Artificial intelligence in supply chain management: A systematic literature review

被引:258
|
作者
Toorajipour, Reza [1 ]
Sohrabpour, Vahid [2 ,3 ]
Nazarpour, Ali [4 ]
Oghazi, Pejvak [5 ]
Fischl, Maria [6 ]
机构
[1] Malardalen Univ, Sch Innovat Design & Engn, Box 325, S-63105 Eskilstuna, Sweden
[2] Copenhagen Business Sch, Dept Operat Management, Copenhagen, Denmark
[3] SAVEGGY AB, Ideon Innovat, Ideon Sci Pk, Lund, Sweden
[4] Maynooth Univ, Sch Business, Maynooth, Kildare, Ireland
[5] Sodertorn Univ, Sch Social Sci, Alfred Nobels Alle 7, Stockholm, Sweden
[6] Siemens Gas & Power GmbH & Co KG, Siemens Energy, Berlin, Germany
关键词
Artificial intelligence; Supply chain management; Systematic literature review; PARTICLE SWARM OPTIMIZATION; GENETIC ALGORITHM APPROACH; DECISION-SUPPORT-SYSTEM; NEURAL-NETWORKS; MULTIAGENT SYSTEMS; BUSINESS AIRCRAFT; CONSUMER-BEHAVIOR; SALES MANAGEMENT; VECTOR MACHINES; TABU SEARCH;
D O I
10.1016/j.jbusres.2020.09.009
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper seeks to identify the contributions of artificial intelligence (AI) to supply chain management (SCM) through a systematic review of the existing literature. To address the current scientific gap of AI in SCM, this study aimed to determine the current and potential AI techniques that can enhance both the study and practice of SCM. Gaps in the literature that need to be addressed through scientific research were also identified. More specifically, the following four aspects were covered: (1) the most prevalent AI techniques in SCM; (2) the po-tential AI techniques for employment in SCM; (3) the current AI-improved SCM subfields; and (4) the subfields that have high potential to be enhanced by AI. A specific set of inclusion and exclusion criteria are used to identify and examine papers from four SCM fields: logistics, marketing, supply chain and production. This paper provides insights through systematic analysis and synthesis.
引用
收藏
页码:502 / 517
页数:16
相关论文
共 50 条
  • [21] A Systematic Literature Review of Sustainable Packaging in Supply Chain Management
    Morashti, Jonathan Asher
    An, Youra
    Jang, Hyunmi
    [J]. SUSTAINABILITY, 2022, 14 (09)
  • [22] Humanitarian supply chain performance management: a systematic literature review
    Abidi, Hella
    de Leeuw, Sander
    Klumpp, Matthias
    [J]. SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2014, 19 (5-6) : 592 - 608
  • [23] A SYSTEMATIC LITERATURE REVIEW ON DEVELOPMENT OF GREEN SUPPLY CHAIN MANAGEMENT
    Nekmahmud, Md
    Rahman, S.
    Sobhani, F. A.
    Olejniczak-Szuster, K.
    Fekete-Farkas, M.
    [J]. POLISH JOURNAL OF MANAGEMENT STUDIES, 2020, 22 (01): : 351 - 370
  • [24] Soybean supply chain management and sustainability: A systematic literature review
    Jia, Fu
    Peng, Sujie
    Green, Jonathan
    Koh, Lenny
    Chen, Xiaowei
    [J]. JOURNAL OF CLEANER PRODUCTION, 2020, 255
  • [25] A systematic literature review of supply chain management practices and performance
    Gera R.
    Yadav R.
    Khera G.S.
    Saxena A.
    Chadha P.
    Dixit S.
    Yuliya Sergeevna L.
    [J]. Materials Today: Proceedings, 2022, 69 : 624 - 632
  • [26] Artificial intelligence applications in supply chain management
    Pournader, Mehrdokht
    Ghaderi, Hadi
    Hassanzadegan, Amir
    Fahimnia, Behnam
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 241
  • [27] Applying Artificial Intelligence in Supply Chain Management
    Alfawaz, Khaled Mofawiz
    Alshehri, Ali Abdullah
    [J]. COMMUNICATIONS IN MATHEMATICS AND APPLICATIONS, 2022, 13 (01): : 367 - 377
  • [28] Artificial intelligence techniques for enhancing supply chain resilience: A systematic literature review, holistic framework, and future research
    Kassa, Adane
    Kitaw, Daniel
    Stache, Ulrich
    Beshah, Birhanu
    Degefu, Getachew
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2023, 186
  • [29] The thematic landscape of literature on supply chain management in India: a systematic literature review
    Sahu, Srichandan
    Rao, K. V. S. S. Narayana
    [J]. BENCHMARKING-AN INTERNATIONAL JOURNAL, 2021, 28 (03) : 881 - 925
  • [30] Artificial Intelligence on Knowledge Management Systems for Businesses A Systematic Literature Review
    Thakuri, Sunaina
    Bon, Massimo
    Cavus, Nadire
    Sancar, Nuriye
    [J]. TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2024, 13 (03): : 2146 - 2155