The simulated half-hourly PV generation profiles (in kW) of 42 households.

PV generation was simulated by Dr. Rory Telford from the University of Strathclyde. PV generation at each households was simulated at half-hourly time resolution based on an open-source PV model https://pvpmc.sandia.gov/applications/pv_lib-toolbox/ combined with global horizontal irradiance (GHI) weather data https://e3p.jrc.ec.europa.eu/articles/typical-meteorological-year-tmy.

pvSample

Format

A dataframe with 4416 rows and 48 variables:

date: (character) Date of the PV generations with the form 'yyyy-mm-dd'.
time: (character) Timestamps was recorded. Ranges from 00:00:00 to 23:30:00.
year: (integer) The year was recorded.
month: (character) The month was recorded. These months are March, April and May.
mdate: (character) Denote the date and month with the form 'dd-mm'.
week: (character) The day-of-the-week was recorded. Ranges from 'Monday' to 'Sunday'.
7-48: (numeric) PV generation profiles (in kW) of each household at the given time.

Source

Provided by the project "Analytical Middleware for Informed Distribution Networks (AMIDiNe)" (EPSRC Reference: EP/S030131/1).

Examples

head(pvSample[,1:10])
#>            date     time year month mdate      week       X1     X2      X3
#> 1489 2009-04-01 00:00:00 2009 April 01-04 Wednesday -0.00091 -2e-04 -0.0041
#> 1490 2009-04-01 00:30:00 2009 April 01-04 Wednesday -0.00091 -2e-04 -0.0041
#> 1491 2009-04-01 01:00:00 2009 April 01-04 Wednesday -0.00091 -2e-04 -0.0041
#> 1492 2009-04-01 01:30:00 2009 April 01-04 Wednesday -0.00091 -2e-04 -0.0041
#> 1493 2009-04-01 02:00:00 2009 April 01-04 Wednesday -0.00091 -2e-04 -0.0041
#> 1494 2009-04-01 02:30:00 2009 April 01-04 Wednesday -0.00091 -2e-04 -0.0041
#>           X4
#> 1489 -0.0041
#> 1490 -0.0041
#> 1491 -0.0041
#> 1492 -0.0041
#> 1493 -0.0041
#> 1494 -0.0041