Artificial intelligence in operations management and supply chain management: an exploratory case study

被引:104
|
作者
Helo, Petri [1 ]
Hao, Yuqiuge [1 ]
机构
[1] Univ Vaasa, Dept Ind Management, Vaasa, Finland
关键词
Artificial intelligence; operations management; supply chain management;
D O I
10.1080/09537287.2021.1882690
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
With the development and evolution of information technology, competition has become more and more intensive on a global scale. Many companies have forecast that the future of operation and supply chain management (SCM) may change dramatically, from planning, scheduling, optimisation, to transportation, with the presence of artificial intelligence (AI). People will be more and more interested in machine learning, AI, and other intelligent technologies, in terms of SCM. Within this context, this particular research study provides an overview of the concept of AI and SCM. It then focuses on timely and critical analysis of AI-driven supply chain research and applications. In this exploratory research, the emerging AI-based business models of different case companies are analysed. Their relevant AI solutions and related values to companies are also evaluated. As a result, this research identifies several areas of value creation for the application of AI in the supply chain. It also proposes an approach to designing business models for AI supply chain applications.
引用
收藏
页码:1573 / 1590
页数:18
相关论文
共 50 条
  • [1] Artificial intelligence in supply chain and operations management: a multiple case study research
    Cannas, Violetta Giada
    Ciano, Maria Pia
    Saltalamacchia, Mattia
    Secchi, Raffaele
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2024, 62 (09) : 3333 - 3360
  • [2] ChatGPT and generative artificial intelligence: an exploratory study of key benefits and challenges in operations and supply chain management
    Wamba, Samuel Fosso
    Guthrie, Cameron
    Queiroz, Maciel M.
    Minner, Stefan
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2024, 62 (16) : 5676 - 5696
  • [3] Applying Artificial Intelligence in Supply Chain Management
    Alfawaz, Khaled Mofawiz
    Alshehri, Ali Abdullah
    COMMUNICATIONS IN MATHEMATICS AND APPLICATIONS, 2022, 13 (01): : 367 - 377
  • [4] Artificial intelligence applications in supply chain management
    Pournader, Mehrdokht
    Ghaderi, Hadi
    Hassanzadegan, Amir
    Fahimnia, Behnam
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 241
  • [5] Industry experiences of artificial intelligence (AI): benefits and challenges in operations and supply chain management
    Wamba, Samuel Fosso
    Queiroz, Maciel M.
    Guthrie, Cameron
    Braganza, Ashley
    PRODUCTION PLANNING & CONTROL, 2022, 33 (16) : 1493 - 1497
  • [6] Artificial intelligence in supply chain management: theory and applications
    Min, Hokey
    INTERNATIONAL JOURNAL OF LOGISTICS-RESEARCH AND APPLICATIONS, 2010, 13 (01) : 13 - 39
  • [7] Requirements for Blockchain Technology in Supply Chain Management: An Exploratory Case Study
    Sivula, Ari
    Shamsuzzoha, Ahm
    Helo, Petri
    OPERATIONS AND SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL, 2021, 14 (01): : 39 - 50
  • [8] Artificial intelligence for forecasting in supply chain management: a case study of White Sugar consumption rate in Thailand
    Kantasa-ard, Anirut
    Bekrar, Abdelghani
    el Cadi, Abdessamad Ait
    Sallez, Yves
    IFAC PAPERSONLINE, 2019, 52 (13): : 725 - 730
  • [9] Operations and supply chain management
    Barbosa-Povoa, Ana Paula
    IEMC - EUROPE 2008: INTERNATIONAL ENGINEERING MANAGEMENT CONFERENCE, EUROPE, CONFERENCE PROCEEDINGS: MANAGING ENGINEERING, TECHNOLOGY AND INNOVATION FOR GROWTH, 2008, : 387 - 388
  • [10] The role of artificial intelligence in supply chain management: mapping the territory
    Sharma, Rohit
    Shishodia, Anjali
    Gunasekaran, Angappa
    Min, Hokey
    Munim, Ziaul Haque
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2022, 60 (24) : 7527 - 7550