I have multiple system and they all have high speed bearings. It is not wanted that the bearing failure happening during the production. So i tried to write a program that tries to predict bearings life. I tried to use Naive Bayes method but i believe it is not efficent method for it. I have following values for each bearings: *Vibration (real , unit:mm/sn) *Bearing Temperature( real, unit:C) *Motor Current(real, unit:A) There is a control system so ı have different values for this system also (Feed rate, System Running signals, etc.).
I'd like to learn best method for the predictive maintenance.
