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Defect detection in freight railcar tapered-roller bearings using vibration techniques

Constantine Tarawneh, Joseph Montalvo, Brent M. Wilson

2021Railway Engineering Science19 citationsDOIOpen Access PDF

Abstract

Abstract Currently, there are two types of defect detection systems used to monitor the health of freight railcar bearings in service: wayside hot-box detection systems and trackside acoustic detection systems. These systems have proven to be inefficient in accurately determining bearing health, especially in the early stages of defect development. To that end, a prototype onboard bearing condition monitoring system has been developed and validated through extensive laboratory testing and a designated field test in 2015 at the Transportation Technology Center, Inc. in Pueblo, CO. The devised system can accurately and reliably characterize the health of bearings based on developed vibration thresholds and can identify defective tapered-roller bearing components with defect areas smaller than 12.9 cm 2 while in service.

Topics & Concepts

Bearing (navigation)VibrationEngineeringAutomotive engineeringStructural engineeringComputer scienceAcousticsArtificial intelligencePhysicsRailway Engineering and DynamicsMachine Fault Diagnosis TechniquesUltrasonics and Acoustic Wave Propagation
Defect detection in freight railcar tapered-roller bearings using vibration techniques | Litcius