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CIRCULAR ECONOMY AND DIGITAL TECHNOLOGIES: A REVIEW OF THE CURRENT RESEARCH STREAMS

Published online by Cambridge University Press:  27 July 2021

Adriana Hofmann Trevisan ,
Isabela Simões Zacharias ,
Qinglan Liu ,
Miying Yang  and
Janaina Mascarenhas
Adriana Hofmann Trevisan
Affiliation:
São Carlos School of Engineering, University of São Paulo, Department of Production Engineering, São Carlos, Brazil
Isabela Simões Zacharias
Affiliation:
São Carlos School of Engineering, University of São Paulo, Department of Production Engineering, São Carlos, Brazil
Qinglan Liu
Affiliation:
College of Engineering, Mathematics and Physical Science, University of Exeter, Exeter, UK
Miying Yang
Affiliation:
College of Engineering, Mathematics and Physical Science, University of Exeter, Exeter, UK
Janaina Mascarenhas*
Affiliation:
São Carlos School of Engineering, University of São Paulo, Department of Production Engineering, São Carlos, Brazil
*
Mascarenhas, Janaina, University of São Paulo, Department of Production Engineering, Brazil, jana.mascarenhas@usp.br

Abstract

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The interest in the Circular Economy (CE) has grown in recent years. Digital technologies (DTs) have demonstrated a potential synergy to achieve circular goals at the micro, meso, and macro-level. Although several studies in literature explore DTs and CE linkage, they have not been identified according to their primary research themes. This paper aims to identify the main research streams addressing CE and DTs. From a Systematic Literature Review and Content Analysis, we reviewed 40 articles and classified three primary research streams. (1) Industry 4.0 (I4.0) focuses on the relevance and role of I4.0 in the transition to a CE. (2) The Business research stream evaluated the connection between digital transformation and business. (3) The Sustainability research stream discusses sustainability issues such as waste management and smart cities. Based on the analyzed studies' purposes and gaps, we provide a research agenda for further research. Additionally, we explain the implications of DTs and CE to research on engineering design. Our paper guides researchers in their future research to focus on gaps that have not been answered and position their studies according to their research streams.

Keywords

Circular economySustainabilityIndustry 4.0Business models and considerations

Information

Type
Article
Information
Proceedings of the Design Society , Volume 1: ICED21 , August 2021 , pp. 621 - 630
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - NCCreative Common License - ND
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is unaltered and is properly cited. The written permission of Cambridge University Press must be obtained for commercial re-use or in order to create a derivative work.
Copyright
The Author(s), 2021. Published by Cambridge University Press

References

Alcayaga, A., Wiener, M. and Hansen, E. G. (2019) ‘Towards a framework of smart-circular systems: An integrative literature review’, Journal of Cleaner Production. Elsevier Ltd, 221, pp. 622–634. https://dx.doi.org/10.1016/j.jclepro.2019.02.085.CrossRefGoogle Scholar
Antikainen, M., Uusitalo, T. and Kivikytö-Reponen, P. (2018) ‘Digitalisation as an Enabler of Circular Economy’, 10th CIRP Conference on Industrial Product-Service Systems. Elsevier B.V., 73, pp. 45–49. https://dx.doi.org/10.1016/j.procir.2018.04.027.Google Scholar
Belaud, J. P. et al. (2019) ‘Big data for agri-food 4.0: Application to sustainability management for by-products supply chain’, Computers in Industry. Elsevier B.V., 111, pp. 41–50. https://dx.doi.org/10.1016/j.compind.2019.06.006.CrossRefGoogle Scholar
Bocken, N. M. P. et al. (2016) ‘Product design and business model strategies for a circular economy’, Journal of Industrial and Production Engineering. Taylor, 33(5), pp. 308–320. https://dx.doi.org/10.1080/21681015.2016.1172124.CrossRefGoogle Scholar
Boone, C. A., Skipper, J. B. and Hazen, B. T. (2017) ‘A framework for investigating the role of big data in service parts management’, Journal of Cleaner Production. Elsevier Ltd, 153, pp. 687–691. https://dx.doi.org/10.1016/j.jclepro.2016.09.201.CrossRefGoogle Scholar
Bressanelli, G. et al. (2018a) ‘Exploring how usage-focused business models enable circular economy through digital technologies’, Sustainability, 10(3). https://dx.doi.org/10.3390/su10030639.CrossRefGoogle Scholar
Bressanelli, G. et al. (2018b) ‘The role of digital technologies to overcome Circular Economy challenges in PSS Business Models: An exploratory case study’, Procedia CIRP. Elsevier B.V., 73, pp. 216–221. https://dx.doi.org/10.1016/j.procir.2018.03.322.CrossRefGoogle Scholar
Cezarino, L. O. et al. (2019) ‘Diving into emerging economies bottleneck: Industry 4.0 and implications for circular economy’, Management Decision. Emerald Group Publishing Ltd. https://dx.doi.org/10.1108/MD-10-2018-1084.Google Scholar
Chauhan, C., Sharma, A. and Singh, A. (2019) ‘A SAP-LAP linkages framework for integrating Industry 4.0 and circular economy’, Benchmarking. https://dx.doi.org/10.1108/BIJ-10-2018-0310.CrossRefGoogle Scholar
Ellen MacArthur Foundation (2015) Growth within: a circular economy vision for a competitive europe, Ellen MacArthur Foundation.Google Scholar
Ellen MacArthur Foundation (2019) ‘Artificial Intelligence and the Circular Economy: Ai As a Tool To Accelerate’, Report, p. 39. Available at: https://www.ellenmacarthurfoundation.org/publications/artificial-intelligence-and-the-circular-economy.Google Scholar
Elo, S. and Kyngäs, H. (2008) ‘The qualitative content analysis process’, Journal of Advanced Nursing, 62(1), pp. 107–115. https://dx.doi.org/10.1111/j.1365-2648.2007.04569.x.CrossRefGoogle ScholarPubMed
Esmaeilian, B. et al. (2018) ‘The future of waste management in smart and sustainable cities: A review and concept paper’, Waste Management. Elsevier Ltd, 81, pp. 177–195. https://dx.doi.org/10.1016/j.wasman.2018.09.047.CrossRefGoogle ScholarPubMed
Garrido-Hidalgo, C. et al. (2019) ‘An end-to-end Internet of Things solution for Reverse Supply Chain Management in Industry 4.0’, Computers in Industry. Elsevier B.V., 112, p. 103127. https://dx.doi.org/10.1016/j.compind.2019.103127.CrossRefGoogle Scholar
Geissdoerfer, M. et al. (2017) ‘The Circular Economy – A new sustainability paradigm?’, Journal of Cleaner Production. Elsevier Ltd, 143, pp. 757–768. https://dx.doi.org/10.1016/j.jclepro.2016.12.048.CrossRefGoogle Scholar
Ghisellini, P., Cialani, C. and Ulgiati, S. (2016) ‘A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems’, 114.10.1016/j.jclepro.2015.09.007CrossRefGoogle Scholar
Gu, Y. and Liu, Q. (2013) ‘Research on the application of the internet of things in reverse logistics information management’, Journal of Industrial Engineering and Management, 6(4), pp. 963–973. https://dx.doi.org/10.3926/jiem.793.CrossRefGoogle Scholar
Gupta, S. et al. (2019) ‘Circular economy and big data analytics: A stakeholder perspective’, Technological Forecasting and Social Change. Elsevier, 144(October 2017), pp. 466–474. https://dx.doi.org/10.1016/j.techfore.2018.06.030.CrossRefGoogle Scholar
Guzzo, D. et al. (2019) ‘Circular innovation framework: Verifying conceptual to practical decisions in sustainability-oriented product-service system cases’, Sustainability (Switzerland), 11(12). https://dx.doi.org/10.3390/su11123248.Google Scholar
den Hollander, M. C., Bakker, C. A. and Hultink, E. J. (2017) ‘Product Design in a Circular Economy: Development of a Typology of Key Concepts and Terms’, Journal of Industrial Ecology, 21(3), pp. 517–525. https://dx.doi.org/10.1111/jiec.12610.CrossRefGoogle Scholar
Ingemarsdotter, E. et al. (2019) ‘Circular strategies enabled by the internet of things-a framework and analysis of current practice’, Sustainability (Switzerland), 11(20), p. 5689. https://dx.doi.org/10.3390/su11205689.CrossRefGoogle Scholar
Jabbour, C. J. C. et al. (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, 144(June 2017), pp. 546–552. https://dx.doi.org/10.1016/j.techfore.2017.09.010.CrossRefGoogle Scholar
Kerdlap, P., Low, J. S. C. and Ramakrishna, S. (2019) ‘Zero waste manufacturing: A framework and review of technology, research, and implementation barriers for enabling a circular economy transition in Singapore’, Resources, Conservation and Recycling. Elsevier, 151(August), p. 104438. https://dx.doi.org/10.1016/j.resconrec.2019.104438.CrossRefGoogle Scholar
Kerin, M. and Pham, D. T. (2019) ‘A review of emerging industry 4.0 technologies in remanufacturing’, Journal of Cleaner Production. Elsevier Ltd, 237, p. 117805. https://dx.doi.org/10.1016/j.jclepro.2019.117805.CrossRefGoogle Scholar
Kristoffersen, E. et al. (2020) ‘The smart circular economy: A digital-enabled circular strategies framework for manufacturing companies’, Journal of Business Research. Elsevier, 120(July), pp. 241–261. https://dx.doi.org/10.1016/j.jbusres.2020.07.044.CrossRefGoogle Scholar
Lopes de Sousa Jabbour, A. B., et al. . (2018) ‘Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations’, Annals of Operations Research. Springer US, 270(1-2), pp. 273–286. https://dx.doi.org/10.1007/s10479-018-2772-8.CrossRefGoogle Scholar
Moreno, M. et al. (2019) ‘Opportunities for redistributed manufacturing and digital intelligence as enablers of a circular economy’, International Journal of Sustainable Engineering. Taylor & Francis, 12(2), pp. 77–94. https://dx.doi.org/10.1080/19397038.2018.1508316.CrossRefGoogle Scholar
Nasiri, M., Tura, N. and Ojanen, V. (2017) ‘Developing disruptive innovations for sustainability: A review on Impact of Internet of Things (IOT)’, PICMET 2017 - Portland International Conference on Management of Engineering and Technology: Technology Management for the Interconnected World, Proceedings, 2017-Janua(April 2019), pp. 1–10. https://dx.doi.org/10.23919/PICMET.2017.8125369.CrossRefGoogle Scholar
Nižetić, S. et al. (2019) ‘Smart technologies for promotion of energy efficiency, utilization of sustainable resources and waste management’, Journal of Cleaner Production, 231, pp. 565–591. https://dx.doi.org/10.1016/j.jclepro.2019.04.397.CrossRefGoogle Scholar
Nobre, G. C. and Tavares, E. (2017) ‘Scientific literature analysis on big data and internet of things applications on circular economy: a bibliometric study’, Scientometrics. Springer Netherlands, 111(1), pp. 463–492. https://dx.doi.org/10.1007/s11192-017-2281-6.Google Scholar
Nobre, G. C. and Tavares, E. (2020a) ‘Assessing the role of big data and the internet of things on the transition to circular economy: Part I An extension of the ReSOLVE framework proposal through a literature review’, Johnson Matthey Technology Review, 64(1), pp. 19–31. https://dx.doi.org/10.1595/205651319x15643932870488.CrossRefGoogle Scholar
Nobre, G. C. and Tavares, E. (2020b) ‘Assessing the role of big data and the internet of things on the transition to circular economy: Part II An extension of the ReSOLVE framework proposal through a literature review’, Johnson Matthey Technology Review, 64(1), pp. 32–41. https://dx.doi.org/10.1595/205651319x15650189172931.CrossRefGoogle Scholar
Okorie, O. et al. (2018) ‘Digitisation and the circular economy: A review of current research and future trends’, Energies, 11(11), pp. 1–31. https://dx.doi.org/10.3390/en11113009.CrossRefGoogle Scholar
Oztemel, E. and Gursev, S. (2020) ‘Literature review of Industry 4.0 and related technologies’, Journal of Intelligent Manufacturing. Springer US, 31(1), pp. 127–182. https://dx.doi.org/10.1007/s10845-018-1433-8.CrossRefGoogle Scholar
Pagoropoulos, A., Pigosso, D. C. A. and McAloone, T. C. (2017) ‘The Emergent Role of Digital Technologies in the Circular Economy: A Review’, The 9th CIRP IPSS Conference. The Author(s), 64, pp. 19–24. https://dx.doi.org/10.1016/j.procir.2017.02.047.Google Scholar
Parida, V., Sjödin, D. and Reim, W. (2019) ‘Reviewing literature on digitalization, business model innovation, and sustainable industry: Past achievements and future promises’, Sustainability (Switzerland), 11(2). https://dx.doi.org/10.3390/su11020391.Google Scholar
Paul, J. and Criado, A. R. (2020) ‘The art of writing literature review: What do we know and what do we need to know?’, International Business Review. Elsevier, 29(4), p. 101717. https://dx.doi.org/10.1016/j.ibusrev.2020.101717.CrossRefGoogle Scholar
Pham, T. T. et al. (2019) ‘Industry 4.0 to accelerate the circular economy: A case study of electric scooter sharing’, Sustainability (Switzerland), 11(23), pp. 1–16. https://dx.doi.org/10.3390/su11236661.Google Scholar
Pieroni, M. P. P., McAloone, T. C. and Pigosso, D. C. A. (2019) ‘Business model innovation for circular economy and sustainability: A review of approaches’, Journal of Cleaner Production. Elsevier Ltd, 215, pp. 198–216. https://dx.doi.org/10.1016/j.jclepro.2019.01.036.CrossRefGoogle Scholar
Planing, P. (2017) ‘Will digital boost circular? Evaluating the impact of the digital transformation on the shift towards a circular economy’, International Journal of Management Cases, (January), pp. 22–31.Google Scholar
Porter, M. E. and Heppelmann, J. E. (2014) ‘How Smart, Connected Products Are Transforming Competition’, Harvard Business Review, 92(11), p. 64.Google Scholar
Rajput, S. and Singh, S. P. (2019) ‘Industry 4.0 − challenges to implement circular economy’, Benchmarking. https://dx.doi.org/10.1108/BIJ-12-2018-0430.CrossRefGoogle Scholar
Reuter, M. A. (2016) ‘Digitalizing the Circular Economy: Circular Economy Engineering Defined by the Metallurgical Internet of Things’, Metallurgical and Materials Transactions B: Process Metallurgy and Materials Processing Science. Springer US, 47(6), pp. 3194–3220. https://dx.doi.org/10.1007/s11663-016-0735-5.CrossRefGoogle Scholar
Rosa, P. et al. (2020) ‘Assessing relations between Circular Economy and Industry 4.0: a systematic literature review’, International Journal of Production Research. Taylor & Francis, 58(6), pp. 1662–1687. doi: https://doi.org/10.1080/00207543.2019.1680896.CrossRefGoogle Scholar
Sarc, R. et al. (2019) ‘Digitalisation and intelligent robotics in value chain of circular economy oriented waste management – A review’, Waste Management. Elsevier Ltd, 95, pp. 476–492. https://dx.doi.org/10.1016/j.wasman.2019.06.035.CrossRefGoogle ScholarPubMed
Sauvé, S., Bernard, S. and Sloan, P. (2016) ‘Environmental sciences, sustainable development and circular economy: Alternative concepts for trans-disciplinary research’, Environmental Development. Elsevier, 17, pp. 48–56. https://dx.doi.org/10.1016/j.envdev.2015.09.002.CrossRefGoogle Scholar
Song, B. et al. (2017) ‘Industrial Symbiosis: Exploring Big-data Approach for Waste Stream Discovery’, Procedia CIRP, 61, pp. 353–358. https://dx.doi.org/10.1016/j.procir.2016.11.245.CrossRefGoogle Scholar
Strandhagen, J. O. et al. (2017) ‘Logistics 4.0 and emerging sustainable business models’, Advances in Manufacturing. Shanghai University, 5(4), pp. 359–369. https://dx.doi.org/10.1007/s40436-017-0198-1.CrossRefGoogle Scholar
Tranfield, D., Denyer, D. and Smart, P. (2003) ‘Towards a methodology for developing evidence-informed management knowledge by means of systematic review’, British Journal of Management, 14(2), pp. 207–222. https://dx.doi.org/10.2307/249689.CrossRefGoogle Scholar
Webster, J. and Watson, R. T. (2002) ‘Analyzing the past to prepare for the future: Writing a literature review’, MIS Quarterly, pp. xiii–xxiii. https://dx.doi.org/10.1016/j.freeradbiomed.2005.02.032.CrossRefGoogle Scholar
Yang, S. et al. (2018) ‘Opportunities for industry 4.0 to support remanufacturing’, Applied Sciences (Switzerland), 8(7). https://dx.doi.org/10.3390/app8071177.Google Scholar
Zhang, A. et al. (2019) ‘Barriers to smart waste management for a circular economy in China’, Journal of Cleaner Production. Elsevier Ltd, 240, p. 118198. https://dx.doi.org/10.1016/j.jclepro.2019.118198.CrossRefGoogle Scholar
Zhang, A. et al. (2020) ‘Blockchain-based life cycle assessment: An implementation framework and system architecture’, Resources, Conservation and Recycling. Elsevier, 152(August 2019), p. 104512. https://dx.doi.org/10.1016/j.resconrec.2019.104512.CrossRefGoogle Scholar
Zheng, P. et al. (2019) ‘A survey of smart product-service systems: Key aspects, challenges and future perspectives’, Advanced Engineering Informatics. Elsevier, 42(August), p. 100973. https://dx.doi.org/10.1016/j.aei.2019.100973.CrossRefGoogle Scholar