5.4.2 Feature-based analysis of reproducible bearing damages based on a neural network

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In the interest of detecting damage to tapered roller bearings at an early stage and avoiding further consequential damage in future, an investigation of reproducible damage to bearing inner races, outer races and rolling elements is carried out. The vibration signals generated by the contact of the damaged surfaces during bearing runtime are recorded via a piezoelectric vibration transducer. Different scenarios with regard to the rotational speed and the size of the damage are investigated....
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