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Intelligent Cyber-Physical Systems for manufacturing
Inteligentni sajber-fizički sistemi za proizvodnju
aUniversity of Minho, ALGORITMI Research Centre/LASI, Guimaraes, Portugal bIPCA, 2Ai - School of Technology, Barcelos, Portugal + LASI - Associate Laboratory of Intelligent Systems, Guimaraes, Portugal cIndian Institute of Management, Mumbai, India
email: putnikgd@dps.uminho.pt, lufer@ipca.pt, manu-pativijay@iimmumbai.ac.in, pedro.tele9@gmail.com, leonilde@dps.uminho.pt, catia.veiga.alves@gmail.com
Abstract
The paper referred shortly to applications of Artificial Intelligence and Machine Learning (AI/ML) in manufacturing. The paper is structured in three parts: the first part provides a general review of AI/ML in manufacturing, the second part presents the Cyber-Physical Systems (CPS) as one of the main constructs of manufacturing systems within the Industry 4.0 characterized by use of AI/ML, together with an example of AI/ML based CPS efficiency. The third part presents some possible future developments related to manufacturing, especially in the con-text of prevised, by many authors, future AGI and ASI (Artificial General Intelligence, and Artificial Super Intelligence).
Sažetak
Rad ukratko prikazuje primene veštačke inteligencije i mašinskog učenja (VI /MU) u proizvodnji. Strukturiran je u tri dela - prvi deo daje opšti pregled VI /MU u proizvodnji, drugi deo predstavlja sajber-fizičke sisteme (SPS) kao jedan od glavnih elemenata proizvodnih sistema u okviru Industrije 4.0 koju karakteriše upotreba AI/MU, zajedno sa primerom efikasnosti SPS baziranih na AI/MU. U trećem delu su predstavljen neki elementi budućeg razvoja u vezi sa proizvodnjom, posebno u kontekstu trendova pretpostavljenih, od strane mnogih autora, budućih AGI i ASI (Veštačka opšta inteligencija i veštačka super inteligencija).
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