Knowledge-Based Virtual Modeling and Simulation of Manufacturing Processes for Industry 4.0 - Publikacja - MOST Wiedzy

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Knowledge-Based Virtual Modeling and Simulation of Manufacturing Processes for Industry 4.0

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ABSTRACT Industry 4.0 aims at providing a digital representation of a production landscape, but the challenges in building, maintaining, optimizing, and evolving digital models in inter-organizational production chains have not been identified yet in a systematic manner. In this paper, various Industry 4.0 research and technical challenges are addressed, and their present scenario is discussed. Moreover, in this article, the novel concept of developing experience-based virtual models of engineering entities, process, and the factory is presented. These models of production units, processes, and procedures are accomplished by virtual engineering object (VEO), virtual engineering process (VEP), and virtual engineering factory (VEF), using the knowledge representation technique of Decisional DNA. This blend of the virtual and physical domains permits monitoring of systems and analysis of data to foresee problems before they occur, develop new opportunities, prevent downtime, and even plan for the future by using simulations. Furthermore, the proposed virtual model concept not only has the capability of Query Processing and Data Integration for Industrial Data but also real-time visualization of data stream processing.

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Copyright (2020 Taylor & Francis Group, LLC)

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Informacje szczegółowe

Kategoria:
Publikacja w czasopiśmie
Typ:
artykuły w czasopismach
Opublikowano w:
CYBERNETICS AND SYSTEMS nr 51, strony 84 - 102,
ISSN: 0196-9722
Język:
angielski
Rok wydania:
2020
Opis bibliograficzny:
Shafiq S., Sanin C., Szczerbicki E.: Knowledge-Based Virtual Modeling and Simulation of Manufacturing Processes for Industry 4.0// CYBERNETICS AND SYSTEMS -Vol. 51,iss. 2 (2020), s.84-102
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1080/01969722.2019.1705546
Bibliografia: test
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Weryfikacja:
Politechnika Gdańska

wyświetlono 36 razy

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