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
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