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  • A conceptual framework for ... A conceptual framework for smart production planning and control in Industry 4.0
    Cañas, Héctor; Mula, Josefa; Campuzano-Bolarín, Francisco ... Computers & industrial engineering, November 2022, 2022-11-00, Volume: 173
    Journal Article
    Peer reviewed
    Open access

    •To address the main concepts of production planning and control (PPC) systems.•To review reference architectures for PPC.•To identify the impact of Industry 4.0 technologies on a smart PPC ...
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  • The use of reinforcement le... The use of reinforcement learning for material flow control: An assessment by simulation
    He, Zhiliang; Thürer, Matthias; Zhou, Wanling International journal of production economics, August 2024, 2024-08-00, Volume: 274
    Journal Article
    Peer reviewed
    Open access

    One of the main objectives of Material Flow Control (MFC) is to ensure delivery performance. Traditional MFC realizes this through independent decisions at two levels: order release and production ...
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  • Designing production planni... Designing production planning and control in smart manufacturing
    Kasper, Arno; Land, Martin; Bertrand, Will ... Computers in industry, August 2024, 2024-08-00, Volume: 159-160
    Journal Article
    Peer reviewed
    Open access

    To make manufacturing technology productive, manufacturers rely on a production planning and control (PPC) framework that plans ahead and monitors ongoing transformation processes. The design of an ...
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  • Machine learning applied in... Machine learning applied in production planning and control: a state-of-the-art in the era of industry 4.0
    Usuga Cadavid, Juan Pablo; Lamouri, Samir; Grabot, Bernard ... Journal of intelligent manufacturing, 08/2020, Volume: 31, Issue: 6
    Journal Article
    Peer reviewed
    Open access

    Because of their cross-functional nature in the company, enhancing Production Planning and Control (PPC) functions can lead to a global improvement of manufacturing systems. With the advent of the ...
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5.
  • Interactions between planne... Interactions between planners’ and PPC systems: Derivation of simulation scenarios with consideration of cognitive bias and disruptions
    Rannertshauser, Patrick; Antons, Oliver; Arlinghaus, Julia Procedia computer science, 2024, 2024-00-00, Volume: 232
    Journal Article
    Peer reviewed
    Open access

    Despite an increase in the availability of digital solutions, planners’ remain at the center of the production planning and control (PPC) decision-making process and have to make numerous decisions ...
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  • Designing and developing sm... Designing and developing smart production planning and control systems in the industry 4.0 era: a methodology and case study
    Oluyisola, Olumide Emmanuel; Bhalla, Swapnil; Sgarbossa, Fabio ... Journal of intelligent manufacturing, 2022/1, Volume: 33, Issue: 1
    Journal Article
    Peer reviewed
    Open access

    In furtherance of emerging research within smart production planning and control (PPC), this paper prescribes a methodology for the design and development of a smart PPC system. A smart PPC system ...
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7.
  • Application of a production... Application of a production planning model based on linear programming and machine learning techniques
    Vaz, Lucas Vianna; Gonçalves, Marcelo Carneiro; Dias, Izamara Cristina Palheta ... ITEGAM-JETIA, 02/2024, Volume: 10, Issue: 45
    Journal Article
    Peer reviewed
    Open access

    The absence of efficient optimization methods combined with Artificial Intelligence concepts has led to inefficiencies and high costs in the production planning of organizations. Thus, this study ...
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  • Order release planning by i... Order release planning by iterative simulation and linear programming: Theoretical foundation and analysis of its shortcomings
    Missbauer, Hubert European journal of operational research, 01/2020, Volume: 280, Issue: 2
    Journal Article
    Peer reviewed

    •Iterating between production planning and scheduling level is a promising technique.•This has been applied especially for order release planning.•Iterative order release mechanisms often fail to ...
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9.
  • Towards smart production pl... Towards smart production planning and control; a conceptual framework linking planning environment characteristics with the need for smart production planning and control
    Rahmani, Mina; Romsdal, Anita; Sgarbossa, Fabio ... Annual reviews in control, 2022, 2022-00-00, Volume: 53
    Journal Article
    Peer reviewed
    Open access

    Rapid advances in Industry 4.0 have the potential to transform production planning and control (PPC) through the emerging concept of smart PPC. This paper provides a visionary perspective by ...
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  • Heavy Lifters, India: Towar... Heavy Lifters, India: Towards a Circular Economy Era
    Prashar, Anupama Vision (New Delhi, India), 10/2021
    Journal Article
    Peer reviewed

    The case helps students to understand the emerging concept of linear and circular economies. It facilitates to examine the implications of circular business models such as remanufacturing on ...
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