Fault Detection of Electrical Machines Rolling Element and Prediction through AI
Keywords:rolling element fault, ANN, Kurtosis, MATLAB, dataset
The research examines how Artificial Intelligence (AI) and machine learning can identify a minor rolling element problem (hole and scratch). Keeping track of a machine's health makes it possible to spot problems before they become costly, unscheduled production process shutdowns. In the study, a multi-stage decision mechanism was built using the convolution neural network (CNN) model.
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