| Title: | Data Package for BDEW Standard Load Profiles in Electricity |
|---|---|
| Description: | Data on standard load profiles from the German Association of Energy and Water Industries (BDEW Bundesverband der Energie- und Wasserwirtschaft e.V.) in a tidy format. The data and methodology are described in VDEW (1999), "Repräsentative VDEW-Lastprofile", <https://www.bdew.de/media/documents/1999_Repraesentative-VDEW-Lastprofile.pdf>. The package also offers an interface for generating a standard load profile over a user-defined period. For the algorithm, see VDEW (2000), "Anwendung der Repräsentativen VDEW-Lastprofile step-by-step", <https://www.bdew.de/media/documents/2000131_Anwendung-repraesentativen_Lastprofile-Step-by-step.pdf>. |
| Authors: | Markus Döring [aut, cre, cph] |
| Maintainer: | Markus Döring <[email protected]> |
| License: | CC0 |
| Version: | 1.0.0.9000 |
| Built: | 2025-02-28 05:32:40 UTC |
| Source: | https://github.com/flrd/standardlastprofile |
Data about representative, standard load profiles for electricity from the German Association of Energy and Water Industries (BDEW Bundesverband der Energie- und Wasserwirtschaft e.V.) in a tidy format.
slpslp
A data.frame with 9,504 observations and 5 variables:
character, identifier for load profile, see 'Details'
character, one of 'summer', 'winter', 'transition'
character, one of 'saturday', 'sunday', 'workday'
character, format: %H:%M
numeric, electric power
There are 96 x 1/4h measurements of electrical power for each combination
of profile_id, period and day, which we refer to as the "standard load
profile". This dataset results from an analysis of 1,209 load profiles of
low-voltage electricity consumers in Germany, published in 1999.
In total there are 11 profile_id for three different customer groups:
Households: H0
Commercial: G0, G1, G2, G3, G4, G5, G6
Agriculture: L0, L1, L2
Call slp_info() to for more information and examples.
Period definitions:
summer: May 15 to September 14
winter: November 1 to March 20
transition: March 21 to May 14, and September 15 to October 31
Day definitions:
workday: Monday to Friday
saturday: Saturdays; Dec 24th and Dec 31th are considered a Saturdays too
if they are not a Sunday
sunday: Sundays and all public holidays
https://www.bdew.de/energie/standardlastprofile-strom/
https://www.bdew.de/media/documents/Profile.zip
https://www.bdew.de/media/documents/1999_Repraesentative-VDEW-Lastprofile.pdf
head(slp)head(slp)
Generate a standard load profile, normalized to an annual consumption of 1,000 kWh.
slp_generate(profile_id, start_date, end_date, state_code = NULL)slp_generate(profile_id, start_date, end_date, state_code = NULL)
profile_id |
load profile identifier, required |
start_date |
start date in ISO 8601 format, required |
end_date |
end date in ISO 8601 format, required |
state_code |
identifier for one of 16 German states, optional |
In regards to the electricity market in Germany, the term "Standard Load Profile" refers to a representative pattern of electricity consumption over a specific period. These profiles can be used to depict the expected electricity consumption for various customer groups, such as households or businesses.
For each distinct combination of profile_id, period, and day, there
are 96 x 1/4 hour measurements of electrical power. Values are normalized so
that they correspond to an annual consumption of 1,000 kWh. That is, summing
up all the quarter-hourly consumption values for one year yields an approximate
total of 1,000 kWh/a; for more information, refer to the 'Examples' section,
or call vignette("algorithm-step-by-step").
In total there are 11 profile_id for three different customer groups:
Households: H0
Commercial: G0, G1, G2, G3, G4, G5, G6
Agriculture: L0, L1, L2
For more information and examples, call slp_info().
Period definitions:
summer: May 15 to September 14
winter: November 1 to March 20
transition: March 21 to May 14, and September 15 to October 31
Day definitions:
workday: Monday to Friday
saturday: Saturdays; Dec 24th and Dec 31th are considered a Saturdays too
if they are not a Sunday
sunday: Sundays and all public holidays
Note: The package supports public holidays for Germany,
retrieved from the nager.Date API.
Use the optional argument state_code to consider public holidays on a state
level too. Allowed values are listed below:
DE-BB: Brandenburg
DE-BE: Berlin
DE-BW: Baden-Württemberg
DE-BY: Bavaria
DE-HB: Bremen
DE-HE: Hesse
DE-HH: Hamburg
DE-MV: Mecklenburg-Vorpommern
DE-NI: Lower-Saxony
DE-NW: North Rhine-Westphalia
DE-RP: Rhineland-Palatinate
DE-SH: Schleswig-Holstein
DE-SL: Saarland
DE-SN: Saxony
DE-ST: Saxony-Anhalt
DE-TH: Thuringia
start_date must be greater or equal to "1990-01-01". This is because public
holidays in Germany would be ambitious before the reunification in 1990
(think of the state of Berlin in 1989 and earlier).
end_date must be smaller or equal to "2073-12-31" because this is last
year supported by the nager.Date API.
A data.frame with four variables:
profile_id, character, load profile identifier
start_time, POSIXct / POSIXlt, start time
end_time, POSIXct / POSIXlt, end time
watts, numeric, electric power
https://www.bdew.de/energie/standardlastprofile-strom/
https://www.bdew.de/media/documents/1999_Repraesentative-VDEW-Lastprofile.pdf
https://www.bdew.de/media/documents/2000131_Anwendung-repraesentativen_Lastprofile-Step-by-step.pdf
start <- "2024-01-01" end <- "2024-12-31" # multiple profile IDs are supported L <- slp_generate(c("L0", "L1", "L2"), start, end) head(L) # you can specify one of the 16 ISO 3166-2:DE codes to take into # account holidays determined at the level of the federal states berlin <- slp_generate("H0", start, end, state_code = "DE-BE") # for convenience, the codes can be specified without the prefix "DE-" identical(berlin, slp_generate("H0", start, end, state_code = "BE")) # state codes are not case-sensitive identical(berlin, slp_generate("H0", start, end, state_code = "de-be")) # consider only nationwide public holidays H0_2024 <- slp_generate("H0", start, end) # electric power values are normalized to consumption of ~1,000 kWh/a sum(H0_2024$watts / 4 / 1000)start <- "2024-01-01" end <- "2024-12-31" # multiple profile IDs are supported L <- slp_generate(c("L0", "L1", "L2"), start, end) head(L) # you can specify one of the 16 ISO 3166-2:DE codes to take into # account holidays determined at the level of the federal states berlin <- slp_generate("H0", start, end, state_code = "DE-BE") # for convenience, the codes can be specified without the prefix "DE-" identical(berlin, slp_generate("H0", start, end, state_code = "BE")) # state codes are not case-sensitive identical(berlin, slp_generate("H0", start, end, state_code = "de-be")) # consider only nationwide public holidays H0_2024 <- slp_generate("H0", start, end) # electric power values are normalized to consumption of ~1,000 kWh/a sum(H0_2024$watts / 4 / 1000)
Information and examples on standard load profiles from the German Association of Energy and Water Industries (BDEW Bundesverband der Energie- und Wasserwirtschaft e.V.)
slp_info(profile_id, language = c("EN", "DE"))slp_info(profile_id, language = c("EN", "DE"))
profile_id |
load profile identifier, required |
language |
one of 'EN' (English), 'DE' (German) |
A list
https://www.bdew.de/energie/standardlastprofile-strom/
https://www.bdew.de/media/documents/2000131_Anwendung-repraesentativen_Lastprofile-Step-by-step.pdf
https://www.bdew.de/media/documents/Zuordnung_der_VDEW-Lastprofile_zum_Kundengruppenschluessel.pdf
slp_info("G5", language = "DE") # multiple profile IDs are supported slp_info(c("G0", "G5"))slp_info("G5", language = "DE") # multiple profile IDs are supported slp_info(c("G0", "G5"))