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Circular Economy Model Enhanced by Intelligent Assets from Industry 4.0: The Proposition of an Innovative Tool to Analyze Case Studies

Author

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  • Jessica Rossi

    (Mechanical Industrial Plants in DIN, Department of Industrial Engineering, University of Bologna, 40136 Bologna, Italy)

  • Augusto Bianchini

    (Mechanical Industrial Plants in DIN, Department of Industrial Engineering, University of Bologna, 40136 Bologna, Italy)

  • Patricia Guarnieri

    (Business Department, University of Brasília, 70.910-900 Brasilia, Brazil)

Abstract

Although the circular economy (CE) is recognized as a source of value creation, there is a huge gap between the vast concept of CE and its practical applications. Particularly, the lack of information and performance indicators, in terms of economic, environmental and social aspects, does not allow for the assessment of the level of circularity of the products, processes or companies. Further development of other circular activities can be limited for this reason. In addition, intelligent assets arising with the digital transformation within the “Fourth Industrial Revolution (I4.0)” can support CE to provide these lacking aspects. Thus, the objective of this paper is to highlight how and how much the circular business models are enhanced by intelligent assets from I4.0, considering several case studies found in the literature, and through the application of an assessment tool with secondary data from the selected case studies. According to the tool, the CE principles are extended to the entire product lifecycle, from product design to product utilization, within the transition to novel business strategies. Two of the considered case studies are represented in the assessment tool, as examples, to demonstrate how intelligent assets can support circular economy in the design, assessment and comparison of circular initiatives. The visualization of existing innovative business models based on CE and enhanced by intelligent assets allows for the complete and effective evaluation of materials, products, assets and processes, due to the fact that information and indicators can be collected to measure and monitor circular efficiency.

Suggested Citation

  • Jessica Rossi & Augusto Bianchini & Patricia Guarnieri, 2020. "Circular Economy Model Enhanced by Intelligent Assets from Industry 4.0: The Proposition of an Innovative Tool to Analyze Case Studies," Sustainability, MDPI, vol. 12(17), pages 1-22, September.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:17:p:7147-:d:407448
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    References listed on IDEAS

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    1. Fernando E. Garcia-Muiña & Rocío González-Sánchez & Anna Maria Ferrari & Davide Settembre-Blundo, 2018. "The Paradigms of Industry 4.0 and Circular Economy as Enabling Drivers for the Competitiveness of Businesses and Territories: The Case of an Italian Ceramic Tiles Manufacturing Company," Social Sciences, MDPI, vol. 7(12), pages 1-31, December.
    2. Johann Fellner & Jakob Lederer & Christoph Scharff & David Laner, 2017. "Present Potentials and Limitations of a Circular Economy with Respect to Primary Raw Material Demand," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 494-496, June.
    3. Jabbour, Charbel Jose Chiappetta & Jabbour, Ana Beatriz Lopes de Sousa & Sarkis, Joseph & Filho, Moacir Godinho, 2019. "Unlocking the circular economy through new business models based on large-scale data: An integrative framework and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 546-552.
    4. Augusto Bianchini & Jessica Rossi & Marco Pellegrini, 2019. "Overcoming the Main Barriers of Circular Economy Implementation through a New Visualization Tool for Circular Business Models," Sustainability, MDPI, vol. 11(23), pages 1-33, November.
    5. Gustavo Cattelan Nobre & Elaine Tavares, 2017. "Scientific literature analysis on big data and internet of things applications on circular economy: a bibliometric study," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 463-492, April.
    6. Korhonen, Jouni & Honkasalo, Antero & Seppälä, Jyri, 2018. "Circular Economy: The Concept and its Limitations," Ecological Economics, Elsevier, vol. 143(C), pages 37-46.
    7. Alan Murray & Keith Skene & Kathryn Haynes, 2017. "The Circular Economy: An Interdisciplinary Exploration of the Concept and Application in a Global Context," Journal of Business Ethics, Springer, vol. 140(3), pages 369-380, February.
    8. Watanabe, Chihiro & Naveed, Nasir & Neittaanmäki, Pekka, 2019. "Digitalized bioeconomy: Planned obsolescence-driven circular economy enabled by Co-Evolutionary coupling," Technology in Society, Elsevier, vol. 56(C), pages 8-30.
    9. Mateusz Lewandowski, 2016. "Designing the Business Models for Circular Economy—Towards the Conceptual Framework," Sustainability, MDPI, vol. 8(1), pages 1-28, January.
    10. José Roberto Mendoza-Fong & Jorge Luis García-Alcaraz & Emilio Jiménez Macías & Nancy Liliana Ibarra Hernández & José Roberto Díaz-Reza & Julio Blanco Fernández, 2018. "Role of Information and Communication Technology in Green Supply Chain Implementation and Companies’ Performance," Sustainability, MDPI, vol. 10(6), pages 1-16, May.
    11. Will McDowall & Yong Geng & Beijia Huang & Eva Barteková & Raimund Bleischwitz & Serdar Türkeli & René Kemp & Teresa Doménech, 2017. "Circular Economy Policies in China and Europe," Journal of Industrial Ecology, Yale University, vol. 21(3), pages 651-661, June.
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