Remaining Useful Life (Technical Specification)
These are the widgets and their associated Query Objects that are used to populate the Remaining Useful Life dashboard:
Widget | Query Object |
|---|
Predicted RUL Statistics | |
Predicted RUL Range | |
Feature Importance | |
Serial Number Distribution | |
Predicted RUL Summary | |
Predicted RUL Statistics
The data used to generate this widget is based on the following:
Article | Description |
|---|
Analytical Object | N/A |
Query Object | QO_PAI_ML_RUL_RulMixMaxAvg |
Data Source | PAI Machine Learning |
Cab File | RemainingUsefulLife.cab |
Parameters | Name | Description | Default |
|---|
PO_PAI_ML_RUL_ModelId | The Model Number to see Remaining Useful Life summary Results for different Part and Serial Number combinations under this Model Name. This is a drop-down on the dashboard with the name Model Name (Part Group). | N/A |
|
Predicted RUL Range
The data used to generate this widget is based on the following:
Article | Description |
|---|
Analytical Object | N/A |
Query Object | QO_PAI_ML_RUL_PeriodWiseRulSplit |
Data Source | PAI Machine Learning |
Cab File | RemainingUsefulLife.cab |
Parameters | Name | Description | Default |
|---|
PO_PAI_ML_RUL_ModelId | The Model Number to see Remaining Useful Life summary Results for different Part and Serial Number combinations under this Model Name. This is a drop-down on the dashboard with the name Model Name (Part Group). | N/A |
|
Feature Importance
The data used to generate this widget is based on the following:
Article | Description |
|---|
Analytical Object | N/A |
Query Object | QO_PAI_ML_RUL_FeatureImportance |
Data Source | PAI Machine Learning |
Cab File | RemainingUsefulLife.cab |
Parameters | Name | Description | Default |
|---|
PO_PAI_ML_RUL_ModelId | The Model Number to see Remaining Useful Life summary Results for different Part and Serial Number combinations under this Model Name. This is a drop-down on the dashboard with the name Model Name (Part Group). | N/A |
|
Serial Number Distribution
The data used to generate this widget is based on the following:
Article | Description |
|---|
Analytical Object | N/A |
Query Object | QO_PAI_ML_RUL_ModelBreakdown |
Data Source | PAI Machine Learning |
Cab File | RemainingUsefulLife.cab |
Parameters | Name | Description | Default |
|---|
PO_PAI_ML_RUL_ModelId | The Model Number to see Remaining Useful Life summary Results for different Part and Serial Number combinations under this Model Name. This is a drop-down on the dashboard with the name Model Name (Part Group). | N/A |
|
Predicted RUL Summary
The data used to generate this widget is based on the following:
Article | Description |
|---|
Analytical Object | N/A |
Query Object | QO_PAI_ML_RUL_PredictedRulSummary |
Data Source | PAI Machine Learning |
Cab File | RemainingUsefulLife.cab |
Parameters | Name | Description | Default |
|---|
PO_PAI_ML_RUL_ModelId | The Model Number to see Remaining Useful Life summary Results for different Part and Serial Number combinations under this Model Name. This is a drop-down on the dashboard with the name Model Name (Part Group). | N/A |
|