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Industrial Automatic Control Systems and Controllers

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System of Artificial Intelligence on the Basis of Ensemble of Neural Networks for Forecasting and Diagnostics of Emergency Operation of Work of the Electric Drive
V.M. Bujankin

In article are considered designing of system of artificial intelligence on the basis of neural networks for forecasting and diagnostics emergency and situations and electric drive overloads. Values of emergency currents in an anchor of electric motors which can lead to emergency consequences are predicted and analyzed. In forecasting and diagnostics system are used the indistinct logic. Testing has shown sufficient high degree of adequacy in definition of malfunctions and emergency operation of work of electric drives.
Keywords: artificial intelligence, forecasting, diagnostics, neural networks, electric drive.


DOI: 10.25791/asu.11.2022.1394

Pp. 09-14.

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