The role of Artificial Intelligence networks in sustainable supply chain finance for food and drink industry

被引:70
|
作者
Olan, Femi [1 ]
Liu, Shaofeng [2 ]
Suklan, Jana [3 ]
Jayawickrama, Uchitha [4 ]
Arakpogun, Emmanuel [1 ]
机构
[1] Northumbria Univ, Newcastle Business Sch, Newcastle Upon Tyne, Tyne & Wear, England
[2] Univ Plymouth, Plymouth Business Sch, Plymouth, Devon, England
[3] Newcastle Univ, NIHR Newcastle IVD Cooperat Translat & Clin Res I, Newcastle Upon Tyne, Tyne & Wear, England
[4] Loughborough Univ, Sch Business & Econ, Loughborough, Leics, England
关键词
Artificial intelligence; food and drink industries; supply chain finance; sustainability; supply networks;
D O I
10.1080/00207543.2021.1915510
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the last decade, food and drink supply chain management has become an important part of global operations strategy. The global food and drink industries (FDIs) is establishing supply chain operations across countries as a result of increasing demand, this expansion has created challenges in coordinating operations that connect multi-suppliers, one as such is the financial enabler for the multi-layered supply chain network. However, literature on artificial intelligence (AI) in FDIs is limited, this study explores AI theory in supply chain networks and alternative supply chain financing for the FDIs. This study proposes a new conceptual framework based on theoretical contributions identified through literature, a conceptual framework is established and further developed to a meta-framework. This study explored the set-theoretic comparative approach for data analysis, the outcomes of this research suggest that the probable contributions of supply chain networks driven by AI technologies provide a sustainable financing stream for the food and drink supply chain.
引用
收藏
页码:4418 / 4433
页数:16
相关论文
共 50 条
  • [21] Assessment of the Sustainable Supply Chain Finance Factors
    Slavinskaite, Neringa
    Ciziuniene, Kristina
    Bundonyte, Vytaute
    SUSTAINABILITY, 2025, 17 (03)
  • [22] Framing Sustainable Supply Chain Finance: how can supply chain sustainability practices and supply chain finance solutions be integrated?
    Medina, Elisa
    Caniato, Federico
    Moretto, Antonella
    JOURNAL OF PURCHASING AND SUPPLY MANAGEMENT, 2023, 29 (03)
  • [23] A review on role of artificial intelligence in food processing and manufacturing industry
    Ramirez-Asis, Edwin
    Vilchez-Carcamo, Juan
    Thakar, Chetan M.
    Phasinam, Khongdet
    Kassanuk, Thanwamas
    Naved, Mohd
    MATERIALS TODAY-PROCEEDINGS, 2022, 51 : 2462 - 2465
  • [24] Optimal models for sustainable supply chain finance: evidence from electric vehicle industry
    Ma, Peng
    Meng, Yue
    Gong, Yeming
    Li, Mingdu
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2023, 61 (15) : 5075 - 5093
  • [25] Prediction of Uncertain Parameters of a Sustainable Supply Chain Using an Artificial Intelligence Approach
    Massoumeh Nazari
    Mahmoud Dehghan Nayeri
    Kiamars Fathi Hafshjani
    Operations Research Forum, 6 (1)
  • [26] The Analysis of Supply Chain Finance in Automotive Industry
    Guo, Yunze
    Zhang, Zhenji
    Gao, Ruize
    LISS 2014, 2015, : 351 - 355
  • [27] THE FINANCE OF SUPPLY CHAIN IN THE RUSSIAN AUTOMOTIVE INDUSTRY
    Virolainen, V. M.
    Pirttila, M.
    Hannola, L.
    Karri, T.
    2016 INTERNATIONAL CONFERENCE ON PRODUCTION RESEARCH - REGIONAL CONFERENCE AFRICA, EUROPE AND THE MIDDLE EAST (ICPR-AEM 2016) AND 4TH INTERNATIONAL CONFERENCE ON QUALITY AND INNOVATION IN ENGINEERING AND MANAGEMENT (QIEM 2016), 2016, : 517 - 523
  • [28] Human-artificial intelligence collaboration in supply chain outcomes: the mediating role of responsible artificial intelligence
    Yaroson, Emilia Vann
    Abadie, Amelie
    Roux, Melanie
    ANNALS OF OPERATIONS RESEARCH, 2025,
  • [29] Integrating Artificial Intelligence and Data Analytics for Supply Chain Optimization in the Pharmaceutical Industry
    Swarnkar, Suman Kumar
    Dixit, Rohit R.
    Prajapati, Tamanna M.
    Sinha, Upasana
    Rathore, Yogesh
    Bhosle, Sushma
    JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (03) : 682 - 690
  • [30] Artificial intelligence enabled supply chain resilience: insights from FMCG industry
    Singh, Devnaad
    Sharma, Anupam
    Singh, Rohit Kumar
    Rana, Prashant Singh
    JOURNAL OF GLOBAL OPERATIONS AND STRATEGIC SOURCING, 2025,