Public
This directory contains 3 workflows.
01_Preprocessing_Time_Alignment_and_Visualization
This workflow performs time alignment on different time series. It reads 6 of the original 28 data files containing amplitude values organized by time and […]
02_Time_Series_AR_Training
This workflow trains an auto-regressive model to predict signal values. Only time series values from normal functioning conditions are used to train the model.
03_Time_Series_AR_Deployment
This workflow applies a previously trained auto-regressive model to predict signal values. The model was trained for normal functioning conditions. After […]