Ball bearing defect models: A study of simulated and experimental fault signatures
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Sound and Vibration"
DOI: 10.1016/j.jsv.2017.04.010
Abstract: Abstract Numerical model based virtual prototype of a system can serve as a tool to generate huge amount of data which replace the dependence on expensive and often difficult to conduct experiments. However, the model… read more here.
Keywords: fault; bearing defect; defect models; ball bearing ... See more keywords
Bearing Defect Classification Algorithm Based on Autoencoder Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "Advances in Civil Engineering"
DOI: 10.1155/2020/6680315
Abstract: The postproduction defect classification and detection of bearings still relies on manual detection, which is time-consuming and tedious. To address this, we propose a bearing defect classification network based on an autoencoder to enhance the… read more here.
Keywords: classification; bearing defect; defect classification; neural network ... See more keywords