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Published in: Operations Management Research 4/2023

12-10-2023

Internet of things based innovative solutions and emerging research clusters in circular economy

Authors: Sunil Jauhar, Saurabh Pratap, Lakshay, Sanjoy Paul, Angappa Gunasekaran

Published in: Operations Management Research | Issue 4/2023

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Abstract

There have been more studies on the circular economy (CE) and the internet of things (IoT) in recent years, but limited studies have examined how IoT can aid the CE. This study will use bibliometric tools to examine the current literature on IoT-CE and contribute to the expansion of knowledge in this field. The R package Bibliometrics was used to look at a set of more than 2,000 scientific papers from the Web of Science database about how IoT-based solutions can help improve the circular economy. This analysis helps us figure out how many papers are published each year by country, author, journal, and institution. With the number of publications around the world going up, the United States was the country with the most publications and citations, followed by the United Kingdom. Also shown in the results is how well journals, authors, and institutions did. The keyword analysis shows that research in these fields is getting more and more popular. The content analysis shows that IoT is mostly used in six areas: internet traceability and e-commerce, IoT adoption barriers in the supply chain, digitization in the supply chain, the effects of big data on the economy, the role of information technology in the circular economy, and supply chain performance. Therefore, these results can aid future research in this field by providing a global perspective of scientific research on IoT-based innovative solutions along-with the role of various digital technologies in achieving circular economy characteristics or dimensions.

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Appendix
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Literature
go back to reference Abedinnia H, Glock CH, Grosse EH, Schneider M (2017) Machine scheduling problems in production: A tertiary study. Comput Ind Eng 111:403–416CrossRef Abedinnia H, Glock CH, Grosse EH, Schneider M (2017) Machine scheduling problems in production: A tertiary study. Comput Ind Eng 111:403–416CrossRef
go back to reference Adamu Bena Y, Anas Gulumbe M, Abd Rahman A (2017) IoT on e-commerce, present and future: a review of Alibaba case study. J Inf Syst Res Innov 11(1):41–46 Adamu Bena Y, Anas Gulumbe M, Abd Rahman A (2017) IoT on e-commerce, present and future: a review of Alibaba case study. J Inf Syst Res Innov 11(1):41–46
go back to reference Al-Masri E, Diabate I, Jain R, Lam MH, Nathala SR (2018) Recycle.io: An IoT-enabled framework for urban waste management. In: 2018 IEEE International Conference on Big Data (Big Data). pp 5285–5287 Al-Masri E, Diabate I, Jain R, Lam MH, Nathala SR (2018) Recycle.io: An IoT-enabled framework for urban waste management. In: 2018 IEEE International Conference on Big Data (Big Data). pp 5285–5287
go back to reference Askoxylakis I (2018) A framework for pairing circular economy and the internet of things. In: 2018 IEEE International Conference on Communications (ICC). IEEE, pp 1–6 Askoxylakis I (2018) A framework for pairing circular economy and the internet of things. In: 2018 IEEE International Conference on Communications (ICC). IEEE, pp 1–6
go back to reference Azapagic A, Perdan S (2000) Indicators of sustainable development for industry: a general framework. Process Saf Environ Prot 78(4):243–261CrossRef Azapagic A, Perdan S (2000) Indicators of sustainable development for industry: a general framework. Process Saf Environ Prot 78(4):243–261CrossRef
go back to reference Azapagic A, Millington A, Collett A (2006) A methodology for integrating sustainability considerations into process design. Chem Eng Res Des 84(6):439–452CrossRef Azapagic A, Millington A, Collett A (2006) A methodology for integrating sustainability considerations into process design. Chem Eng Res Des 84(6):439–452CrossRef
go back to reference Bilgeri D, Wortmann F (2017) Barriers to IoT business model innovation. In: 13th International Conference on Wirtschaftsinformatik, pp 987–990 Bilgeri D, Wortmann F (2017) Barriers to IoT business model innovation. In: 13th International Conference on Wirtschaftsinformatik, pp 987–990
go back to reference Bressanelli G, Adrodegari F, Perona M, Saccani N (2018) Exploring how usage-focused business models enable circular economy through digital technologies. Sustainability 10(3):639CrossRef Bressanelli G, Adrodegari F, Perona M, Saccani N (2018) Exploring how usage-focused business models enable circular economy through digital technologies. Sustainability 10(3):639CrossRef
go back to reference Chang SE, Chen YC, MF Lu (2019) Supply chain re-engineering using blockchain technology: A case of smart contract-based tracking process. Technol Forecast Soc Change 144:1–11 Chang SE, Chen YC, MF Lu (2019) Supply chain re-engineering using blockchain technology: A case of smart contract-based tracking process. Technol Forecast Soc Change 144:1–11
go back to reference Chauhan C, Parida V, Dhir A (2022) Linking circular economy and digitalisation technologies: a systematic literature review of past achievements and future promises. Technol Forecast Soc Chang 177:121508CrossRef Chauhan C, Parida V, Dhir A (2022) Linking circular economy and digitalisation technologies: a systematic literature review of past achievements and future promises. Technol Forecast Soc Chang 177:121508CrossRef
go back to reference Dantas TET, De-Souza ED, Destro IR, Hammes G, Rodriguez CMT, Soares SR (2021) How the combination of Circular Economy and Industry 4.0 can contribute towards achieving the Sustainable Development Goals. Sustain Prod Consump 26:213–227CrossRef Dantas TET, De-Souza ED, Destro IR, Hammes G, Rodriguez CMT, Soares SR (2021) How the combination of Circular Economy and Industry 4.0 can contribute towards achieving the Sustainable Development Goals. Sustain Prod Consump 26:213–227CrossRef
go back to reference Davis FD, Bagozzi RP, Warshaw PR (1989) User acceptance of computer technology: a comparison of two theoretical models. Manage Sci 35(8):982–1003CrossRef Davis FD, Bagozzi RP, Warshaw PR (1989) User acceptance of computer technology: a comparison of two theoretical models. Manage Sci 35(8):982–1003CrossRef
go back to reference De Sousa Jabbour ABL, Jabbour CJC, Godinho Filho M, Roubaud D (2018) Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations. Ann Oper Res 270:273–286CrossRef De Sousa Jabbour ABL, Jabbour CJC, Godinho Filho M, Roubaud D (2018) Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations. Ann Oper Res 270:273–286CrossRef
go back to reference Department of Economic and Social Affairs Population Division, United Nations (2015) World population prospects. United Nation Report, pp 1–66 Department of Economic and Social Affairs Population Division, United Nations (2015) World population prospects. United Nation Report, pp 1–66
go back to reference Di Vaio A, Varriale L (2020) Blockchain technology in supply chain management for sustainable performance: Evidence from the airport industry. Int J Inform Manage 52:102014 Di Vaio A, Varriale L (2020) Blockchain technology in supply chain management for sustainable performance: Evidence from the airport industry. Int J Inform Manage 52:102014
go back to reference Ellen MacArthur Foundation (2016) The new plastics economy – Catalysing action. Ellen MacArthur Foundation Ellen MacArthur Foundation (2016) The new plastics economy – Catalysing action. Ellen MacArthur Foundation
go back to reference Gazzola P, Pavione E, Pezzetti R, Grechi D (2020) Trends in the fashion industry. The perception of sustainability and circular economy: a gender/generation quantitative approach. Sustainability 12(7):1–19. https://doi.org/10.3390/su12072809 Gazzola P, Pavione E, Pezzetti R, Grechi D (2020) Trends in the fashion industry. The perception of sustainability and circular economy: a gender/generation quantitative approach. Sustainability 12(7):1–19. https://​doi.​org/​10.​3390/​su12072809
go back to reference Ghisellini P, Cialani C, Ulgiati S (2016) A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems. J Clean Prod 114:11–32CrossRef Ghisellini P, Cialani C, Ulgiati S (2016) A review on circular economy: the expected transition to a balanced interplay of environmental and economic systems. J Clean Prod 114:11–32CrossRef
go back to reference Giovanardi M, Konstantinou T, Pollo R, Klein T (2023) Internet of Things for building façade traceability: a theoretical framework to enable circular economy through life-cycle information flows. J Clean Prod 382:135261CrossRef Giovanardi M, Konstantinou T, Pollo R, Klein T (2023) Internet of Things for building façade traceability: a theoretical framework to enable circular economy through life-cycle information flows. J Clean Prod 382:135261CrossRef
go back to reference Hald KS, Kinra A (2019) How the blockchain enables and constrains supply chain performance. Int J Phys Distrib Logist Manag 49(4):376–397CrossRef Hald KS, Kinra A (2019) How the blockchain enables and constrains supply chain performance. Int J Phys Distrib Logist Manag 49(4):376–397CrossRef
go back to reference Hettiarachchi BD, Seuring S, Brandenburg M (2022) Industry 4.0-driven operations and supply chains for the circular economy: a bibliometric analysis. Oper Manag Res 1–21 Hettiarachchi BD, Seuring S, Brandenburg M (2022) Industry 4.0-driven operations and supply chains for the circular economy: a bibliometric analysis. Oper Manag Res 1–21
go back to reference Ho SC, Kauffman R, Liang TP (2007) A growth theory perspective on B2C e-commerce growth in Europe: an exploratory study. Electron Commer Res Appl 6(3):237–259CrossRef Ho SC, Kauffman R, Liang TP (2007) A growth theory perspective on B2C e-commerce growth in Europe: an exploratory study. Electron Commer Res Appl 6(3):237–259CrossRef
go back to reference Huang J, Kong L, Chen G, Wu MY, Liu X, Zeng P (2019) Towards secure industrial IoT: Blockchain system with credit-based consensus mechanism. IEEE Trans Industr Inf 15(6):3680–3689CrossRef Huang J, Kong L, Chen G, Wu MY, Liu X, Zeng P (2019) Towards secure industrial IoT: Blockchain system with credit-based consensus mechanism. IEEE Trans Industr Inf 15(6):3680–3689CrossRef
go back to reference Hwang G, Lee J, Park J, Chang TW (2017) Developing performance measurement system for Internet of Things and smart factory environment. Int J Prod Res 55(9):2590–2602CrossRef Hwang G, Lee J, Park J, Chang TW (2017) Developing performance measurement system for Internet of Things and smart factory environment. Int J Prod Res 55(9):2590–2602CrossRef
go back to reference Jauhar S, Asthankar KM, Kuthe AM (2012) Cost benefit analysis of rapid manufacturing in automotive industries. Adv Mech Eng Appl (AMEA) 2(3):181–188 Jauhar S, Asthankar KM, Kuthe AM (2012) Cost benefit analysis of rapid manufacturing in automotive industries. Adv Mech Eng Appl (AMEA) 2(3):181–188
go back to reference Jauhar S, Pant M, Deep A (2014) Differential evolution for supplier selection problem: a DEA based approach. In: Proceedings of the Third International Conference on Soft Computing for Problem Solving: SocProS 2013, Volume 1. Springer India. pp 343–353 Jauhar S, Pant M, Deep A (2014) Differential evolution for supplier selection problem: a DEA based approach. In: Proceedings of the Third International Conference on Soft Computing for Problem Solving: SocProS 2013, Volume 1. Springer India. pp 343–353
go back to reference Jauhar SK, Pant M (2016) Sustainable supplier selection: a new differential evolution strategy with automotive industry application. In: Recent Developments and New Direction in Soft-Computing Foundations and Applications: Selected Papers from the 4th World Conference on Soft Computing, May 25–27, 2014, Berkeley. Springer International Publishing. pp 353–371 Jauhar SK, Pant M (2016) Sustainable supplier selection: a new differential evolution strategy with automotive industry application. In: Recent Developments and New Direction in Soft-Computing Foundations and Applications: Selected Papers from the 4th World Conference on Soft Computing, May 25–27, 2014, Berkeley. Springer International Publishing. pp 353–371
go back to reference Jauhar SK, Pant M, Deep A (2013) An approach to solve multi-criteria supplier selection while considering environmental aspects using differential evolution. In: Swarm, Evolutionary, and Memetic Computing: 4th International Conference, SEMCCO 2013, Chennai, India, December 19–21, 2013, Proceedings, Part I 4. Springer International Publishing. pp 199–208 Jauhar SK, Pant M, Deep A (2013) An approach to solve multi-criteria supplier selection while considering environmental aspects using differential evolution. In: Swarm, Evolutionary, and Memetic Computing: 4th International Conference, SEMCCO 2013, Chennai, India, December 19–21, 2013, Proceedings, Part I 4. Springer International Publishing. pp 199–208
go back to reference Johansson N, Henriksson M (2020) Circular economy running in circles? A discourse analysis of shifts in ideas of circularity in Swedish environmental policy. Sustain Prod Consum 23:148–156CrossRef Johansson N, Henriksson M (2020) Circular economy running in circles? A discourse analysis of shifts in ideas of circularity in Swedish environmental policy. Sustain Prod Consum 23:148–156CrossRef
go back to reference Kamp B, Parry G (2017) Servitization and advanced business services as levers for competitiveness. Ind Mark Manag 60:4–10CrossRef Kamp B, Parry G (2017) Servitization and advanced business services as levers for competitiveness. Ind Mark Manag 60:4–10CrossRef
go back to reference Kamran M, Khan HU, Nisar W, Farooq M, Rehman SU (2020) Blockchain and Internet of Things: A bibliometric study. Comput Electr Eng 81:106525 Kamran M, Khan HU, Nisar W, Farooq M, Rehman SU (2020) Blockchain and Internet of Things: A bibliometric study. Comput Electr Eng 81:106525
go back to reference Kong L, Liu XY, Sheng H, Zeng P, Chen G (2019) Federated tensor mining for secure industrial internet of things. IEEE Trans Industr Inf 16(3):2144–2153CrossRef Kong L, Liu XY, Sheng H, Zeng P, Chen G (2019) Federated tensor mining for secure industrial internet of things. IEEE Trans Industr Inf 16(3):2144–2153CrossRef
go back to reference Krishnamurthy R, Cecil J (2018) A next-generation IoT-based collaborative framework for electronics assembly. Int J Adv Manuf Technol 96(1–4):39–52CrossRef Krishnamurthy R, Cecil J (2018) A next-generation IoT-based collaborative framework for electronics assembly. Int J Adv Manuf Technol 96(1–4):39–52CrossRef
go back to reference Kshetri N (2018) 1 Blockchain’s roles in meeting key supply chain management objectives. Int J Inf Manag 39:80–89CrossRef Kshetri N (2018) 1 Blockchain’s roles in meeting key supply chain management objectives. Int J Inf Manag 39:80–89CrossRef
go back to reference Lee B, Lee JH (2017) Blockchain-based secure firmware update for embedded devices in an Internet of Things environment. J Supercomput 73(3):1152–1167CrossRef Lee B, Lee JH (2017) Blockchain-based secure firmware update for embedded devices in an Internet of Things environment. J Supercomput 73(3):1152–1167CrossRef
go back to reference Lewandowski M (2016) Designing the business models for circular economy—Towards the conceptual framework. Sustainability 8(1):43CrossRef Lewandowski M (2016) Designing the business models for circular economy—Towards the conceptual framework. Sustainability 8(1):43CrossRef
go back to reference Lin P, Li M, Kong X, Chen J, Huang GQ, Wang M (2018) Synchronisation for smart factory-towards IoT-enabled mechanisms. Int J Comput Integr Manuf 31(7):624–635CrossRef Lin P, Li M, Kong X, Chen J, Huang GQ, Wang M (2018) Synchronisation for smart factory-towards IoT-enabled mechanisms. Int J Comput Integr Manuf 31(7):624–635CrossRef
go back to reference Liu L, Song W, Liu Y (2023) Leveraging digital capabilities toward a circular economy: Reinforcing sustainable supply chain management with Industry 4.0 technologies. Comput Ind Eng 178:109113 Liu L, Song W, Liu Y (2023) Leveraging digital capabilities toward a circular economy: Reinforcing sustainable supply chain management with Industry 4.0 technologies. Comput Ind Eng 178:109113
go back to reference Liu Q, Trevisan AH, Yang M, Mascarenhas J (2022) A framework of digital technologies for the circular economy: Digital functions and mechanisms. Bus Strateg Environ 31(5):2171–2192CrossRef Liu Q, Trevisan AH, Yang M, Mascarenhas J (2022) A framework of digital technologies for the circular economy: Digital functions and mechanisms. Bus Strateg Environ 31(5):2171–2192CrossRef
go back to reference Liu Y, Tong K, Mao F, Yang J (2020) Research on digital production technology for traditional manufacturing enterprises based on industrial Internet of Things in 5G era. Int J Adv Manuf Technol 107(3):1101–1114CrossRef Liu Y, Tong K, Mao F, Yang J (2020) Research on digital production technology for traditional manufacturing enterprises based on industrial Internet of Things in 5G era. Int J Adv Manuf Technol 107(3):1101–1114CrossRef
go back to reference Lund D, MacGillivray C, Turner V, Morales M (2014) Worldwide and regional Internet of Things (IoT) 2014–2020 forecast: a virtuous circle of proven value and demand. International Data Corporation, Framingham (2014 May). Report No.: IDC #248451 Lund D, MacGillivray C, Turner V, Morales M (2014) Worldwide and regional Internet of Things (IoT) 2014–2020 forecast: a virtuous circle of proven value and demand. International Data Corporation, Framingham (2014 May). Report No.: IDC #248451
go back to reference Mhatre P, Panchal R, Singh A, Bibyan S (2021) A systematic literature review on the circular economy initiatives in the European Union. Sustain Prod Consum 26:187–202CrossRef Mhatre P, Panchal R, Singh A, Bibyan S (2021) A systematic literature review on the circular economy initiatives in the European Union. Sustain Prod Consum 26:187–202CrossRef
go back to reference Nandi ML, Nandi S, Moya H, Kaynak H (2020) Blockchain technology-enabled supply chain systems and supply chain performance: a resource-based view. Int J Supply Chain Manag 25(60):841–862CrossRef Nandi ML, Nandi S, Moya H, Kaynak H (2020) Blockchain technology-enabled supply chain systems and supply chain performance: a resource-based view. Int J Supply Chain Manag 25(60):841–862CrossRef
go back to reference Nobre GC, Tavares E (2017) Scientific literature analysis on big data and internet of things applications on circular economy: a bibliometric study. Scientometrics 111(1):463–492CrossRef Nobre GC, Tavares E (2017) Scientific literature analysis on big data and internet of things applications on circular economy: a bibliometric study. Scientometrics 111(1):463–492CrossRef
go back to reference Pagoropoulos A, Pigosso DC, McAloone TC (2017) The emergent role of digital technologies in the Circular Economy: a review. Procedia CIRP 64:19–24CrossRef Pagoropoulos A, Pigosso DC, McAloone TC (2017) The emergent role of digital technologies in the Circular Economy: a review. Procedia CIRP 64:19–24CrossRef
go back to reference Park KT, Nam YW, Lee HS, Im SJ, Noh SD, Son JY, Kim H (2019) Design and implementation of a digital twin application for a connected micro smart factory. Int J Comput Integr Manuf 32(6):596–614CrossRef Park KT, Nam YW, Lee HS, Im SJ, Noh SD, Son JY, Kim H (2019) Design and implementation of a digital twin application for a connected micro smart factory. Int J Comput Integr Manuf 32(6):596–614CrossRef
go back to reference Park Y, Woo J, Choi S (2020) A cloud-based digital twin manufacturing system based on an interoperable data Schema for smart manufacturing. Int J Comput Integr Manuf 33(12):1259–1276CrossRef Park Y, Woo J, Choi S (2020) A cloud-based digital twin manufacturing system based on an interoperable data Schema for smart manufacturing. Int J Comput Integr Manuf 33(12):1259–1276CrossRef
go back to reference Prajapati D, Jauhar SK, Gunasekaran A, Kamble SS, Pratap S (2022) Blockchain and IoT embedded sustainable virtual closed-loop supply chain in E-commerce towards the circular economy. Comput Ind Eng 172:108530CrossRef Prajapati D, Jauhar SK, Gunasekaran A, Kamble SS, Pratap S (2022) Blockchain and IoT embedded sustainable virtual closed-loop supply chain in E-commerce towards the circular economy. Comput Ind Eng 172:108530CrossRef
go back to reference Pratap S, Jauhar SK, Paul SK, Zhou F (2022) Stochastic optimization approach for green routing and planning in perishable food production. J Clean Prod 333:130063CrossRef Pratap S, Jauhar SK, Paul SK, Zhou F (2022) Stochastic optimization approach for green routing and planning in perishable food production. J Clean Prod 333:130063CrossRef
go back to reference Queiroz MM, Wamba SF (2019) Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA. Int J Inform Manage 46:70–82CrossRef Queiroz MM, Wamba SF (2019) Blockchain adoption challenges in supply chain: An empirical investigation of the main drivers in India and the USA. Int J Inform Manage 46:70–82CrossRef
go back to reference Rahmanzadeh S, Pishvaee MS, Rasouli MR (2020) Integrated innovative product design and supply chain tactical planning within a blockchain platform. Int J Prod Res 58(7):2242–2262CrossRef Rahmanzadeh S, Pishvaee MS, Rasouli MR (2020) Integrated innovative product design and supply chain tactical planning within a blockchain platform. Int J Prod Res 58(7):2242–2262CrossRef
go back to reference Rejeb A, Suhaiza Z, Rejeb K, Seuring S, Treiblmaier H (2022) The Internet of Things and the circular economy: a systematic literature review and research agenda. J Clean Prod 131439 Rejeb A, Suhaiza Z, Rejeb K, Seuring S, Treiblmaier H (2022) The Internet of Things and the circular economy: a systematic literature review and research agenda. J Clean Prod 131439
go back to reference Sengazani MV, Sequeira AH, Jauhar SK, Kumar V (2020) Sustainable postal service design: Integrating quality function deployment from the customers perspective. Int J Syst Assur Eng Manag 11(2):494–505CrossRef Sengazani MV, Sequeira AH, Jauhar SK, Kumar V (2020) Sustainable postal service design: Integrating quality function deployment from the customers perspective. Int J Syst Assur Eng Manag 11(2):494–505CrossRef
go back to reference Sheel A, Nath V (2019) Effect of blockchain technology adoption on supply chain adaptability, agility, alignment and performance. Manag Res Rev 42(12):1353–1374CrossRef Sheel A, Nath V (2019) Effect of blockchain technology adoption on supply chain adaptability, agility, alignment and performance. Manag Res Rev 42(12):1353–1374CrossRef
go back to reference Shekarian E, Kazemi N, Abdul-Rashid SH, Olugu EU (2017) Fuzzy inventory models: A comprehensive review. Appl Soft Comput 55:588–621CrossRef Shekarian E, Kazemi N, Abdul-Rashid SH, Olugu EU (2017) Fuzzy inventory models: A comprehensive review. Appl Soft Comput 55:588–621CrossRef
go back to reference Sun X, Wang X (2022) Modeling and analyzing the impact of the internet of things-based industry 4.0 on circular economy practices for sustainable development: evidence from the food processing industry of China. Front Psychol 13:866361 Sun X, Wang X (2022) Modeling and analyzing the impact of the internet of things-based industry 4.0 on circular economy practices for sustainable development: evidence from the food processing industry of China. Front Psychol 13:866361
go back to reference Sun Y, Li S (2021) A systematic review of the research framework and evolution of smart homes based on the internet of things. Telecommun Syst 77:597–623CrossRef Sun Y, Li S (2021) A systematic review of the research framework and evolution of smart homes based on the internet of things. Telecommun Syst 77:597–623CrossRef
go back to reference Tao F, Cheng J, Qi Q (2017) IIHub: an industrial Internet-of-Things hub toward smart manufacturing based on cyber-physical system. IEEE Trans Industr Inf 14(5):2271–2280CrossRef Tao F, Cheng J, Qi Q (2017) IIHub: an industrial Internet-of-Things hub toward smart manufacturing based on cyber-physical system. IEEE Trans Industr Inf 14(5):2271–2280CrossRef
go back to reference Villalobos K, Ramírez-Durán VJ, Diez B, Blanco JM, Goñi A, Illarramendi A (2020) A three level hierarchical architecture for an efficient storage of industry 4.0 data. Comput Ind 121:103257 Villalobos K, Ramírez-Durán VJ, Diez B, Blanco JM, Goñi A, Illarramendi A (2020) A three level hierarchical architecture for an efficient storage of industry 4.0 data. Comput Ind 121:103257
go back to reference World Economic Forum (2016) The new plastics economy: Rethinking the future of plastics. World Economic Forum, Geneva World Economic Forum (2016) The new plastics economy: Rethinking the future of plastics. World Economic Forum, Geneva
go back to reference Yu H, Zhang X (2017) Research on the application of IoT in E-Commerce. In: Proceedings - 2017 IEEE International Conference on Computational Science and Engineering and IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, CSE and EUC 2017, 2, pp 434–436. https://doi.org/10.1109/CSE-EUC.2017.269 Yu H, Zhang X (2017) Research on the application of IoT in E-Commerce. In: Proceedings - 2017 IEEE International Conference on Computational Science and Engineering and IEEE/IFIP International Conference on Embedded and Ubiquitous Computing, CSE and EUC 2017, 2, pp 434–436. https://​doi.​org/​10.​1109/​CSE-EUC.​2017.​269
go back to reference Zhang Y, Guo Z, Lv J, Liu Y (2018) A framework for smart production-logistics systems based on CPS and industrial IoT. IEEE Trans Industr Inf 14(9):4019–4032CrossRef Zhang Y, Guo Z, Lv J, Liu Y (2018) A framework for smart production-logistics systems based on CPS and industrial IoT. IEEE Trans Industr Inf 14(9):4019–4032CrossRef
go back to reference Zlamparet GI, Tan Q, Stevels AB, Li J (2018) Resource conservation approached with an appropriate collection and upgrade-remanufacturing for used electronic products. Waste Manag 73:78–86CrossRef Zlamparet GI, Tan Q, Stevels AB, Li J (2018) Resource conservation approached with an appropriate collection and upgrade-remanufacturing for used electronic products. Waste Manag 73:78–86CrossRef
Metadata
Title
Internet of things based innovative solutions and emerging research clusters in circular economy
Authors
Sunil Jauhar
Saurabh Pratap
Lakshay
Sanjoy Paul
Angappa Gunasekaran
Publication date
12-10-2023
Publisher
Springer US
Published in
Operations Management Research / Issue 4/2023
Print ISSN: 1936-9735
Electronic ISSN: 1936-9743
DOI
https://doi.org/10.1007/s12063-023-00421-9

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