under industry 4.0: A literature review. Journal of Industrial Engineering
    and Management. 2022;15(1).'
date_created: 2022-03-22T10:01:45Z
date_updated: 2024-08-05T08:46:11Z
department:
- _id: DEP7020
- _id: DEP1305
doi: http://dx.doi.org/10.3926/jiem.3582
intvolume: '        15'
issue: '1'
keyword:
- Production planning and control
- Industry 4.0
- Industrial Internet of Things
- Exploratory literature review
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: http://www.jiem.org/index.php/jiem/article/view/3582/996
oa: '1'
place: Barcelona‎
publication: Journal of Industrial Engineering and Management
publication_identifier:
  eissn:
  - 2013-0953
  issn:
  - 2013-8423
publication_status: published
publisher: ' OmniaScience'
quality_controlled: '1'
status: public
title: 'Approaches of production planning and control under industry 4.0: A literature
  review'
type: scientific_journal_article
user_id: '83781'
volume: 15
year: '2022'
...
---
_id: '7033'
abstract:
- lang: eng
  text: Industry 4.0 technologies influence how production is planned, scheduled,
    and controlled. In literature, different classifications of the tasks and functions
    of production planning and control (PPC) exist, of which one is the German Aachen
    PPC model. This paper conducts an exploratory literature review by reviewing 48
    publications on a full-text basis. Based on the review, a cyber-physical PPC architecture
    is proposed, which incorporates current Industry 4.0 technologies, current optimisation
    methods, optimisation objectives, and disturbances, relevant for the realisation
    of a PPC system in a smart factory. A classification scheme is developed as a
    basis for two cluster analyses that reveal researched and unexplored tasks and
    functions of the Aachen PPC model. Current approaches focus on the in-house PPC,
    particularly on the control using real-time information from the shop floor. Future
    research directions are proposed for the unexplored tasks and functions of the
    Aachen PPC model.
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: Thilo
  full_name: Gamber, Thilo
  id: '71451'
  last_name: Gamber
citation:
  ama: Herrmann JP, Tackenberg S, Padoano E, Gamber T. A literature review and cluster
    analysis of the Aachen production planning and control model under Industry 4.0.
    <i>Procedia Computer Science</i>. 2021;180:208-218. doi:<a href="https://doi.org/10.1016/j.procs.2021.01.158">10.1016/j.procs.2021.01.158</a>
  apa: Herrmann, J.-P., Tackenberg, S., Padoano, E., &#38; Gamber, T. (2021). A literature
    review and cluster analysis of the Aachen production planning and control model
    under Industry 4.0. <i>Procedia Computer Science</i>, <i>180</i>, 208–218. <a
    href="https://doi.org/10.1016/j.procs.2021.01.158">https://doi.org/10.1016/j.procs.2021.01.158</a>
  bjps: <b>Herrmann J-P <i>et al.</i></b> (2021) A Literature Review and Cluster Analysis
    of the Aachen Production Planning and Control Model under Industry 4.0. <i>Procedia
    Computer Science</i> <b>180</b>, 208–218.
  chicago: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano, and Thilo Gamber.
    “A Literature Review and Cluster Analysis of the Aachen Production Planning and
    Control Model under Industry 4.0.” <i>Procedia Computer Science</i> 180 (2021):
    208–18. <a href="https://doi.org/10.1016/j.procs.2021.01.158">https://doi.org/10.1016/j.procs.2021.01.158</a>.'
  chicago-de: 'Herrmann, Jan-Phillip, Sven Tackenberg, Elio Padoano und Thilo Gamber.
    2021. A literature review and cluster analysis of the Aachen production planning
    and control model under Industry 4.0. <i>Procedia Computer Science</i> 180: 208–218.
    doi:<a href="https://doi.org/10.1016/j.procs.2021.01.158">10.1016/j.procs.2021.01.158</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;">Gamber, Thilo</span>: A literature
    review and cluster analysis of the Aachen production planning and control model
    under Industry 4.0. In: <i>Procedia Computer Science</i> Bd. 180, Elsevier (2021),
    S. 208–218'
  havard: J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, A literature review
    and cluster analysis of the Aachen production planning and control model under
    Industry 4.0, Procedia Computer Science. 180 (2021) 208–218.
  ieee: 'J.-P. Herrmann, S. Tackenberg, E. Padoano, and T. Gamber, “A literature review
    and cluster analysis of the Aachen production planning and control model under
    Industry 4.0,” <i>Procedia Computer Science</i>, vol. 180, pp. 208–218, 2021,
    doi: <a href="https://doi.org/10.1016/j.procs.2021.01.158">10.1016/j.procs.2021.01.158</a>.'
  mla: Herrmann, Jan-Phillip, et al. “A Literature Review and Cluster Analysis of
    the Aachen Production Planning and Control Model under Industry 4.0.” <i>Procedia
    Computer Science</i>, vol. 180, 2021, pp. 208–18, <a href="https://doi.org/10.1016/j.procs.2021.01.158">https://doi.org/10.1016/j.procs.2021.01.158</a>.
  short: J.-P. Herrmann, S. Tackenberg, E. Padoano, T. Gamber, Procedia Computer Science
    180 (2021) 208–218.
  ufg: '<b>Herrmann, Jan-Phillip u. a.</b>: A literature review and cluster analysis
    of the Aachen production planning and control model under Industry 4.0, in: <i>Procedia
    Computer Science</i> 180 (2021),  S. 208–218.'
  van: Herrmann JP, Tackenberg S, Padoano E, Gamber T. A literature review and cluster
    analysis of the Aachen production planning and control model under Industry 4.0.
    Procedia Computer Science. 2021;180:208–18.
date_created: 2022-02-08T14:43:59Z
date_updated: 2024-08-05T08:48:34Z
department:
- _id: DEP7020
- _id: DEP1305
doi: 10.1016/j.procs.2021.01.158
intvolume: '       180'
keyword:
- Production planning
- control
- Industry 4.0
- Industrial Internet of Things
- Exploratory literature review
language:
- iso: eng
page: 208-218
publication: Procedia Computer Science
publication_identifier:
  issn:
  - 1877-0509
publication_status: published
publisher: Elsevier
status: public
title: A literature review and cluster analysis of the Aachen production planning
  and control model under Industry 4.0
type: journal_article
user_id: '83781'
volume: 180
year: '2021'
...
---
_id: '6908'
abstract:
- lang: eng
  text: Es liegt auf der Hand, dass eine digitale Unterstützung von Planungs- und
    Beteiligungsverfahren in vielfacher Hinsicht enorme Vorteile bietet. So können
    mittels moderner, digitaler Partizpationsplattformen Prozessbeteiligte orts- und
    zeitunabhängig an städtebaulichen Ideenfindungs- und Bewertungsverfahren teilnehmen
    und ihre Gedanken, Meinungen und Vorschläge mit anderen teilen und diskutieren.
    Seit einigen Jahren stehen hierfür eine Reihe adaptierbarer Softwareprodukte zur
    Verfügung, z. B. Consul, ein community-basiertes Opensource-Projekt der Consul
    Democracy Foundation auf GitHub, die proprietäre Software citizenLab des gleichnamigen
    belgischen Unternehmens, oder dem neuseeländischen Pendant Loomio der Loomio Cooperative
    Ltd. und viele weitere. Der webbasierte Zugang ermöglicht dabei nicht nur eine
    potenzielle Reichweitensteigerung an Teilnehmenden und die schnelle Verlinkung
    zu anderen digitalen Inhalten bzw. Medien, sondern erleichtert auch die statistische
    Informationsauswertung und die mediale wie inhaltliche Dokumentation des Gesamtprozesses.
    Aktuelle Softwarelösungen sind dabei als anwenderfreundliches Baukastensystem
    konzipiert, das je nach Anwendungsfall individuell, modular und ohne Programmierkenntnisse
    zusammengesetzt werden kann. Die zuschaltbaren Module reichen von einfachen Formularmasken
    über interaktive Karten-Tools, MindMaps und Umfragen bis hin zu integrierten Video-Chat-Funktionen
    und kollaborativen Whiteboards. Zukünftig ist davon auszugehen, dass die modulare
    Struktur und die enorm vielfältigen Einsatzgebiete dieser Softwarelösungen zunehmend
    auch KI-gestützte Funktionen als neue Features enthalten werden bzw. im Baukasten
    bestehende Module optimieren oder ablösen werden. Die Gründe hierfür liegen größtenteils
    im disruptiven Fortschritt der Softwarentwicklung. Andererseits darf aber auch
    erwogen werden, ob nicht doch häufig beobachtete Hemmnisse oder Probleme bisheriger
    Partizipationsverfahren ggf. durch den unterstützenden Einsatz von KI auch abgebaut
    oder verringert werden könnten. Beide Perspektiven stellen für sich genommen schon
    sehr breite Grundlagenforschungsfelder dar, die insbesondere durch die noch hinzukommenden
    Aspekte der Technologieakzeptanz enorm komplex werden können. Da aber die technologische
    Hürde zur Umsetzung einfacher Software-Prototypen durch die Vielzahl zur Verfügung
    stehender Opensource-Tools sehr niedrig ist, entwickelte der Forschungsschwerpunkt
    nextPlace der Technischen Hochschule Ostwestfalen-Lippe zunächst eine allererste,
    prototypische Hardware-Software-Applikation, um - im Sinne eines Proof-of-Concept
    – die Relevanz und Aufwände tiefergehender Forschungs- und Entwicklungsarbeiten
    abschätzen zu können. Folglich stellen die nachfolgenden Ausführungen einen technischen
    Erfahrungsbericht der ersten Entwicklungsschritte dar, um einen einfachen, kostengünstigen
    und experimentellen Zugang in dieses noch recht junge Forschungsfeld nachvollziehbar
    zu machen.
author:
- first_name: Carsten
  full_name: Oldenburg, Carsten
  id: '75372'
  last_name: Oldenburg
- first_name: Axel
  full_name: Häusler, Axel
  id: '61520'
  last_name: Häusler
  orcid: 0009-0001-8565-8199
citation:
  ama: 'Oldenburg C, Häusler A. KI-gestützter Wordcloud-Generator für Beteiligungsprozesse.
    In: Schrenk M, Popovich VV, Zeile P, et al., eds. <i>  REAL CORP 2021: Cities
    20.50, Creating Habitats for the 3rd Millennium, Smart - Sustainable - Climate
    Neutral : Proceedings of 26th International Conference on Urban Planning, Regional
    Development and Information Society</i>. ; 2021:481-487. doi:<a href="https://doi.org/10.48494/REALCORP2021.1116">10.48494/REALCORP2021.1116</a>'
  apa: 'Oldenburg, C., &#38; Häusler, A. (2021). KI-gestützter Wordcloud-Generator
    für Beteiligungsprozesse. In M. Schrenk, V. V. Popovich, P. Zeile, P. Elisei,
    C. Beyer, J. Ryser, G. Stöglehner, &#38; CORP – Competence Center of Urban and
    Regional Planning (Eds.), <i>  REAL CORP 2021: Cities 20.50, creating habitats
    for the 3rd millennium, smart - sustainable - climate neutral : proceedings of
    26th International Conference on Urban Planning, Regional Development and Information
    Society</i> (pp. 481–487). <a href="https://doi.org/10.48494/REALCORP2021.1116">https://doi.org/10.48494/REALCORP2021.1116</a>'
  bjps: '<b>Oldenburg C and Häusler A</b> (2021) KI-Gestützter Wordcloud-Generator
    Für Beteiligungsprozesse. In Schrenk M et al. (eds), <i>  REAL CORP 2021: Cities
    20.50, Creating Habitats for the 3rd Millennium, Smart - Sustainable - Climate
    Neutral : Proceedings of 26th International Conference on Urban Planning, Regional
    Development and Information Society</i>. Wien, pp. 481–487.'
  chicago: 'Oldenburg, Carsten, and Axel Häusler. “KI-Gestützter Wordcloud-Generator
    Für Beteiligungsprozesse.” In <i>  REAL CORP 2021: Cities 20.50, Creating Habitats
    for the 3rd Millennium, Smart - Sustainable - Climate Neutral : Proceedings of
    26th International Conference on Urban Planning, Regional Development and Information
    Society</i>, edited by Mnafred Schrenk, Vasily V. Popovich, Peter Zeile, Pietro
    Elisei, Clemens Beyer, Judith Ryser, Gernot Stöglehner, and CORP – Competence
    Center of Urban and Regional Planning, 481–87. Wien, 2021. <a href="https://doi.org/10.48494/REALCORP2021.1116">https://doi.org/10.48494/REALCORP2021.1116</a>.'
  chicago-de: 'Oldenburg, Carsten und Axel Häusler. 2021. KI-gestützter Wordcloud-Generator
    für Beteiligungsprozesse. In: <i>  REAL CORP 2021: Cities 20.50, creating habitats
    for the 3rd millennium, smart - sustainable - climate neutral : proceedings of
    26th International Conference on Urban Planning, Regional Development and Information
    Society</i>, hg. von Mnafred Schrenk, Vasily V. Popovich, Peter Zeile, Pietro
    Elisei, Clemens Beyer, Judith Ryser, Gernot Stöglehner, und CORP – Competence
    Center of Urban and Regional Planning, 481–487. Wien. doi:<a href="https://doi.org/10.48494/REALCORP2021.1116">10.48494/REALCORP2021.1116</a>,
    .'
  din1505-2-1: '<span style="font-variant:small-caps;">Oldenburg, Carsten</span> ;
    <span style="font-variant:small-caps;">Häusler, Axel</span>: KI-gestützter Wordcloud-Generator
    für Beteiligungsprozesse. In: <span style="font-variant:small-caps;">Schrenk,
    M.</span> ; <span style="font-variant:small-caps;">Popovich, V. V.</span> ; <span
    style="font-variant:small-caps;">Zeile, P.</span> ; <span style="font-variant:small-caps;">Elisei,
    P.</span> ; <span style="font-variant:small-caps;">Beyer, C.</span> ; <span style="font-variant:small-caps;">Ryser,
    J.</span> ; <span style="font-variant:small-caps;">Stöglehner, G.</span> ; <span
    style="font-variant:small-caps;">CORP – Competence Center of Urban and Regional
    Planning</span> (Hrsg.): <i>  REAL CORP 2021: Cities 20.50, creating habitats
    for the 3rd millennium, smart - sustainable - climate neutral : proceedings of
    26th International Conference on Urban Planning, Regional Development and Information
    Society</i>. Wien, 2021, S. 481–487'
  havard: 'C. Oldenburg, A. Häusler, KI-gestützter Wordcloud-Generator für Beteiligungsprozesse,
    in: M. Schrenk, V.V. Popovich, P. Zeile, P. Elisei, C. Beyer, J. Ryser, G. Stöglehner,
    CORP – Competence Center of Urban and Regional Planning (Eds.),   REAL CORP 2021:
    Cities 20.50, Creating Habitats for the 3rd Millennium, Smart - Sustainable -
    Climate Neutral : Proceedings of 26th International Conference on Urban Planning,
    Regional Development and Information Society, Wien, 2021: pp. 481–487.'
  ieee: 'C. Oldenburg and A. Häusler, “KI-gestützter Wordcloud-Generator für Beteiligungsprozesse,”
    in <i>  REAL CORP 2021: Cities 20.50, creating habitats for the 3rd millennium,
    smart - sustainable - climate neutral : proceedings of 26th International Conference
    on Urban Planning, Regional Development and Information Society</i>, M. Schrenk,
    V. V. Popovich, P. Zeile, P. Elisei, C. Beyer, J. Ryser, G. Stöglehner, and CORP
    – Competence Center of Urban and Regional Planning, Eds. Wien, 2021, pp. 481–487.
    doi: <a href="https://doi.org/10.48494/REALCORP2021.1116">10.48494/REALCORP2021.1116</a>.'
  mla: 'Oldenburg, Carsten, and Axel Häusler. “KI-Gestützter Wordcloud-Generator Für
    Beteiligungsprozesse.” <i>  REAL CORP 2021: Cities 20.50, Creating Habitats for
    the 3rd Millennium, Smart - Sustainable - Climate Neutral : Proceedings of 26th
    International Conference on Urban Planning, Regional Development and Information
    Society</i>, edited by Mnafred Schrenk et al., 2021, pp. 481–87, <a href="https://doi.org/10.48494/REALCORP2021.1116">https://doi.org/10.48494/REALCORP2021.1116</a>.'
  short: 'C. Oldenburg, A. Häusler, in: M. Schrenk, V.V. Popovich, P. Zeile, P. Elisei,
    C. Beyer, J. Ryser, G. Stöglehner, CORP – Competence Center of Urban and Regional
    Planning (Eds.),   REAL CORP 2021: Cities 20.50, Creating Habitats for the 3rd
    Millennium, Smart - Sustainable - Climate Neutral : Proceedings of 26th International
    Conference on Urban Planning, Regional Development and Information Society, Wien,
    2021, pp. 481–487.'
  ufg: '<b>Oldenburg, Carsten/Häusler, Axel</b>: KI-gestützter Wordcloud-Generator
    für Beteiligungsprozesse, in: <i>Schrenk, Mnafred u. a. (Hgg.)</i>:   REAL CORP
    2021: Cities 20.50, creating habitats for the 3rd millennium, smart - sustainable
    - climate neutral : proceedings of 26th International Conference on Urban Planning,
    Regional Development and Information Society, Wien 2021,  S. 481–487.'
  van: 'Oldenburg C, Häusler A. KI-gestützter Wordcloud-Generator für Beteiligungsprozesse.
    In: Schrenk M, Popovich VV, Zeile P, Elisei P, Beyer C, Ryser J, et al., editors.
      REAL CORP 2021: Cities 2050, creating habitats for the 3rd millennium, smart
    - sustainable - climate neutral : proceedings of 26th International Conference
    on Urban Planning, Regional Development and Information Society. Wien; 2021. p.
    481–7.'
conference:
  end_date: 2021-10-10
  location: Wien
  name: 26. REAL CORP - International Conference on Urban Planning and Regional Development
    in the Information Society
  start_date: 2021-10-07
corporate_editor:
- CORP – Competence Center of Urban and Regional Planning
date_created: 2021-12-16T10:47:01Z
date_updated: 2024-12-04T12:56:15Z
department:
- _id: DEP1055
- _id: DEP1028
doi: 10.48494/REALCORP2021.1116
editor:
- first_name: Mnafred
  full_name: Schrenk, Mnafred
  last_name: Schrenk
- first_name: Vasily V.
  full_name: Popovich, Vasily V.
  last_name: Popovich
- first_name: Peter
  full_name: Zeile, Peter
  last_name: Zeile
- first_name: Pietro
  full_name: Elisei, Pietro
  last_name: Elisei
- first_name: Clemens
  full_name: Beyer, Clemens
  last_name: Beyer
- first_name: Judith
  full_name: Ryser, Judith
  last_name: Ryser
- first_name: Gernot
  full_name: Stöglehner, Gernot
  last_name: Stöglehner
keyword:
- Data Visualisation
- Participation
- Speech Recognition
- Artificial Intelligence
- Internet of Things
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://www.corp.at/archive/CORP2021_116.pdf
oa: '1'
page: 481-487
place: Wien
publication: "\t REAL CORP 2021: Cities 20.50, creating habitats for the 3rd millennium,
  smart - sustainable - climate neutral : proceedings of 26th International Conference
  on Urban Planning, Regional Development and Information Society"
publication_identifier:
  isbn:
  - 978-3-9504945-0-1
publication_status: published
quality_controlled: '1'
related_material:
  link:
  - relation: confirmation
    url: https://www.corp.at/archive/CORP2021_116.pdf
status: public
title: KI-gestützter Wordcloud-Generator für Beteiligungsprozesse
type: book_chapter
user_id: '83781'
year: '2021'
...
---
_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
...