IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i11p6372-d568460.html
   My bibliography  Save this article

Sustainable Supply Chains with Blockchain, IoT and RFID: A Simulation on Order Management

Author

Listed:
  • Vincenzo Varriale

    (Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy)

  • Antonello Cammarano

    (Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy)

  • Francesca Michelino

    (Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy)

  • Mauro Caputo

    (Department of Industrial Engineering, University of Salerno, 84084 Fisciano, Italy)

Abstract

The digital transformation of supply chains should revolutionize entire management processes and improve various aspects of sustainability. In particular, the plans of Industry 4.0 aim towards a digitization of several procedures by exploiting emerging technologies such as the Internet of Things, RFID and blockchain. The purpose of this study is to highlight how order and disruption events processes can be improved with the adoption of emerging technologies and how this reflects on the improvement of sustainability aspects. The study is based on the comparison of two simulation scenarios between three actors in the cheese supply chain. In particular, a first traditional scenario “as is” is simulated without the use of new technologies and is compared to a second scenario “to be” that adopts IoT, RFID and blockchain. The results show an improvement in time performance for managing both perfect and non-compliant orders. The developed framework highlights the impact of new technologies on sustainability aspects, showing further managerial implications.

Suggested Citation

  • Vincenzo Varriale & Antonello Cammarano & Francesca Michelino & Mauro Caputo, 2021. "Sustainable Supply Chains with Blockchain, IoT and RFID: A Simulation on Order Management," Sustainability, MDPI, vol. 13(11), pages 1-23, June.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6372-:d:568460
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/11/6372/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/11/6372/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sachin Kamble & Angappa Gunasekaran & Himanshu Arha, 2019. "Understanding the Blockchain technology adoption in supply chains-Indian context," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2009-2033, April.
    2. Sara Saberi & Mahtab Kouhizadeh & Joseph Sarkis & Lejia Shen, 2019. "Blockchain technology and its relationships to sustainable supply chain management," International Journal of Production Research, Taylor & Francis Journals, vol. 57(7), pages 2117-2135, April.
    3. Jiho Yoon & Srinivas Talluri & Hakan Yildiz & Chwen Sheu, 2020. "The value of Blockchain technology implementation in international trades under demand volatility risk," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2163-2183, April.
    4. Vincenzo Varriale & Antonello Cammarano & Francesca Michelino & Mauro Caputo, 2020. "The Unknown Potential of Blockchain for Sustainable Supply Chains," Sustainability, MDPI, vol. 12(22), pages 1-16, November.
    5. Katarína Remeňová & Jakub Kintler & Nadežda Jankelová, 2020. "The General Concept of the Revenue Model for Sustainability Growth," Sustainability, MDPI, vol. 12(16), pages 1-12, August.
    6. Min, Hokey, 2019. "Blockchain technology for enhancing supply chain resilience," Business Horizons, Elsevier, vol. 62(1), pages 35-45.
    7. Jacopo Grecuccio & Edoardo Giusto & Fabio Fiori & Maurizio Rebaudengo, 2020. "Combining Blockchain and IoT: Food-Chain Traceability and Beyond," Energies, MDPI, vol. 13(15), pages 1-19, July.
    8. Michael Ketzenberg & Jacqueline Bloemhof & Gary Gaukler, 2015. "Managing Perishables with Time and Temperature History," Production and Operations Management, Production and Operations Management Society, vol. 24(1), pages 54-70, January.
    9. Gabriella M. Hastig & ManMohan S. Sodhi, 2020. "Blockchain for Supply Chain Traceability: Business Requirements and Critical Success Factors," Production and Operations Management, Production and Operations Management Society, vol. 29(4), pages 935-954, April.
    10. Tandon, Anushree & Kaur, Puneet & Mäntymäki, Matti & Dhir, Amandeep, 2021. "Blockchain applications in management: A bibliometric analysis and literature review," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    11. Yang, Chung-Shan, 2019. "Maritime shipping digitalization: Blockchain-based technology applications, future improvements, and intention to use," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 108-117.
    12. Bing Qing Tan & Fangfang Wang & Jia Liu & Kai Kang & Federica Costa, 2020. "A Blockchain-Based Framework for Green Logistics in Supply Chains," Sustainability, MDPI, vol. 12(11), pages 1-13, June.
    13. Dmitry Ivanov, 2018. "Revealing interfaces of supply chain resilience and sustainability: a simulation study," International Journal of Production Research, Taylor & Francis Journals, vol. 56(10), pages 3507-3523, May.
    14. Fran Casino & Venetis Kanakaris & Thomas K. Dasaklis & Socrates Moschuris & Spiros Stachtiaris & Maria Pagoni & Nikolaos P. Rachaniotis, 2021. "Blockchain-based food supply chain traceability: a case study in the dairy sector," International Journal of Production Research, Taylor & Francis Journals, vol. 59(19), pages 5758-5770, October.
    15. Bogataj, David & Bogataj, Marija & Hudoklin, Domen, 2017. "Mitigating risks of perishable products in the cyber-physical systems based on the extended MRP model," International Journal of Production Economics, Elsevier, vol. 193(C), pages 51-62.
    16. Mahtab Kouhizadeh & Joseph Sarkis, 2018. "Blockchain Practices, Potentials, and Perspectives in Greening Supply Chains," Sustainability, MDPI, vol. 10(10), pages 1-16, October.
    17. Yanling Chang & Eleftherios Iakovou & Weidong Shi, 2020. "Blockchain in global supply chains and cross border trade: a critical synthesis of the state-of-the-art, challenges and opportunities," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2082-2099, April.
    18. Giannikas, Vaggelis & McFarlane, Duncan, 2021. "Examining the value of flexible logistics offerings," European Journal of Operational Research, Elsevier, vol. 290(3), pages 968-981.
    19. Fleisch, Elgar & Tellkamp, Christian, 2005. "Inventory inaccuracy and supply chain performance: a simulation study of a retail supply chain," International Journal of Production Economics, Elsevier, vol. 95(3), pages 373-385, March.
    20. Alexandre Dolgui & Dmitry Ivanov & Semyon Potryasaev & Boris Sokolov & Marina Ivanova & Frank Werner, 2020. "Blockchain-oriented dynamic modelling of smart contract design and execution in the supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2184-2199, April.
    21. Lohmer, Jacob & Bugert, Niels & Lasch, Rainer, 2020. "Analysis of resilience strategies and ripple effect in blockchain-coordinated supply chains: An agent-based simulation study," International Journal of Production Economics, Elsevier, vol. 228(C).
    22. Choi, Tsan-Ming & Luo, Suyuan, 2019. "Data quality challenges for sustainable fashion supply chain operations in emerging markets: Roles of blockchain, government sponsors and environment taxes," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 131(C), pages 139-152.
    23. Antonello Cammarano & Mauro Caputo & Emilia Lamberti & Francesca Michelino, 2017. "R&D Collaboration Strategies for Innovation: An Empirical Study Through Social Network Analysis," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 14(01), pages 1-24, February.
    24. V. K. Manupati & Tobias Schoenherr & M. Ramkumar & Stephan M. Wagner & Sai Krishna Pabba & R. Inder Raj Singh, 2020. "A blockchain-based approach for a multi-echelon sustainable supply chain," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2222-2241, April.
    25. Kamble, Sachin S. & Gunasekaran, Angappa & Gawankar, Shradha A., 2020. "Achieving sustainable performance in a data-driven agriculture supply chain: A review for research and applications," International Journal of Production Economics, Elsevier, vol. 219(C), pages 179-194.
    26. Francesca Michelino & Antonello Cammarano & Andrea Celone & Mauro Caputo, 2019. "The Linkage between Sustainability and Innovation Performance in IT Hardware Sector," Sustainability, MDPI, vol. 11(16), pages 1-15, August.
    27. Özden Tozanlı & Elif Kongar & Surendra M. Gupta, 2020. "Trade-in-to-upgrade as a marketing strategy in disassembly-to-order systems at the edge of blockchain technology," International Journal of Production Research, Taylor & Francis Journals, vol. 58(23), pages 7183-7200, December.
    28. Chang, Shuchih Ernest & Chen, Yi-Chian & Lu, Ming-Fang, 2019. "Supply chain re-engineering using blockchain technology: A case of smart contract based tracking process," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 1-11.
    29. C.K.M. Lee & Yaqiong Lv & K.K.H. Ng & William Ho & K.L. Choy, 2018. "Design and application of Internet of things-based warehouse management system for smart logistics," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2753-2768, April.
    30. Aiello, Giuseppe & Enea, Mario & Muriana, Cinzia, 2015. "The expected value of the traceability information," European Journal of Operational Research, Elsevier, vol. 244(1), pages 176-186.
    31. Mohamed Ben-Daya & Elkafi Hassini & Zied Bahroun, 2019. "Internet of things and supply chain management: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4719-4742, August.
    32. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    33. Borgonovo, Emanuele & Plischke, Elmar, 2016. "Sensitivity analysis: A review of recent advances," European Journal of Operational Research, Elsevier, vol. 248(3), pages 869-887.
    34. Zhiyuan Wang & Zhiqiang (Eric) Zheng & Wei Jiang & Shaojie Tang, 2021. "Blockchain‐Enabled Data Sharing in Supply Chains: Model, Operationalization, and Tutorial," Production and Operations Management, Production and Operations Management Society, vol. 30(7), pages 1965-1985, July.
    35. Paul D. Larson, 2021. "Relationships between Logistics Performance and Aspects of Sustainability: A Cross-Country Analysis," Sustainability, MDPI, vol. 13(2), pages 1-13, January.
    36. Pierluigi Zerbino & Davide Aloini & Riccardo Dulmin & Valeria Mininno, 2019. "Towards Analytics-Enabled Efficiency Improvements in Maritime Transportation: A Case Study in a Mediterranean Port," Sustainability, MDPI, vol. 11(16), pages 1-20, August.
    37. Janya Chanchaichujit & Sreejith Balasubramanian & Ng Si Min Charmaine, 2020. "A systematic literature review on the benefit-drivers of RFID implementation in supply chains and its impact on organizational competitive advantage," Cogent Business & Management, Taylor & Francis Journals, vol. 7(1), pages 1818408-181, January.
    38. Mehrdokht Pournader & Yangyan Shi & Stefan Seuring & S.C. Lenny Koh, 2020. "Blockchain applications in supply chains, transport and logistics: a systematic review of the literature," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2063-2081, April.
    39. Gonzalo Wandosell & María C. Parra-Meroño & Alfredo Alcayde & Raúl Baños, 2021. "Green Packaging from Consumer and Business Perspectives," Sustainability, MDPI, vol. 13(3), pages 1-19, January.
    40. Chunguang Bai & Joseph Sarkis, 2020. "A supply chain transparency and sustainability technology appraisal model for blockchain technology," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2142-2162, April.
    41. Sarac, Aysegul & Absi, Nabil & Dauzère-Pérès, Stéphane, 2010. "A literature review on the impact of RFID technologies on supply chain management," International Journal of Production Economics, Elsevier, vol. 128(1), pages 77-95, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hang Yu & Senlai Zhu & Jie Yang, 2021. "The Quality Control System of Green Composite Wind Turbine Blade Supply Chain Based on Blockchain Technology," Sustainability, MDPI, vol. 13(15), pages 1-18, July.
    2. Antonello Cammarano & Vincenzo Varriale & Francesca Michelino & Mauro Caputo, 2022. "Open and Crowd-Based Platforms: Impact on Organizational and Market Performance," Sustainability, MDPI, vol. 14(4), pages 1-26, February.
    3. Asterios Stroumpoulis & Evangelia Kopanaki, 2022. "Theoretical Perspectives on Sustainable Supply Chain Management and Digital Transformation: A Literature Review and a Conceptual Framework," Sustainability, MDPI, vol. 14(8), pages 1-30, April.
    4. Viviana D’Angelo & Valeria Belvedere, 2023. "Green Supply Chains and Digital Supply Chains: Identifying Overlapping Areas," Sustainability, MDPI, vol. 15(12), pages 1-18, June.
    5. Marcin Relich, 2023. "A Data-Driven Approach for Improving Sustainable Product Development," Sustainability, MDPI, vol. 15(8), pages 1-18, April.
    6. Sara Romagnoli & Claudia Tarabu' & Behzad Maleki Vishkaei & Pietro De Giovanni, 2023. "The Impact of Digital Technologies and Sustainable Practices on Circular Supply Chain Management," Logistics, MDPI, vol. 7(1), pages 1-17, January.
    7. Jiping Xu & Jiaqi Han & Zhibo Qi & Zixuan Jiang & Ke Xu & Minzhang Zheng & Xin Zhang, 2022. "A Reliable Traceability Model for Grain and Oil Quality Safety Based on Blockchain and Industrial Internet," Sustainability, MDPI, vol. 14(22), pages 1-27, November.
    8. Jaehun Joo & Yuming Han, 2021. "An Evidence of Distributed Trust in Blockchain-Based Sustainable Food Supply Chain," Sustainability, MDPI, vol. 13(19), pages 1-15, October.
    9. Harshad Sonar & Ayon Mukherjee & Angappa Gunasekaran & Rajesh Kr Singh, 2022. "Sustainable supply chain management of automotive sector in context to the circular economy: A strategic framework," Business Strategy and the Environment, Wiley Blackwell, vol. 31(7), pages 3635-3648, November.
    10. Mona Haji & Frank Himpel, 2024. "Building Resilience in Food Security: Sustainable Strategies Post-COVID-19," Sustainability, MDPI, vol. 16(3), pages 1-18, January.
    11. Sumit Kumar Rana & Hee-Cheol Kim & Subhendu Kumar Pani & Sanjeev Kumar Rana & Moon-Il Joo & Arun Kumar Rana & Satyabrata Aich, 2021. "Blockchain-Based Model to Improve the Performance of the Next-Generation Digital Supply Chain," Sustainability, MDPI, vol. 13(18), pages 1-16, September.
    12. Andrea Celone & Antonello Cammarano & Mauro Caputo & Francesca Michelino, 2022. "Features of Sustainability-Oriented Innovations: A Content Analysis of Patent Abstracts," Sustainability, MDPI, vol. 14(23), pages 1-16, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Vincenzo Varriale & Antonello Cammarano & Francesca Michelino & Mauro Caputo, 2020. "The Unknown Potential of Blockchain for Sustainable Supply Chains," Sustainability, MDPI, vol. 12(22), pages 1-16, November.
    2. Choi, Tsan-Ming & Siqin, Tana, 2022. "Blockchain in logistics and production from Blockchain 1.0 to Blockchain 5.0: An intra-inter-organizational framework," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 160(C).
    3. Antonello Cammarano & Vincenzo Varriale & Francesca Michelino & Mauro Caputo, 2023. "Blockchain as enabling factor for implementing RFID and IoT technologies in VMI: a simulation on the Parmigiano Reggiano supply chain," Operations Management Research, Springer, vol. 16(2), pages 726-754, June.
    4. Ulpan Tokkozhina & Ana Lucia Martins & Joao C. Ferreira, 2023. "Uncovering dimensions of the impact of blockchain technology in supply chain management," Operations Management Research, Springer, vol. 16(1), pages 99-125, March.
    5. Abderahman Rejeb & Karim Rejeb & Steve Simske & Horst Treiblmaier, 2021. "Blockchain Technologies in Logistics and Supply Chain Management: A Bibliometric Review," Logistics, MDPI, vol. 5(4), pages 1-28, October.
    6. Amin Vafadarnikjoo & Hadi Badri Ahmadi & James J. H. Liou & Tiago Botelho & Konstantinos Chalvatzis, 2023. "Analyzing blockchain adoption barriers in manufacturing supply chains by the neutrosophic analytic hierarchy process," Annals of Operations Research, Springer, vol. 327(1), pages 129-156, August.
    7. Montecchi, Matteo & Plangger, Kirk & West, Douglas C., 2021. "Supply chain transparency: A bibliometric review and research agenda," International Journal of Production Economics, Elsevier, vol. 238(C).
    8. Qingyu Zhang & Salman Khan & Safeer Ullah Khan & Ikram Ullah Khan, 2023. "Understanding Blockchain Technology Adoption in Operation and Supply Chain Management of Pakistan: Extending UTAUT Model With Technology Readiness, Technology Affinity and Trust," SAGE Open, , vol. 13(4), pages 21582440231, October.
    9. Dutta, Pankaj & Choi, Tsan-Ming & Somani, Surabhi & Butala, Richa, 2020. "Blockchain technology in supply chain operations: Applications, challenges and research opportunities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    10. Arim Park & Huan Li, 2021. "The Effect of Blockchain Technology on Supply Chain Sustainability Performances," Sustainability, MDPI, vol. 13(4), pages 1-18, February.
    11. Bai, Chunguang & Sarkis, Joseph, 2022. "A critical review of formal analytical modeling for blockchain technology in production, operations, and supply chains: Harnessing progress for future potential," International Journal of Production Economics, Elsevier, vol. 250(C).
    12. Kumar, Sourabh & Barua, Mukesh Kumar, 2023. "Exploring the hyperledger blockchain technology disruption and barriers of blockchain adoption in petroleum supply chain," Resources Policy, Elsevier, vol. 81(C).
    13. Ashish Dwivedi & Dindayal Agrawal & Sanjoy Kumar Paul & Saurabh Pratap, 2023. "Modeling the blockchain readiness challenges for product recovery system," Annals of Operations Research, Springer, vol. 327(1), pages 493-537, August.
    14. Jacob Lohmer & Elias Ribeiro da Silva & Rainer Lasch, 2022. "Blockchain Technology in Operations & Supply Chain Management: A Content Analysis," Sustainability, MDPI, vol. 14(10), pages 1-88, May.
    15. Vineet Paliwal & Shalini Chandra & Suneel Sharma, 2020. "Blockchain Technology for Sustainable Supply Chain Management: A Systematic Literature Review and a Classification Framework," Sustainability, MDPI, vol. 12(18), pages 1-39, September.
    16. Liu, Shuai & Hua, Guowei & Kang, Yuxuan & Edwin Cheng, T.C. & Xu, Yadong, 2022. "What value does blockchain bring to the imported fresh food supply chain?," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 165(C).
    17. Sachin Kumar Mangla & Yiğit Kazançoğlu & Abdullah Yıldızbaşı & Cihat Öztürk & Ahmet Çalık, 2022. "A conceptual framework for blockchain‐based sustainable supply chain and evaluating implementation barriers: A case of the tea supply chain," Business Strategy and the Environment, Wiley Blackwell, vol. 31(8), pages 3693-3716, December.
    18. Sundarakani, Balan & Ajaykumar, Aneesh & Gunasekaran, Angappa, 2021. "Big data driven supply chain design and applications for blockchain: An action research using case study approach," Omega, Elsevier, vol. 102(C).
    19. Chuangneng Cai & Xiancheng Hao & Kui Wang & Xuebing Dong, 2023. "The Impact of Perceived Benefits on Blockchain Adoption in Supply Chain Management," Sustainability, MDPI, vol. 15(8), pages 1-24, April.
    20. Mangla, Sachin Kumar & Kazancoglu, Yigit & Ekinci, Esra & Liu, Mengqi & Özbiltekin, Melisa & Sezer, Muruvvet Deniz, 2021. "Using system dynamics to analyze the societal impacts of blockchain technology in milk supply chainsrefer," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:11:p:6372-:d:568460. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.