engleski

Computer modeling of diagnostic systems

The work is devoted to the solution of the actual scientifi c and technical problems, consisting of the substantiation, development, and study of computer models of the system for diagnosing the technical condition of electric motors. Mathematical models for diagnosing the technical condition of electric machines of mining machines based on the Bayesian statistical method, Petri nets, and cluster analysis have been developed using Kohonen neural networks, adaptive resonance, and extreme machine learning. The use of such models will increase the objectivity of diagnostics of the technical conditions of electromechanical equipment by conducting uninterrupted monitoring of energy-mechanical parameters in real-time.

computer modeling ; diagnostic systems

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