N.T. Mardanov
Monitoring of the technical condition of the rotating machines


The article studies data-driven approaches to predicting and diagnosing defects in machines. In order to detect problems at an early stage, regular monitoring of machines can prevent unplanned downtime, increase performance and reliability. The purpose of the study is to investigate the operation of rotating equipment and to justify the relevance of the timely determination of their technical condition. The study investigates the main causes of failures by collecting data from sensors from different parts of the unit. The result of the study is systematization of the causes of accidents and other factors on the devices. The time-domain graphs of vibration signals are constructed in the study, and the amplitudes of the corresponding vibration signals in different technical situations are investigated. The necessity of planned technical diagnostics of units and devices is justified.

Keywords: Controlled data, Maintenance, Inspection, Forecasting, Sensor, Decision-making, Failure detecting, Vibration signals, Time domain method
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