Artificial intelligence and internet of things in small and medium-sized enterprises: A survey

被引:139
|
作者
Hansen, Emil Blixt [1 ,2 ]
Bogh, Simon [1 ]
机构
[1] Aalborg Univ, Dept Mat & Prod, Robot & Automat Grp, Aalborg, Denmark
[2] Univ Coll Northern Denmark, Technol Educ & Sustainable Growth, Aalborg, Denmark
关键词
Artificial intelligence; SME; IoT; Machine learning; Industry; 4; 0; Predictive analytics;
D O I
10.1016/j.jmsy.2020.08.009
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Internet of things (IoT) and artificial intelligence (AI) are popular topics of Industry 4.0. Many publications regarding these topics have been published, but they are primarily focused on larger enterprises. However, small and medium-sized enterprises (SMEs) are considered the economic backbone of many countries, which is why it is increasingly important that these kinds of companies also have easy access to these technologies and can make them operational. This paper presents a comprehensive survey and investigation of how widespread AI and IoT are among manufacturing SMEs, and discusses the current limitations and opportunities towards enabling predictive analytics. Firstly, an overview of the enablers for AI and IoT is provided along with the four analytics capabilities. Hereafter a comprehensive literature review is conducted and its findings showcased. Finally, emerging topics of research and development, making AI and IoT accessible technologies to SMEs, and the associated future trends and challenges are summarised.
引用
收藏
页码:362 / 372
页数:11
相关论文
共 50 条
  • [1] Artificial intelligence (not only) for small and medium-sized enterprises
    [J]. Galvanotechnik, 2020, 111 (10): : 1476 - 1478
  • [2] Opportunities and challenges for artificial intelligence in small and medium-sized enterprises: Best practices for the successful integration of artificial intelligence for the manufacturing small and medium-sized enterprises
    Vranješ, Daniel
    Topalis, Philip
    Niggemann, Oliver
    [J]. VDI Berichte, 2022, 2022 (2399): : 399 - 412
  • [3] Determinants to Adopt Industrial Internet of Things in Small and Medium-Sized Enterprises
    Khanfor, Abdullah
    [J]. FUTURE INTERNET, 2024, 16 (09)
  • [4] Prerequisites for Applying Artificial Intelligence for Scheduling in Small- and Medium-sized Enterprises
    Schkarin, Tatjana
    Dobhan, Alexander
    [J]. ICEIS: PROCEEDINGS OF THE 24TH INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS - VOL 1, 2022, : 529 - 536
  • [5] A survey of internet marketing by small and medium-sized enterprises for placing wine on the market
    Denic, Nebojsa
    Petkovic, Dalibor
    Vujovic, Vuk
    Spasic, Boban
    Vujicic, Igor
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2018, 506 : 718 - 727
  • [6] Path and Mechanism of Industrial Internet Industry Promoting the Transformation and Upgrading of Small and Medium-sized Enterprises with Artificial Intelligence
    He, Yi
    [J]. Mobile Information Systems, 2023, 2023
  • [7] Aligning Internet Capabilities in Small and Medium-sized Enterprises (SMEs): An Exploratory Survey
    Mohamad, Rosli
    Ismail, Noor Azizi
    [J]. BUSINESS AND ECONOMICS RESEARCH, 2011, 1 : 52 - 56
  • [8] The internet and small medium-sized enterprises (SMES) in Jordan
    Allahawiah, Sattam
    Altarawneh, Haroon
    Alamro, Sameer
    [J]. World Academy of Science, Engineering and Technology, 2010, 38 : 302 - 306
  • [9] Internet Lending and Small and Medium-Sized Enterprises Financing
    Yu, Cen
    [J]. PROCEEDINGS OF 2016 2ND INTERNATIONAL CONFERENCE ON HUMANITIES AND SOCIAL SCIENCE RESEARCH (ICHSSR 2016), 2016, 70 : 35 - 37
  • [10] ADOPTION OF ARTIFICIAL INTELLIGENCE IN SMALL AND MEDIUM-SIZED ENTERPRISES IN SPAIN: THE ROLE OF COMPETENCES AND SKILLS
    Huseyn, Mammadov
    Ruiz-Gandara, Africa
    Gonzalez-Abril, Luis
    Romero, Isidoro
    [J]. AMFITEATRU ECONOMIC, 2024, 26 (67) : 848 - 866