Metivity has vast experience in solving real-world time series problems.

 

Smart data pre-processing and expertise around reducing the dimensionality are a key factor for creating a stable valid prediction model.

 

Our experience shows success in all levels of prediction aspects:

• Predict the Remaining Useful Life (RUL), or Time to Failure (TTF).

• Predict if an asset will fail within a certain time frame (e.g. days).

• Predict if an asset will fail in different time windows: E.g. fails in window [1, w0] days; fails in the window [w0+1,w1] days; not fail within w1 days.