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2 Bulletin of the Polish Academy of Sciences. Technical Sciences

2 2021

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Modern methods in the field of machine modelling and simulation as a research and practical issue related to Industry 4.0

Rojek Izabela, Macko Marek, Mikołajewski Dariusz, Sága Milan, Burczyński Tadeusz

Bulletin of the Polish Academy of Sciences. Technical Sciences

2021

Vol. 69, nr 2

art. no. e136717

Artificial intelligence (AI) is changing many areas of technology in the public and private spheres, including the economy. This report reviews issues related to machine modelling and simulations concerning further development of mechanical devices and their control systems as part of novel projects under the Industry 4.0 paradigm. The challenges faced by the industry have generated novel technologies used in the construction of dynamic, intelligent, flexible and open applications, capable of working in real time environments. Thus, in an Industry 4.0 environment, the data generated by sensor networks requires AI/CI to apply close-to-real-time data analysis techniques. In this way industry can face both fresh opportunities and challenges, including predictive analysis using computer tools capable of detecting patterns in the data based on the same rules that can be used to formulate the prediction.

Dynamics of rotating machinery

Ecker Horst, Nordmann Rainer, Burczyński Tadeusz, Szolc Tomasz

Bulletin of the Polish Academy of Sciences. Technical Sciences

2021

Vol. 69, nr 6

art. no. e139792