Electrical consumption of household appliances

Description

This dataset contains the load curves of various household appliances with a fine resolution (1 second) collected during 2020 over a period of one month using connected sockets installed in 13 households. ### Description of data #### 1. Information about connected sockets The file ‘smart_plug_devices.csv’ contains information about the 46 connected sockets that allowed power consumption readings. The file contains the following columns: | Column | Comments | | — | — - | | id | Id of the socket | | first_ts | Date of the first measure available| | last_ts |Date of the latest measure available| | available_duration | Total duration of measurements available (number of days)| | plug_name | Name of device connected to the socket| | appliance_category | Category of device connected to the socket| | how | Possible comments on the connected device| | files_names | Associated csv filename| | power_max | Maximum registered power (W)| The possible categories of the column ‘appliance_category’ based on the column ‘plug_name’ are as follows: — *Multimedia* = [computer, 3D_printer, internet_router, laptop, phone_charger, printer, screen, tv, sound_system] — *Kitchen* = [boiler, coffee, freezer, fridge, micro_wave_oven] — *washing* = [dishwasher, dryer, washing_machine] — *Cooling* = [air_conditioner, fan] — *Other* = [air_purify, dehumidifier, radiator, solar_panel, vacuum] #### 2. Data collected The file ‘data_smart_plugs.zip’ contains the ‘data’ folder in which there are 46 csv files corresponding to each row of the file ‘smart_plug_devices.csv’ (see previous section). File names can be found in the ‘files_names’ column of the file ‘smart_plug_devices.csv’ and are constructed as follows: ‘_.csv’ Each file contains the following columns: | Column | Comments | | — | — - | | timestamp | Date and time of measurement | | power | Power (W)| ## Contact For any questions or requests regarding this dataset, please contact research@ecoco2.com.

Resources

Name Format Description Link
57 https://www.data.gouv.fr/api/1/datasets/r/4ca9a118-f705-463a-a6fd-57aba3c868eb

Tags

  • consommation
  • consommation-d-energie
  • puissance
  • consommation-electrique
  • electromenager

Topics

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