Abstract
The aim of this study is to draw attention to Circular Economy (CE) approach, to address a future trend and to create a compilation of some important CE studies. In this context, we provide information to guide businesses in the transition to CE and to provide ideas for future studies. This study examines some studies about the concept, structure, principles, business models, benefits, and barriers of CE implementation, moreover differences between Linear Economy (LE) and CE. The failure to solve problems such as climate change, loss of biodiversity, overpopulation, and resource scarcity in the current LE Model has shown that sustainable economy models can be a successful solution. Artificial intelligence (AI), on the other hand, is an emerging technology with enormous potential to impact CE. The use of AI in integrating the Circular Economy into product lifecycle processes was investigated. This study collects many studies examining CE from different perspectives in a single study and also shows the usability areas of AI in applying CE in production. Another contribution of this study to the literature is, proposing the use of AI regarding CE’s the 9R framework. This study has shown that, through artificial intelligence, the stated barriers to the transition to the circular economy can be removed or reduced. By using the business models outlined in the study, using Artificial Intelligence and implementing CE strategies, the stated benefits of the circular economy can begin to be achieved. The study guides the implementation of the CE concept.
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References
Açıkalın, N.: Sürdürülebilir Pazarlama Bakış Açısı İle Döngüsel Ekonomi İncelemesi. Sakarya İktisat J. 9(3), 238–257 (2020)
Nañez Alonso, S.L., Reier Forradellas, R.F., Pi Morell, O., Jorge Vazquez, J.: Digitalization, circular economy and environmental sustainability: the application of artificial intelligence in the efficient self-management of waste. Sustainability 13, 2092 (2021)
Andrews, D.: The circular economy, design thinking and education for sustainability. Local Econ. 30(3), 305–315 (2015)
Bocken, N.M.P., de Pauw, I., Bakker, C., van der Grinten, B.: Product design and business model strategies for a circular economy. J. Ind. Prod. Eng. 33(5), 308–320 (2016)
Buruzs, A., Torma, A.: A review on the outlook of the circular economy in the automotive industry. Int. J. Environ. Ecol. Eng. 11(6), 576–580 (2017)
Cowls, J., Tsamados, A., Taddeo, M., Floridi, L.: The AI gambit: leveraging artificial intelligence to combat climate change—opportunities, challenges, and recommendations. AI & Soc 38, 283–307 (2023)
Chauhan, C., Parida, V., Dhir, A.: Linking circular economy and digitalisation technologies: a systematic literature review of past achievements and future promises. Technol. Forecast. Soc. Chang. 177(3), 121508 (2022)
Towards the Circular Economy Vol.1: An Economic and Business Rationale for an Accelerated Transition, https://ellenmacarthurfoundation.org/towards-the-circular-economy-vol-1-an-economic-and-business-rationale-for-an. Last accessed 9 Jun 2023
Growth within: a circular economy vision for a competitive Europe. https://ellenmacarthurfoundation.org/growth-within-a-circular-economy-vision-for-a-competitive-europe. Last accessed 9 Jun 2023
The butterfly diagram: Visualising the circular economy. https://ellenmacarthurfoundation.org/circular-economy-diagram. Last accessed 9 Jun 2023
Esposito, M., Tse, T., Soufani, K.: Is the circular economy a new fast expanding market? Thunderbird Int. Business Rev. 59(1), 9–14 (2015)
Gedik, Y.: Understanding the circular economy: a theoretical framework. Turkish Bus. J. 1(2), 13–40 (2020)
Ghoreishi, M., Happonen, A.: New promises AI brings into circular economy accelerated product design: review on supporting literature. In: 7th International Conference on Environment Pollution and Prevention, pp. 1–10. Melbourne, Australia (2019)
Grafström, J., Aasma, S.: Breaking circular economy barriers. J. Clean. Prod. 292, 1–14 (2021)
Gupta, P.K., Shree, V., Hiremath, L., Rajendran, S.: The use of modern technology in smart waste management and recycling: artificial intelligence and machine learning. Recent Adv. Comput. Intell. 823, 173–188 (2019)
Haas, W., Krausmann, F., Wiedenhofer, D., Heinz, M.: How circular is the global economy?: An assessment of material flows, waste production, and recycling in the European Union and the World in 2005. J. Ind. Ecol. 19(5), 765–777 (2015)
Hart, J., Adams, K., Giesekam, J., Tingley, D.D., Pomponi, F.: Barriers and drivers in a circular economy: the case of the built environment. Proc. CIRP 80, 619–624 (2019)
Hopkinson, P., Chen, H.M., Zhou, K., Wong, Y., Lam, D.: Recovery and re-use of structural products from end of life buildings. Proceedings of the Institution of Civil Engineers - Engineering Sustainability 172(3), 1–36 (2018)
Jesus, A., Mendonça, S.: Lost in transition? Drivers and barriers in the eco-innovation road to the circular economy. Ecol. Econ. 145, 75–89 (2018)
Lyle, J.T.: Regenerative design for sustainable development. Rethinking the Mind in Nature. John Wiley, New York (1994)
Kirchherr, J., Reike, D., Hekkert, M.: Conceptualizing the circular economy: an analysis of 114 definitions. Resour. Conserv. Recycl. 127, 221–232 (2017)
Kirchherr, J., et al.: Barriers to the circular economy: Evidence from the European Union (EU). Ecol. Econ. 150, 264–272 (2018)
Korhonen, J., Honkasalo, A., Seppälä, J.: Circular economy: the concept and its limitations. Ecol. Econ. 143, 37–46 (2018)
Lacy, P., Long, J., Spindler, W.: The Circular Economy Handbook. Palgrave Macmillan, London (2020)
John, L.A., Oloruntoba, A.S.: Artificial intelligence in the transition to circular economy. Am. J. Eng. Res. 9(6), 185–190 (2019)
McDonough, W., Braungart, M., Clinton, B.: The Upcycle: Beyond Sustainability-Designing for Abundance. North Point Press, Albany (2013)
Murray, A., Skene, K., Haynes, K.: The Circular Economy: An Interdisciplinary Exploration of the Concept and Its Application in a Global Context. J. Bus. Ethics 140(3), 369–380 (2017)
Rojek, I., Jasiulewicz-Kaczmarek, M., Piechowski, M., Mikołajewski, D.: An artificial intelligence approach for improving maintenance to supervise machine failures and support their repair. Appl. Sci. 13(8), 4971 (2023)
Preston, F.: A global redesign? Shaping the circular economy briefing paper. Chatham House EERG BP 2012/02, London (2012)
Ritzén, S., Sandström, G.Ö.: Barriers to the circular economy – integration of perspectives and domains. Proc. CIRP 64, 7–12 (2017)
Roberts, H., et al.: Artificial intelligence in support of the circular economy: ethical considerations and a path forward. AI & Soc. 1, 1–14 (2022)
Sapmaz Veral, E.: Döngüsel Ekonomiye Geçiş Doğrultusunda Yeni Tedbirler ve AB Üye Ülkelerinin Stratejileri. Ankara Avrupa Çalışmaları J. 17(2), 463–488 (2018)
Sapmaz Veral, E.: Döngüsel Ekonomi: Engeller, Stratejiler ve İş Modelleri. Ankara Üniversitesi Çevrebilimleri J 8(1), 7–18 (2021)
Sapmaz Veral, E., Yiğitbaşıoğlu, H.: Avrupa Birliği atık politikasında atık yönetiminden kaynak yönetimi yaklaşımına geçiş yönelimleri ve döngüsel ekonomi modeli. Ankara Üniversitesi Çevrebilimleri J. 6(1), 1–19 (2018)
Schempp, C., Hirsch, P.: Categorisation System for the Circular Economy. Publications Office of the European Union, Luxembourg (2020)
Sehnem, S., Vazquez-Brust, D., Pereira, S.C.F., Campos, L.M.S.: Circular economy: benefits, impacts and overlapping. Supply Chain Manag. Int. J. 24(6), 784–804 (2019)
Stahel, W.R.: The circular economy. Nature 531(7595), 435–438 (2016)
United Nations Sustainable Development Goals. https://sdgs.un.org/goals. Last accessed 24 Apr 2022
United Nations Environment Programme. https://wedocs.unep.org/bitstream/handle/20.500.11822/36830/RBMLCE.pdf. Last accessed 25 Apr 2022
Circular economy guide for businesses. https://business4goals.org/PDF/Dongusel_Ekonomi_Rehberi.pdf. Last accessed 25 Apr 2022
Wilson, M., Paschen, J., Pitt, L.: A circular economy meets artificial intelligence (Ai): understanding the opportunities of Ai for reverse logistics. Manag. Environ. Qual. Int. J. 33(1), 9–25 (2022)
The Circular Economy and Benefits for Society. https://www.lagazettedescommunes.com/telechargements/etude-club-rome-eng.pdf. Last accessed 24 Apr 2022
Wise, C., Pawlyn, M., Braungart, M.: Eco-engineering: living in a materials world. Nature 494, 172–175 (2013)
Yuan, Z., Bi, J., Moriguichi, Y.: The circular economy: a new development strategy in China. J. Ind. Ecol. 10(1–2), 4–8 (2006)
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İşler, G., Akyol, D.E., Yazgan, H.R. (2024). Theory and Research Concerning the Circular Economy Model and Future Trend. In: Şen, Z., Uygun, Ö., Erden, C. (eds) Advances in Intelligent Manufacturing and Service System Informatics. IMSS 2023. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-99-6062-0_74
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