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Emergence of open supply chain management: the role of open innovation in the future smart industry using digital twin network

Author

Listed:
  • Sajjad Rahmanzadeh

    (Iran University of Science and Technology)

  • Mir Saman Pishvaee

    (Iran University of Science and Technology)

  • Kannan Govindan

    (Shanghai Maritime University
    Yonsei University
    University of Southern Denmark)

Abstract

Alongside many research studies that have been presented in the open innovation domain and smart manufacturing systems, there is a research gap on integrating the outbound individual capabilities with the new smart manufacturing machines to satisfy the customers' varied and uncertain requirements. In this paper, Open Supply Chain Management (OSCM) is conceptualized as a new paradigm in the evolution of SCM. Companies can benefit from integrated physical and conceptual resources to promote efficiency and flexibility throughout the supply chain's main processes, including supplying, manufacturing, distributing, and marketing. The OSCM concept is undergoing several drivers including crowdsourcing, open innovation, Industry 4.0, cloud manufacturing, Internet of Things (IoT), big data, and the digital twin that appeared in the last decades. To validate OSCM in practice, a subset of this concept is investigated to incorporate the designing process with supply chain production planning applying a digital twin network. Additionally, dealing with epistemic uncertainty, a fuzzy tactical planning model is developed, and to study the developed model in more detail, an industrial study in the clothes manufacturing industry is employed. The results illustrate that the products' designing cost consists of only 2% of the supply chain total cost.

Suggested Citation

  • Sajjad Rahmanzadeh & Mir Saman Pishvaee & Kannan Govindan, 2023. "Emergence of open supply chain management: the role of open innovation in the future smart industry using digital twin network," Annals of Operations Research, Springer, vol. 329(1), pages 979-1007, October.
  • Handle: RePEc:spr:annopr:v:329:y:2023:i:1:d:10.1007_s10479-021-04254-2
    DOI: 10.1007/s10479-021-04254-2
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    References listed on IDEAS

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    1. Rabiya Zubair & Syed Mehmood Hasan & Muhammad Wasif & Sharfuddin Ahmed Khan, 2021. "A conceptual framework to integrate new product development and supply chain management with organisational business flow in an extended environment," International Journal of Business Performance and Supply Chain Modelling, Inderscience Enterprises Ltd, vol. 12(2), pages 129-146.
    2. Marcel Bogers & Ann-Kristin Zobel & Allan Afuah & Esteve Almirall & Sabine Brunswicker & Linus Dahlander & Lars Frederiksen & Annabelle Gawer & Marc Gruber & Stefan Haefliger & John Hagedoorn & Dennis, 2017. "The open innovation research landscape: established perspectives and emerging themes across different levels of analysis," Industry and Innovation, Taylor & Francis Journals, vol. 24(1), pages 8-40, January.
    3. Bairamzadeh, Samira & Saidi-Mehrabad, Mohammad & Pishvaee, Mir Saman, 2018. "Modelling different types of uncertainty in biofuel supply network design and planning: A robust optimization approach," Renewable Energy, Elsevier, vol. 116(PA), pages 500-517.
    4. Barry L. Bayus, 2013. "Crowdsourcing New Product Ideas over Time: An Analysis of the Dell IdeaStorm Community," Management Science, INFORMS, vol. 59(1), pages 226-244, June.
    5. Behzad Zahiri & Mir Saman Pishvaee, 2017. "Blood supply chain network design considering blood group compatibility under uncertainty," International Journal of Production Research, Taylor & Francis Journals, vol. 55(7), pages 2013-2033, April.
    6. Berman, Barry, 2012. "3-D printing: The new industrial revolution," Business Horizons, Elsevier, vol. 55(2), pages 155-162.
    7. Lopes, Ana Paula Vilas Boas Viveiros & de Carvalho, Marly Monteiro, 2018. "Evolution of the open innovation paradigm: Towards a contingent conceptual model," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 284-298.
    8. Jimenez, Mariano & Arenas, Mar & Bilbao, Amelia & Rodri'guez, M. Victoria, 2007. "Linear programming with fuzzy parameters: An interactive method resolution," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1599-1609, March.
    9. Stadtler, Hartmut, 2005. "Supply chain management and advanced planning--basics, overview and challenges," European Journal of Operational Research, Elsevier, vol. 163(3), pages 575-588, June.
    10. Fei Tao & Qinglin Qi, 2019. "Make more digital twins," Nature, Nature, vol. 573(7775), pages 490-491, September.
    11. Peidro, David & Mula, Josefa & Jiménez, Mariano & del Mar Botella, Ma, 2010. "A fuzzy linear programming based approach for tactical supply chain planning in an uncertainty environment," European Journal of Operational Research, Elsevier, vol. 205(1), pages 65-80, August.
    12. Hau L. Lee & Corey Billington, 1995. "The Evolution of Supply-Chain-Management Models and Practice at Hewlett-Packard," Interfaces, INFORMS, vol. 25(5), pages 42-63, October.
    13. Rymaszewska, Anna & Helo, Petri & Gunasekaran, Angappa, 2017. "IoT powered servitization of manufacturing – an exploratory case study," International Journal of Production Economics, Elsevier, vol. 192(C), pages 92-105.
    14. Lo Nigro, Giovanna & Morreale, Azzurra & Enea, Gianluca, 2014. "Open innovation: A real option to restore value to the biopharmaceutical R&D," International Journal of Production Economics, Elsevier, vol. 149(C), pages 183-193.
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