数字孪生驱动的区域食品供应链：回顾与研究议程

IF 10.4 1区计算机科学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS

Journal of Industrial Information Integration Pub Date : 2025-04-12 DOI:10.1016/j.jii.2025.100851

José Monteiro, João Barata

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引用次数: 0

摘要

可持续、有韧性和高效的区域粮食供应链（RFSCs）对于应对粮食安全、气候变化和资源优化等全球挑战至关重要。数字孪生（DT）已成为实时监控、预测分析和流程优化的强大工具，为区域粮食供应链的现代化和一体化提供了可行的见解。我们对 133 项研究进行了系统的文献综述，揭示了 DT 如何改变 RFSC，以及采用 DT 所面临的挑战和机遇。研究结果表明，数据技术可促进知情决策、提高资源效率、减少浪费并增强地区抵御外部干扰的能力，从而加强区域服务中心的管理。这项研究通过确定数据传输在优化区域渔业服务中心从生产到消费的每个过程中的独特作用，推动了技术发展。主要贡献包括：(1)确定了数据传输技术在提高区域配送中心的可持续性、复原力和效率方面的潜力；(2)分析了数据传输技术的互操作性、数据集成和网络安全方面的挑战；(3)探讨了数据传输技术如何通过改善可追溯性和物流促进区域发展；(4)提出了附加说明的研究议程。本综述为研究人员和从业人员提供了一个全面的理论框架和实践指导，使他们能够在区域供应链中利用 DTs 在区域范围内创建可持续的、以人为本的和有弹性的供应链。

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Digital twin-enabled regional food supply chain: A review and research agenda

Sustainable, resilient, and efficient Regional Food Supply Chains (RFSCs) are critical to addressing global challenges such as food security, climate change, and resource optimization. Digital Twins (DTs) have emerged as powerful tools for real-time monitoring, predictive analysis, and process optimization, providing actionable insights for the modernization and integration of RFSCs. Our systematic literature review of 133 studies reveals how DTs can transform RFSCs and the challenges and opportunities associated with their adoption. The findings suggest that DTs enhance RFSC management by facilitating informed decision-making, improving resource efficiency, reducing waste, and promoting regional resilience to external disruptions. This work advances the state of the art by identifying the unique role of DTs in optimizing each process within RFSCs, from production to consumption. Key contributions include (1) identifying the potential of DTs to improve sustainability, resilience, and efficiency in RFSCs, (2) analyzing the challenges of DT interoperability, data integration, and cybersecurity, (3) exploring how DTs can foster regional development through improved traceability and logistics, and (4) presenting an annotated research agenda. This review offers a comprehensive theoretical framework and practical guidance for researchers and practitioners leveraging DTs in RFSCs to create sustainable, human-centric, and resilient supply chains at a regional scale.

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来源期刊

Journal of Industrial Information Integration Decision Sciences-Information Systems and Management

CiteScore

22.30

自引率

13.40%

发文量

100

期刊介绍： The Journal of Industrial Information Integration focuses on the industry's transition towards industrial integration and informatization, covering not only hardware and software but also information integration. It serves as a platform for promoting advances in industrial information integration, addressing challenges, issues, and solutions in an interdisciplinary forum for researchers, practitioners, and policy makers. The Journal of Industrial Information Integration welcomes papers on foundational, technical, and practical aspects of industrial information integration, emphasizing the complex and cross-disciplinary topics that arise in industrial integration. Techniques from mathematical science, computer science, computer engineering, electrical and electronic engineering, manufacturing engineering, and engineering management are crucial in this context.