The half-hourly smart meter readings of 622 households in the middle Scotland.

This dataset is the pre-processed data that created by the developers based on the original EDRP dataset provided by the "Analytical Middleware for Informed Distribution Networks (AMIDiNe)" (EPSRC Reference: EP/S030131/1) project. It contains three-month data from March to May.

loadsample

Format

A dataframe with 4416 rows and 628 variables:

date: (character) Date of the smart meter readings 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'.
7-628: (numeric) Smart meter readings 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(loadsample[,1:10])
#>            date     time year month mdate      week    X1    X2    X3    X4
#> 1489 2009-04-01 00:00:00 2009 April 01-04 Wednesday 0.040 0.054 0.028 0.075
#> 1490 2009-04-01 00:30:00 2009 April 01-04 Wednesday 0.039 0.074 0.031 0.075
#> 1491 2009-04-01 01:00:00 2009 April 01-04 Wednesday 0.056 0.056 0.038 0.066
#> 1492 2009-04-01 01:30:00 2009 April 01-04 Wednesday 0.083 0.048 0.038 0.036
#> 1493 2009-04-01 02:00:00 2009 April 01-04 Wednesday 0.067 0.080 0.032 0.038
#> 1494 2009-04-01 02:30:00 2009 April 01-04 Wednesday 0.056 0.054 0.023 0.048