Fault diagnosis of ball bearings using machine learning
Mar 01, 2011· The defects considered in the study are classified using ANN/SVM as shown in Table 3. Total 73 cases are considered for testing, which have 15, 14, 15, 14, 15 cases of ball with corrosion pitting, bearing with rough inner race surface, combined bearing component defects, healthy bearings and bearing with outer race crack respectively.
