20.500.12556/DKUM-97460 Impact of Industry 4.0 on decision-making in an operational context The implementation of Industry 4.0 technologies suggests significant impacts on production systems productivity and decision-making process improvements. However, many manufacturers have difficulty determining to what extent these various technologies can reinforce the autonomy of teams and operational systems. This article addresses this issue by proposing a model describing different types of autonomy and the contribution of 4.0 technologies in the various steps of the decision-making processes. The model was confronted with a set of application cases from the literature. It emerges that new technologies' improvements are significant from a decision-making point of view and may eventually favor implementing new modes of autonomy. Decision-makers can rely on the proposed model to better understand the opportunities linked to the fusion of cybernetic, physical, and social spaces made possible by Industry 4.0. industry 4.0 decision-making decision types autonomous production system cyber-physical production systems (CPPS) human human cyber-physical system (HCPS) lean problem solving industrija 4.0 odločanje tipi odločitev avtonomni proizvodni sistemi kibernetično-fizični proizvodni sistemi človek človeški kibernetski fizični sistem reševanje problemov true false true Univerza v Mariboru Angleški jezik Slovenski jezik https://apem-journal.org/Archives/2021/Abstract-APEM16-4_500-514.html Članek v reviji 2026-03-10 15:04:26 2026-03-10 15:04:27 2026-03-11 03:07:58 0000-00-00 00:00:00 2021 0 0 str. 500-514 no. 4 Vol. 16 Dec. 2021 0000-00-00 Zaloznikova Objavljeno NiDoloceno 2021-02-26 2021-12-08 2021-12-18 658.5 270989059 10.14743/apem2021.4.416 1854-6250 APEM16-4_500-514.pdf APEM16-4_500-514.pdf 1 99859E90DC4682E3FAEFFF29EEE2D700 bbc2cd7fa061009ebbc1ea93b79fe4052e46f916383d851a1c580077ffcb2d38 40ac9ece-1c8a-11f1-bd80-00155d580e1a https://dk.um.si/Dokument.php?lang=slv&id=204404 https://apem-journal.org/Archives/2021/Abstract-APEM16-4_500-514.html 0 46b04582-1c8a-11f1-bd80-00155d580e1a https://dk.um.si/Dokument.php?lang=slv&id=204405 Fakulteta za strojništvo Advances in production engineering & management 0 0 0