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ARCHITECTURE PROPOSAL FOR IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE ON CNC MACHINE TOOLS


 
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1. Title Title of document ARCHITECTURE PROPOSAL FOR IMPLEMENTATION OF ARTIFICIAL INTELLIGENCE ON CNC MACHINE TOOLS
 
2. Creator Author's name, affiliation, country Dorian ȘTEF; Politehnica University Timisoara, Material and Manufacturing Engineering Department, Timisoara, Romania; Romania
 
3. Subject Discipline(s)
 
3. Subject Keyword(s)
 
4. Description Abstract Today, the emergence of new industrial values and the integration of advanced technologies have ushered in a significant evolution in industry through the implementation of Industry 4.0 strategies. As Taylor noted in 1911, a production system must be analyzed starting from its elementary processes. Building on this idea, this paper proposes a control system with artificial intelligence at a foundational level of production systems, specifically focusing on CNC machine tools. Two types of artificial intelligence control systems are proposed for manufacturing processes: one aimed at increasing processing accuracy and the other designed to reduce processing costs or enhance productivity
 
5. Publisher Organizing agency, location Technical University of Cluj-Napoca
 
6. Contributor Sponsor(s)
 
7. Date (YYYY-MM-DD) 2025-08-08
 
8. Type Status & genre Peer-reviewed Article
 
8. Type Type
 
9. Format File format PDF
 
10. Identifier Uniform Resource Identifier https://atna-mam.utcluj.ro/index.php/Acta/article/view/2794
 
11. Source Title; vol., no. (year) ACTA TECHNICA NAPOCENSIS - Series: APPLIED MATHEMATICS, MECHANICS, and ENGINEERING; Vol 68, No 1S (2025): ACTA
 
12. Language English=en en
 
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15. Rights Copyright and permissions Copyright (c) 2025 ACTA TECHNICA NAPOCENSIS - Series: APPLIED MATHEMATICS, MECHANICS, and ENGINEERING
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