This package calcuales key performance indicators (KPIs) based on an entities production data.
Usage and Configuration
To perform the calculations run the workflows from this package starting with the workflow Validate Production KPIs Package. The schedules may be adapted to use different contexts.
Follow the steps given in How do I configure packages pulled from Datagration's package repository to change the configuration of the package.
To skip package validation set the workspace value RunPackageValidation to False.
Use the workspace value DataLoadOffsetDays to configure the end of the scopes Start To Date Daily and Start To Date Monthly.
E.g. If the data in the data sources is lagging one day, set the workspace value to 1 to account for this offset.
The workspace value ProducedPhasesInWorkspace states which phases (oil, gas, water, condensate) are produced in the workspace and therefore the phases for which KPIs are calculated in this package.
Use the workspace value ProductionKPITypes to define which types of rate KPIs to calculate.
Possible values are: Initial, Best, Current, and Last, or any combination of these.
Use the workspace value ProductionKPITimeWindow to define the time frames for which to calculate rate KPIs.
Possible values are: 1, 3, 6, 12, or any combination of these.
The number of months used to calculate the cumulatives for calculating the heterogeneity indexes is defined in the workspace value HICalculationMonths.
The hierarchy used to find siblings for each well for heterogeneity index calculations is defined in the workspace value HierarchyWellSiblingRelationships.
Details
Workflow Validate Production KPIs Package
This workflow checks for the availability of needed input data. The activities in the workflow will only be executed if the workspace value RunPackageValidation is set to True.
Workflow Production KPIs
Production KPIs Static
This script uses tag entries for tag Active to calculate the date of first production and the date of last production.
Production KPIs Dynamic
Heterogeneity indexes are calculated for all phases specified in the workspace value ProducedPhasesInWorkspace as well as the liquid production, using the volume signals (produced [phase] per time increment).
The siblings used in the calculation of the heterogeneity indexes per well are extracted from the hierarchy specified in the workspace value HierarchyWellSiblingRelationships.
The number of time steps used to calculate the cumulatives for calculating the heterogeneity indexes is configured in the workspace value HICalculationTimeSteps.
Production Rate KPIs Static (Monthly)
Production Rate KPIs Static Equivalent (Monthly)
Data Requirements
The following data is required:
produced oil per time increment
produced gas per time increment
produced water per time increment
produced condensate per time increment
oil production rate
gas production rate
water production rate
condensate production rate
tag entries for tag Active