---
_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: '486'
abstract:
- lang: eng
  text: Growing market demands on enterprises and the resulting challenges for their
    organization have been discussed for many years now. The flexibilty and mutability
    of an enterprise are thereby considered as a significant factor for success.
author:
- first_name: Gert
  full_name: Zülch, Gert
  last_name: Zülch
- first_name: Thilo Gerhard
  full_name: Gamber, Thilo Gerhard
  id: '71451'
  last_name: Gamber
- first_name: Patricia
  full_name: Stock, Patricia
  last_name: Stock
citation:
  ama: 'Zülch G, Gamber TG, Stock P. Methodology for the Analysis of Simulation-Based
    Decision-Making in the Manufacturing Area. In: Olhager J, Persson F, eds. <i>Advances
    in Production Management Systems</i>. New York: Springer; 2007:337-344.'
  apa: 'Zülch, G., Gamber, T. G., &#38; Stock, P. (2007). Methodology for the Analysis
    of Simulation-Based Decision-Making in the Manufacturing Area. In J. Olhager &#38;
    F. Persson (Eds.), <i>Advances in Production Management Systems</i> (pp. 337–344).
    New York: Springer.'
  bjps: '<b>Zülch G, Gamber TG and Stock P</b> (2007) Methodology for the Analysis
    of Simulation-Based Decision-Making in the Manufacturing Area. In Olhager J and
    Persson F (eds), <i>Advances in Production Management Systems</i>. New York: Springer,
    pp. 337–344.'
  chicago: 'Zülch, Gert, Thilo Gerhard Gamber, and Patricia Stock. “Methodology for
    the Analysis of Simulation-Based Decision-Making in the Manufacturing Area.” In
    <i>Advances in Production Management Systems</i>, edited by Jan Olhager and Fredrik
    Persson, 337–44. New York: Springer, 2007.'
  chicago-de: 'Zülch, Gert, Thilo Gerhard Gamber und Patricia Stock. 2007. Methodology
    for the Analysis of Simulation-Based Decision-Making in the Manufacturing Area.
    In: <i>Advances in Production Management Systems</i>, hg. von Jan Olhager und
    Fredrik Persson, 337–344. New York: Springer.'
  din1505-2-1: '<span style="font-variant:small-caps;">Zülch, Gert</span> ; <span
    style="font-variant:small-caps;">Gamber, Thilo Gerhard</span> ; <span style="font-variant:small-caps;">Stock,
    Patricia</span>: Methodology for the Analysis of Simulation-Based Decision-Making
    in the Manufacturing Area. In: <span style="font-variant:small-caps;">Olhager,
    J.</span> ; <span style="font-variant:small-caps;">Persson, F.</span> (Hrsg.):
    <i>Advances in Production Management Systems</i>. New York : Springer, 2007, S. 337–344'
  havard: 'G. Zülch, T.G. Gamber, P. Stock, Methodology for the Analysis of Simulation-Based
    Decision-Making in the Manufacturing Area, in: J. Olhager, F. Persson (Eds.),
    Advances in Production Management Systems, Springer, New York, 2007: pp. 337–344.'
  ieee: G. Zülch, T. G. Gamber, and P. Stock, “Methodology for the Analysis of Simulation-Based
    Decision-Making in the Manufacturing Area,” in <i>Advances in Production Management
    Systems</i>, Linköping, 2007, pp. 337–344.
  mla: Zülch, Gert, et al. “Methodology for the Analysis of Simulation-Based Decision-Making
    in the Manufacturing Area.” <i>Advances in Production Management Systems</i>,
    edited by Jan Olhager and Fredrik Persson, Springer, 2007, pp. 337–44.
  short: 'G. Zülch, T.G. Gamber, P. Stock, in: J. Olhager, F. Persson (Eds.), Advances
    in Production Management Systems, Springer, New York, 2007, pp. 337–344.'
  ufg: '<b>Zülch, Gert et. al. (2007)</b>: Methodology for the Analysis of Simulation-Based
    Decision-Making in the Manufacturing Area, in: Jan Olhager/Fredrik Persson (Hgg.):
    <i>Advances in Production Management Systems</i>, New York, S. 337–344.'
  van: 'Zülch G, Gamber TG, Stock P. Methodology for the Analysis of Simulation-Based
    Decision-Making in the Manufacturing Area. In: Olhager J, Persson F, editors.
    Advances in Production Management Systems. New York: Springer; 2007. p. 337–44.'
conference:
  end_date: 2007-09-19
  location: Linköping
  name: International IFIP TC 5, WG 5.7 Conference on Advances in Production Management
    Systems (APMS 2007)
  start_date: 2007-09-17
date_created: 2019-01-30T07:51:48Z
date_updated: 2023-03-15T13:49:56Z
editor:
- first_name: Jan
  full_name: Olhager, Jan
  last_name: Olhager
- first_name: Fredrik
  full_name: Persson, Fredrik
  last_name: Persson
extern: '1'
keyword:
- production planning and control
- decision-making system
- personnel-oriented simulation
language:
- iso: eng
page: 337-344
place: New York
publication: Advances in Production Management Systems
publication_identifier:
  isbn:
  - 978-0-387-74157-4
publication_status: published
publisher: Springer
status: public
title: Methodology for the Analysis of Simulation-Based Decision-Making in the Manufacturing
  Area
type: conference
user_id: '74004'
year: 2007
...