Remaining Useful Life
This dashboard is a machine learning-based dashboard that predicts the failure dates of serialized items.
Some key benefits:
• Extended equipment life
• Reduced lead time
• Optimize inventory levels
The information on this dashboard is grouped into the following widgets:
Widget | Description |
|---|---|
The minimum, maximum, and average of the Predicted Remaining Useful Life specific to the selected Model. | |
The count of serial numbers that fall under different Remaining Useful Life ranges for the selected Model.. | |
The feature importance in descending order for the selected Model. | |
The graphical distribution representation of trained, validated, and predicted serial numbers for the selected Model. | |
The calculated Predicted Remaining Useful Life, Predicted Failure Date, and Serial Number for the latest recorded date. Select a Part Number hyperlink to open the Remaining Useful Life Details dashboard, populated with the data for the selected part. |