"Extension: Household appliance-usage preferences, energy consumption and hourly renewable-energy production, per season and date"
Abstract
"This dataset is an extension of the IEEE Data Port dataset \"Household appliance-usage preferences, appliance energy consumption and hourly renewable-energy production, per season and date\". Any and all omitted information regarding the dataset creation can be found by visiting the original dataset. This extension adds four (4) more datasets and, as with the original IEEE Data Port dataset, we include a table detailing them below. Contrary to the original dataset, where the measurements for all households per seasonal-dataset where extracted from the SAME day, each of these four (4) new seasonal-datasets were created by combining household measurements for DIFFERENT days per household, yet still within the same month, as can be observed in the table below. As an intended result, the energy demand outside the renewable-energy curve per seasonal-dataset is very high (see dataset image\/picture for a visual representation of the demand and the renewable energy curve per seasonal-dataset). DatasetDateNum of residents (U)Num of appliances (A)Num of timeslots (T)Households (IDs)Demand (kWh)Available Renewable energy (kWh)Aut_v29,10,15,26,28\/9\/2014527243 7 6 2 5190114Win_v28,9,15,17,20\/1\/2014525244 3 6 5 1161.592Spg_v22,3,11,13,17\/4\/2014525245 1 4 3 2135.4136Sum_v25,6,6,18,28\/6\/2014527248 2 5 3 19226.8162"
Fields of Study & Subjects
Smart Grid Energy Management
Building Energy and Comfort Optimization
Energy Load and Power Forecasting
Publication details
- Journal / source
- IEEE DataPort
- Publication date
- 7 February 2026
- Document type
- Dataset