Predictive_​Maintenance_​Model_​Training

<p>Predictive Maintenance<br>Anomaly Detection. Time Series AR Training<br><br>This workflow trains an auto-regressive model for anomaly detection:<br>- Filter the data to training data covering only normal functioning<br>- Loop over each frequency column at a time<br>- Train an auto-regressive model using 10 past values as predictors<br>- Calculate in-sample prediction error statistics<br>- Save the model and prediction error statistics for deployment</p>