The definition of a technical condition of axle-box bearings rolling stock of vibrodiagnostics
DOI:
https://doi.org/10.15587/1729-4061.2015.39036Keywords:
algorithm, axle-box unit, vibrodiagnostics, defect, feature, bearing, rolling stock, technical conditionAbstract
One of the important tasks of maintaining the rolling stock in operating condition is the diagnostics of axle-box units with roller bearings, allowing timely fault detection in all bearing elements.
For technical condition assessment of the rolling stock axle-box bearings, recognition algorithm that allows to compare a posteriori information with a priori class description by the diagnostic features language was given in the paper.
As a result of diagnostics, it was found that axle-box bearings, when making the diagnosis, may have type I and type II errors. If the feature actually belongs to the serviceable condition class, and the diagnostics system decides on the presence of defects in the rolling bearing, then there is a type I error. If the decision on serviceable condition is accepted when the roller bearing is faulty, then there is a type II error. Obviously, the result of these errors is different, so different costs are appointed to them. Therefore, the cost of risk during diagnostics is appointed by an expert operator.
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