Industrial Internet of Things, Big Data, and Artificial Intelligence in the Smart Factory: a survey and perspective

H D Nguyen (1) , K P Tran (2, 3) , X Zeng , L. Koehl (3, 2) , P. Castagliola (4, 5) , Pascal Bruniaux (2, 3)

1 Dong A University
2 Ecole nationale supérieure des arts et industries textiles de Roubaix (ENSAIT)
3 GEMTEX - Génie et Matériaux Textiles
4 LS2N - Laboratoire des Sciences du Numérique de Nantes
5 LS2N - équipe SLP - Systèmes Logistiques et de Production

Thanks to the rapid development and applications of advanced technologies, we are experiencing the fourth industrial revolution, or Industry 4.0, which is a revolution towards smart manufacturing. The wide use of cyber physical systems and Internet of Things leads to the era of Big Data in industrial manufacturing. Artificial Intelligence algorithms emerge as powerful analytics tools to process and analyze the Big Data. These advanced technologies result in the introduction of a new concept in the Industry 4.0: the smart Factory. In order to fully understand this new concept in the context of the Industry 4.0, this paper provides a survey on the key components of a smart factory and the link between them, including the Industrial Internet of Things, Big Data and Artificial Intelligence. Several studies and techniques that are used to enable smart manufacturing are reviewed. Finally, we discuss some perspectives for further researches.

Mots clés: Big Data; Smart Factory; Keyword: Industrial Internet of Things; Artifical Intelligence

Domaines: Intelligence artificielle [cs.AI]; Automatique / Robotique

H D Nguyen, K P Tran, X Zeng, L. Koehl, P. Castagliola, et al.. Industrial Internet of Things, Big Data, and Artificial Intelligence in the Smart Factory: a survey and perspective. ISSAT International Conference on Data Science in Business, Finance and Industry, Jul 2019, Da Nang, Vietnam. pp.72-76. ⟨hal-02268119⟩