Synthetic profiles (standard load profiles) are used in some energy markets if customer consumption is not determined using an interval reading.
In Germany, for example, the German Electricity Association (VDEW) has a number of different customer groups. In the USA, customers are grouped together based on their consumption patterns. In order to do this, interval meters are installed at a representative customer from each group for a specific period of time. Overall consumption patterns are then calculated using these sample measurements.
A Synthetic Profile is a profile that contains values generated on the basis of predefined periods (defined by day and season groups) and corresponding day and annual profiles. It is used when no interval readings are available to classify the consumption patterns of groups of customers. Customers groups (those customers with similar consumption patterns) are assigned the same synthetic profile.
Two further characteristics of a synthetic profile that will be discussed in this unit are:
- Dynamic modification factors
- Usage factors
Synthetic profiles can be made up of hierarchy structures. Components within this hierarchy are:
- Season groups
- Day groups
- Profiles
Season, day, and time-of-use groups can be adjusted in Customizing for SAP Utilities under Energy Data Management→Basic Settings
You must make day, season, and TOU settings before you can generate synthetic profiles.
- Season types describe a recurring period within a year. Season periods are allocated to a season type. In the example above, the following season types have been customized:
- Season type Summer (0001) describes the season period from April 1st to September 30th.
- Season type Winter (0002) describes the season period from October 1st to Decemeber 31st. (consecutive number 1) and the period from January 1st to March 31st. (consecutive number 2).
- Season groups describe the division of the year into season types.
- The season periods allocated to the season types in the season group must total one year (January 1st to December 31st) and cannot overlap.
- For example, to divide a year into summer and winter, define a season group that contains the season types summer (to which you allocate the season period April 1st to September 30th)and winter (to which you allocate the season periods October 1st to December 31st and January 1st to March 31st).
Day types define days based on the factory calendar.
In the Factory Calendar, Monday through Friday are defined as working days and Saturday, Sunday, and public holidays are defined as non-working or weekend days. A factory calendar is based on a public holiday calendar.
In the example above, the week is divided into weekdays and weekend days and the following day types are defined:
- Weekday with reference to the workdays in factory calendar 01, this means Monday through Friday.
- Weekend with reference to the public holidays in factory calendar 01, which means Saturday, Sunday, and public holidays.
- Other day types can also be customized.
Day groups contain different day types.
- Day group 1 includes weekdays (day type 0001) and weekends (day type 0002).
- Day group 2 includes all days (day type 0003).
Note
If different day types are defined based on different factory calendars, all of the factory calendars must refer to the same public holiday calendars.
You can define exceptions for day types so that regional or company-specific non-working days can be taken into account.
The day type exceptions are also allocated to day groups and can be selected for synthetic profiles or in the RTP interface at installation level.
Time of Use Groups consist of Time of Use Types.
Time of Use Types are defined and assigned to a Time of Use Group. For example:
- The TOU period from 08:00:00 to 17:59:59 is allocated to TOU type 0001 (on-peak rate period)
- TOU periods from 00:00:00 to 07:59:59 and 18:00:00 to 23:59:59 are allocated to TOU type 0002 (off-peak rate period)
In order to set up the TOU Group, the Time of Use Types On-Peak and Off-Peak are allocated to a TOU Group. In the above example, TOU Group On-Off Peak consists of on- and off-peak time periods as defined in the TOU type.
Synthetic profile values are determined using reference measurements or statistical methods and are saved as a day profile in the Energy Data Repository.
Based on the allocation of season, day and TOU groups, a synthetic profile structure is generated.
During the generation of the synthetic profile, the day profiles (standard load profiles) are determined according to the hierarchy. The profile values are then transferred to the synthetic profile according to the hierarchy settings.
As an alternative to day profiles, you can also allocate year or elementary profiles to a synthetic profile. Once a profile has been allocated to a synthetic profile and the synthetic profile has been generated, the day profile, year profile, or elementary profile can no longer be changed manually or by means of a mass change.
However, if an elementary profile is allocated to the synthetic profile, and the elementary profile is provided profile values on a regular basis from an automated meter reading system, the synthetic profile is generated automatically.
Dynamic Modification Factors are used to modify a customer or customer group's synthetic profile to represent the temperature impacts throughout the year. This process is known as dynamic modification and guarantees a typically stable load shape.
Dynamic modification factors are generated in EDM.
Note
SAP delivers a dynamic modification function. This function complies with the standards of the German Electricity Association (VDEW).
You can find this function in Customizing under SAP Fiori app: Home page→User Profile icon→App Finder→SAP Menu→Search in SAP Menu→Customizing – Execute Project→SAP Reference IMG→SAP Utilities→Tools→System Modifications→User-Defined Enhancements for Energy Data Management→Dynamic Modification Function for Synthetic Profiles→Define Functions for Calculating Dynamic Modification Factors.
Synthetic profile values can be normed in relation to a given consumption amount, or a fixed reference value, for a given time period of time. In this way a total consumption is used to create a synthetic profile based on the day profiles attached to it.
Normalization is possible for one year or one month. You can norm a synthetic profile for a year, for example, where the sum of the values is 1000 kWh (reference value) over the period.
Note
Values can only be generated for a period many times greater than the period length for norming.
Synthetic profiles are allocated to the installation using profile roles.
Multiple synthetic profiles can be allocated to one installation. For example, synthetic profiles can be used for both billing and settlement.
The usage factor represents the relationship between customer consumption and normed consumption values from the synthetic load profile.
In the example above, the synthetic profile is normed at 1000 kWh. The actual consumption of the customer is 900 kWh. The usage factor is automatically determined by dividing the customer consumption by the normed value of the synthetic profile:
Usage factor = 900 kWh / 1000 kWh = 0.9
Usage factor is updated:
Usage factors are automatically calculated and updated by means of consumption quantity determination in IS-U Billing. The billing period in which the consumption accumulates is taken into consideration. It is possible to specify for each synthetic profile of the installation whether or not the consumption quantity determination updates the usage factor.
Select the Load Profile button in the Display/Change app.
- Choose Create.
- Enter a start and end validity date for the allocation.
- Enter the load profile to be allocated.
- Enter the usage factor.