Can I read Intelligent Bearing Fault Diagnosis System on EtoBox?

Intelligent Bearing Fault Diagnosis System by Ivana Milaš is a document available to read on EtoBox.

What is Intelligent Bearing Fault Diagnosis System about?

This document discusses a generic intelligent bearing fault diagnosis system using a compact adaptive 1D convolutional neural network (CNN) classifier. The proposed system takes raw time-series sensor data as input and can efficiently learn optimal features through training, without requiring pre-determined feature extraction or selection. The 1D CNN approach allows for real-time fault detection due to its compact architecture performing only 1D convolutions. The system is validated on two bearing vibration

Author

Ivana Milaš

Language

EN