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Decisional-DNA Based Smart Production Performance Analysis Model

Abstrakt

n order to allocate resources effectively according to the production plan and to reduce disturbances, a framework for smart production performance analysis is proposed in this article. Decisional DNA based knowledge models of engineering objects, processes and factory are developed within the proposed framework. These models are the virtual representation of manufacturing resources, and with help of Internet of Things, are capable of capturing the past experience and formal decisions. A case study for the smart tool performance analysis is presented in which information of key tool parameters like tool life, surface integrity, tool forces and chip formation can be sensed in real-time, and predictions can be made according to specific requirements. This framework is capable of creating a cyber-physical conjoining of the bottom-level manufacturing resources and thus can work as a technological basis for smart factories and Industry 4.0.

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Informacje szczegółowe

Kategoria:
Publikacja w czasopiśmie
Typ:
artykuł w czasopiśmie wyróżnionym w JCR
Opublikowano w:
CYBERNETICS AND SYSTEMS nr 50, strony 154 - 164,
ISSN: 0196-9722
Język:
angielski
Rok wydania:
2019
Opis bibliograficzny:
Imran S., Szczerbicki E., Sanin C.: Decisional-DNA Based Smart Production Performance Analysis Model// CYBERNETICS AND SYSTEMS. -Vol. 50, nr. 2 (2019), s.154-164
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1080/01969722.2019.1565122
Weryfikacja:
Politechnika Gdańska

wyświetlono 15 razy

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