vibration signal_prediction

Hello, I have a vibration data coming from a motor. i am using R program to do the predictive analysis. My vibration data is a white noise (mean and variance are constant). I need to use this vibration data to do the prediction.

How do i use this signal for prediction? Do i need to do some processing before using this signal (since it is vibration)? or I can use this signal directly for prediction?

Note: when I use this signal directly for prediction, the accuracy is pretty low.

Any help is much appreciated. Thank you.


TS Contributor
What are you trying to predict? You can run an FFT analysis on vibration data and use that to diagnose the source of vibration such as from the bearings.