Determination of bearing clearance by the application of neural networks

Activity: Talk or presentationPresentations (poster etc.)Research

Nicolas Meier - Speaker

The aim of the work is to investigate the relationship between bearing radial clearance and vibration frequencies during service. The bearing clearance can be determined based on the energy spectrum of the rotation vibration by the application of neural networks. Experimental investigations are performed using two double-row self-aligning ball bearings and vibration sensors in order to examine this assumption. The bearing vibrations are recorded at different clearances and rotation frequencies and analyzed. The developed system can be used for monitoring or prediction of clearance during service.


17th IEEE SENSORS Conference - SENSORS 2018


New Delhi, India

Event: Conference

    Research areas

  • Engineering - Digitalisierung, signal processing, clearance, sensors