Constructing an intelligent agent-centric framework for supply chain traceability with blockchain integration

Abstract

Blockchain technology (BCT) has significantly affected various core challenges in distributed systems, particularly traceability. Integrating BCT into supply chain management offers stakeholders enhanced security, traceability, and reliability. A comprehensive traceability system covering the complete process flow and product tracking is essential for meeting specific quality standards and making informed decisions during supply chain operations. An intelligent software-agent-oriented system with blockchain implementation could be a viable solution to address the need for operational traceability in a decentralized supply chain environment. This study presents a framework for supply chain traceability that includes comprehensive workflow tracking and control, considering both internal and external traceability perspectives. The effectiveness of the proposed framework has been evaluated in the context of a gasoline manufacturing and distribution supply chain. It demonstrates how the proposed framework helps to establish a resilient supply chain that ensures the accurate execution of activities throughout the entire supply chain lifecycle.

Graphical abstract

Keywords

blockchain technology / multi-agent system / smart contract / supply chain management / traceability

References

[1] Adamashvili N, State R, Tricase C, Fiore M, (2021). Blockchain-based wine supply chain for the industry advancement. Sustainability, 13( 23): 13070–13088

[2] Anupama Kumar S, Anusha M, (2023). Blockchain enabled supply chain management. SN Computer Science, 4( 2): 179

[3] Bandhu K C, Litoriya R, Lowanshi P, Jindal M, Chouhan L, Jain S, (2023). Making drug supply chain secure traceable and efficient: A blockchain and smart contract based implementation. Multimedia Tools and Applications, 82( 15): 23541–23568

[4] BarallaGPinna ACorriasG (2019). Ensure traceability in European food supply chain by using a blockchain system. In: 2019 IEEE/ACM 2nd International Workshop on Emerging Trends in Software Engineering for Blockchain. IEEE, 40–47

[5] BasnayakeB M A LRajapakseC (2019). A blockchain-based decentralized system to ensure the transparency of the organic food supply chain. In: 2019 International Research Conference on Smart Computing and Systems Engineering. IEEE,103–107

[6] BiswasKMuthukkumarasamy VTanW L (2017). Blockchain-based wine supply chain traceability system. In: Future Technologies Conference (FTC) 2017. The Science and Information Organization, 56–62

[7] BocekT.Rodrigues B. BStrasserT.StillerB. (2017). Blockchains everywhere- a use-case of blockchains in the pharma supply chain. In 2017 IFIP/IEEE symposium on integrated network and service management. IEEE, 772–777

[8] Cao S, Foth M, Powell W, Miller T, Li M, (2022). A blockchain-based multisignature approach for supply chain governance: A use case from the Australian beef industry. Blockchain Research and Applications, 3( 4): 100091

[9] Chen C L, Lim Z Y, Liao H C, (2023). Blockchain-based alcoholic beverages supply chain management system. Journal of Ambient Intelligence and Humanized Computing, 14( 3): 2493–2523

[10] Cimino M G, Marcelloni F, (2011). Autonomic tracing of production processes with mobile and agent-based computing. Information Sciences, 181( 5): 935–953

[11] Cinque M, Esposito C, Russo S, Tamburis O, (2020). Blockchain-empowered decentralised trust management for the Internet of Vehicles security. Computers & Electrical Engineering, 86: 106722

[12] Dasaklis T K, Voutsinas T G, Tsoulfas G T, Casino F, (2022). A systematic literature review of blockchain-enabled supply chain traceability implementations. Sustainability, 14( 4): 2439

[13] Hasan H R, Salah K, Jayaraman R, Ahmad R W, Yaqoob I, Omar M, (2020). Blockchain-based solution for the traceability of spare parts in manufacturing. IEEE Access: Practical Innovations, Open Solutions, 8: 100308–100322

[14] Jabbar S, Lloyd H, Hammoudeh M, Adebisi B, Raza U, (2021). Blockchain-enabled supply chain: Analysis, challenges, and future directions. Multimedia Systems, 27( 4): 787–806

[15] Kamath R, (2018). Food traceability on blockchain: Walmart’s pork and mango pilots with IBM. Journal of the British Blockchain Association, 1( 1): 47–53

[16] Liu J, Zhang H, Zhen L, (2023). Blockchain technology in maritime supply chains: Applications, architecture, and challenges. International Journal of Production Research, 61( 11): 3547–3563

[17] Marbouh D, Abbasi T, Maasmi F, Omar I A, Debe M S, Salah K, Jayaraman R, Ellahham S, (2020). Blockchain for COVID-19: Review, opportunities, and a trusted tracking system. Arabian Journal for Science and Engineering, 45( 12): 9895–9911

[18] Marchese A, Tomarchio O, (2022). A blockchain-based system for agri-food supply chain traceability management. SN Computer Science, 3( 4): 279

[19] Nanda S K, Panda S K, Dash M, (2023). Medical supply chain integrated with blockchain and IoT to track the logistics of medical products. Multimedia Tools and Applications, 82( 21): 32917–32939

[20] Olsen P, Borit M, (2013). How to define traceability. Trends in Food Science & Technology, 29( 2): 142–150

[21] Ravi D, Ramachandran S, Vignesh R, Falmari V R, Brindha M, (2022). Privacy-preserving transparent supply chain management through Hyperledger Fabric. Blockchain Research and Applications, 3( 2): 100072

[22] Salah K, Nizamuddin N, Jayaraman R, Omar M, (2019). Blockchain-based soybean traceability in agricultural supply chain. IEEE Access: Practical Innovations, Open Solutions, 7: 73295–73305

[23] Sarfaraz A, Chakrabortty R K, Essam D L, (2023). The implications of blockchain-coordinated information sharing within a supply chain: A simulation study. Blockchain Research and Applications, 4( 1): 100–110

[24] Singh A, Gutub A, Nayyar A, Khan M K, (2023). Redefining food safety traceability system through blockchain: findings, challenges, and open issues. Multimedia Tools and Applications, 82( 14): 21243–21277

[25] SwainSPatra M R (2022a). A distributed software agent-oriented traceability milieu for blockchain-enabled supply Cchain. In: 2022 5th International Conference on Computational Intelligence and Networks. IEEE, 1–6

[26] SwainSPatra M R (2022b). A distributed agent-oriented framework for blockchain-enabled supply chain management. In: 2022 IEEE International Conference on Blockchain and Distributed Systems Security. IEEE, 1–7

[27] Swain S., Patra M. R, (2023). An inclusive smart contract deployment for the procurement cycle in a software agent-oriented blockchain-enabled supply chain framework. Research Journal of Berhampur University (RJBU), 5: 1–8

[28] SwainSPatra M R (2024). A distributed software agent-centric framework for supply chain networks empowered by blockchain: Insights into smart contracts. In: Operations. Research Forum, Springer, 5(2): 1–27

[29] Tsang Y P, Choy K L, Wu C H, Ho G T S, Lam H Y, (2019). Blockchain-driven IoT for food traceability with an integrated consensus mechanism. IEEE Access: Practical Innovations, Open Solutions, 7: 129000–129017

[30] Wang J, Liu J, Wang F, Yue X, (2021). Blockchain technology for port logistics capability: Exclusive or sharing. Transportation Research Part B: Methodological, 149: 347–392

[31] Wang L, He Y, Wu Z, (2022). Design of a blockchain-enabled traceability system framework for food supply chains. Foods, 11( 5): 744

[32] Zhang Z., Yuan Z., Ni G., Lin H., Lu Y., (2020). The quality traceability system for prefabricated buildings using blockchain: An integrated framework. Frontiers of Engineering Management, 7( 4): 528–546

Competing Interests:

The authors declare that they have no competing interests.

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2024 Higher Education Press