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REML_MR_IMPLSBL_RELPRED - Determine Release Confidence for Implausible Meter Readings

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Purpose

Determines the Release Confidence for implausible meter readings and release documents with a calculated confidence above a provided threshold.

Integration

The report calls the Machine Learning model UTI_MR_IMPLAUSIBLE for each implausible meter reading and calculates a release recommendation (release confidence).

If the checkbox Release Automatically with a given Release Threshold is selected, records with a release confidence that is greater than or equal to this threshold can be released directly.

All results are saved in the database table TEML_MR_IMPLSBL with a time stamp, the calculated release confidence, and the indicator that shows whether the meter reading document was released.

Prerequisites

Please be aware of the following prerequisites:

-,,A trained and activated model version for the PAI predictive scenario UTI_MR_IMPLAUSIBLE is required.

-,,A pre-calculation of characteristics is required using the report REML_FILL_EABLCONSHIST

The results are stored in the database table TEML_EABLCONSHST and are used to determine the release confidence.

-,,Option Release Automatically: If meter reading documents are to be released automatically, the release threshold needs to be provided according to the specific business requirements; the release threshold must be provided on the selection screen. (Note: It should be set to a value above 0.50, otherwise the system displays a warning.)

Features

The report selects implausible meter readings (as in transaction EL27), but only observes records with a corresponding entry in the table TEML_EABLCONSHST.

A release confidence is calculated for these records.

If the option Release Automatically is selected and a value has been entered in the release threshold field, records with a release confidence that is greater than or equal to this threshold can be released directly. If not, the release confidence only is saved in the table TEML_MR_IMPLSBL.

Implausible meter readings which cannot be released, for example because the record is locked, are released in a subsequent run if applicable.

Implausible meter readings which cannot be released directly can be evaluated and processed using the Fiori app Resolve Implausible Meter Readings.

Selection

• In the section “Selection Parameters”, you can provide specific filters to control which outsorted billing documents should be processed (for example only for a specific portion).

• In the section “Processing Options” you can specify:

• If the billing documents should be released automatically

• The value of the release threshold to be met for an automatic release

The following processing options are available:

Repeat Confidence Calculation

The report can be started without the option Release Automatically. In this case, a confidence calculation is performed, and the record is saved to the database table TEML_MR_IMPLSBL. If the report is started later in the same way or using automatic release, no new confidence calculation is performed to optimize runtime.

You can force a new confidence calculation using this option.

Release Automatically

This option is used to release implausible meter readings automatically. You must enter a Release Threshold here.

If the Release Confidence is greater than or equal to the Release Threshold, the records can be released directly, otherwise they are skipped.

The threshold must be between 0 and 1. (Ideally, you should enter a threshold that has a minimum value of 0.5.)

Standard Variants

During the regular run of the report in batch mode, we recommend using report variants.

Output

The result of the report run is saved in the application log:

Object: ,,IU_MACHINE_LEARNING

Sub-Object:,,ML_METER_READING

The application log only stores information such as the number of records or errors.

Precise information about individual records can be investigated using transaction SE16N and the internal document ID.

Activities

To start the report, the user requires the authorization object: E_MR_DOC with the activity ISU_MR_ACT’ = ’04’.

Example

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