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Towards industry 4.0 in practice: a novel RFID-based intelligent system for monitoring and optimisation of production systems

Author

Listed:
  • Diego Augusto Jesus Pacheco

    (Aarhus University)

  • Carlos Fernando Jung

    (Integrated Colleges of Taquara - FACCAT)

  • Marcelo Cunha Azambuja

    (Federal Institute of Education, Science and Technology Sul-Rio-Grandense (IFSul))

Abstract

In line with the emerging Industry 4.0 technologies and their challenges for implementation, this study presents the results of research that developed a novel industrial integrated information system based on open source and low-cost technologies. The proposed Control System via RFID for Online Monitoring and Optimisation of Production Lines uses hardware and software to analyse the production system flow and performance. A longitudinal in-depth case study in a manufacturing plant exposes the empirical challenges to developing and implementing intelligent manufacturing systems towards Industry 4.0 in practice. Findings demonstrated that the proposed system enables industrial information integration through supervision and generation of information from the shoop-floor contributing to the managerial decision-making process in real-time. Implications for practitioners and academics address some of the current challenges for implementing Industry 4.0 technologies and industrial information integration. This study extends the knowledge of industrial integration and RFID implementation within Industry 4.0 by presenting a real-life application based on open source and low-cost technologies. The insights and lessons gained in this study can potentially be generalised for future efforts across industry manufacturers with similar shop-floor.

Suggested Citation

  • Diego Augusto Jesus Pacheco & Carlos Fernando Jung & Marcelo Cunha Azambuja, 2023. "Towards industry 4.0 in practice: a novel RFID-based intelligent system for monitoring and optimisation of production systems," Journal of Intelligent Manufacturing, Springer, vol. 34(3), pages 1165-1181, March.
    • Handle: RePEc:spr:joinma:v:34:y:2023:i:3:d:10.1007_s10845-021-01840-w
    DOI: 10.1007/s10845-021-01840-w
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    1. Peter Mertens & Martin Wiener, 2018. "Riding the Digitalization Wave: Toward a Sustainable Nomenclature in Wirtschaftsinformatik," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 60(4), pages 367-372, August.
    2. K. L. Choy & G. T. S. Ho & C. K. H. Lee, 2017. "A RFID-based storage assignment system for enhancing the efficiency of order picking," Journal of Intelligent Manufacturing, Springer, vol. 28(1), pages 111-129, January.
    3. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    4. Yang, Huixiao & Chen, Wenbo, 2020. "Game modes and investment cost locations in radio-frequency identification (RFID) adoption," European Journal of Operational Research, Elsevier, vol. 286(3), pages 883-896.
    5. Wil M. P. Aalst & Jörg Becker & Martin Bichler & Hans Ulrich Buhl & Jens Dibbern & Ulrich Frank & Ulrich Hasenkamp & Armin Heinzl & Oliver Hinz & Kai-Lung Hui & Matthias Jarke & Dimitris Karagiannis &, 2018. "Views on the Past, Present, and Future of Business and Information Systems Engineering," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 60(6), pages 443-477, December.
    6. Marietheres Dietz & Günther Pernul, 2020. "Digital Twin: Empowering Enterprises Towards a System-of-Systems Approach," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 62(2), pages 179-184, April.
    7. Christine Legner & Torsten Eymann & Thomas Hess & Christian Matt & Tilo Böhmann & Paul Drews & Alexander Mädche & Nils Urbach & Frederik Ahlemann, 2017. "Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 301-308, August.
    8. Jiewu Leng & Pingyu Jiang, 2019. "Dynamic scheduling in RFID-driven discrete manufacturing system by using multi-layer network metrics as heuristic information," Journal of Intelligent Manufacturing, Springer, vol. 30(3), pages 979-994, March.
    9. Haiyan Wu & Xiaohua Han & Qianxia Yang & Xujin Pu, 2018. "Production and coordination decisions in a closed-loop supply chain with remanufacturing cost disruptions when retailers compete," Journal of Intelligent Manufacturing, Springer, vol. 29(1), pages 227-235, January.
    10. Chuang Wang & Xu’nan Chen & Abdel-Hamid Ali Soliman & Zhixiang Zhu, 2018. "RFID Based Manufacturing Process of Cloud MES," Future Internet, MDPI, vol. 10(11), pages 1-11, October.
    11. Ullah, Mehran & Sarkar, Biswajit, 2020. "Recovery-channel selection in a hybrid manufacturing-remanufacturing production model with RFID and product quality," International Journal of Production Economics, Elsevier, vol. 219(C), pages 360-374.
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