Оцінювання обчислювальних моделей функціонування кіберфізичних систем

This paper reviews the use of computational models to support the functioning of cyber-physical systems (CPS) in the parallel world of the Internet of Things (IoT). Existing models, methods, techniques and their implementation in this direction are studied. The necessity of using machine learning me...

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Datum:2020
Hauptverfasser: Pankratova, Nataliya D., Ptukha, Y. A.
Format: Artikel
Sprache:Englisch
Veröffentlicht: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2020
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Online Zugang:http://journal.iasa.kpi.ua/article/view/209082
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Назва журналу:System research and information technologies

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System research and information technologies
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Zusammenfassung:This paper reviews the use of computational models to support the functioning of cyber-physical systems (CPS) in the parallel world of the Internet of Things (IoT). Existing models, methods, techniques and their implementation in this direction are studied. The necessity of using machine learning methods due to inaccuracy, fuzziness, incompleteness of the transmitted data from sensors of physical systems is substantiated. The task is to make informed decisions in a timely manner to support the functioning of real objects of a particular cyber-physical system in real time conditions.