Conference proceedings

TO INCREASE THE RELIABILITY AND STABILITY OF ROTATING 
MACHINES USING DATA-DRIVEN SENSORS 
Azerbaijan Technical University, Baku, Azerbaijan 
[e-mail]
ORCID code: 0000-0001-9443-5440 
Abstract. 
The research purpose is to study the activities of rotating machines and prove the relevance of determining 
technical conditions in time. By providing regular monitoring of the machine to identify problems at an early stage, we can eliminate 
unwanted and unplanned malfunctions, increase reliability and stability. The main causes of malfunctions of rotating machines and 
their causes identified. The static unbalances and its causes are considered. It is noted that the static unbalance is characterized by a 
high amplitude of vibration signals. The results of investigation can be used in machines and equipment used in oil and gas 
transportation pipelines.