Show simple item record

Depositordc.contributorKilgour, Jonathan
Funderdc.contributor.otherEPSRC - Engineering and Physical Sciences Research Councilen_UK
Spatial Coveragedc.coverage.spatialEdinburgh, Fife, The Lothiansen_UK
Time Perioddc.coverage.temporalstart=2016-08-10; end=2018-06-30; scheme=W3C-DTFen
Data Creatordc.creatorGoddard, Nigel
Data Creatordc.creatorKilgour, Jonathan
Data Creatordc.creatorPullinger, Martin
Data Creatordc.creatorArvind, D.K
Data Creatordc.creatorLovell, Heather
Data Creatordc.creatorMoore, Johanna
Data Creatordc.creatorShipworth, David
Data Creatordc.creatorSutton, Charles
Data Creatordc.creatorWebb, Jan
Data Creatordc.creatorBerliner, Niklas
Data Creatordc.creatorBrewitt, Cillian
Data Creatordc.creatorDzikovska, Myroslava
Data Creatordc.creatorFarrow, Edmund
Data Creatordc.creatorFarrow, Elaine
Data Creatordc.creatorMann, Janek
Data Creatordc.creatorMorgan, Evan
Data Creatordc.creatorWebb, Lynda
Data Creatordc.creatorZhong, Mingjun
Date Accessioneddc.date.accessioned2020-05-28T13:10:55Z
Citationdc.identifier.citationGoddard, Nigel; Kilgour, Jonathan; Pullinger, Martin; Arvind, D.K; Lovell, Heather; Moore, Johanna; Shipworth, David; Sutton, Charles; Webb, Jan; Berliner, Niklas; Brewitt, Cillian; Dzikovska, Myroslava; Farrow, Edmund; Farrow, Elaine; Mann, Janek; Morgan, Evan; Webb, Lynda; Zhong, Mingjun. (2020). IDEAL Household Energy Dataset, 2016-2018 [dataset]. University of Edinburgh. School of Informatics.en
Persistent Identifierdc.identifier.urihttp://hdl.handle.net/10283/3647
Persistent Identifierdc.identifier.urihttps://doi.org/10.7488/ds/2836
Dataset Description (abstract)dc.description.abstractThe IDEAL Household Energy Dataset comprises data from 255 UK homes. Alongside electric and gas data from each home the corpus contains individual room temperature and humidity readings and temperature readings from the boiler. For 39 of the 255 homes more detailed data is available, including individual electrical appliance use data, and data on individual radiators. Sensor data is augmented by anonymised survey data and metadata including occupant demographics, self-reported energy awareness and attitudes, and building, room and appliance characteristics. The dataset is split across several downloads, below. README.txt summarises the contents of each download. Documentation.zip describes each data file in the dataset, and the source research project and data collection methodology. Coding.zip provides helpful code examples (Python) to aid with getting started with analysis.en_UK
Dataset Description (TOC)dc.description.tableofcontentsdocumentation.zip - dataset documentation; metadata_and_surveys.zip - information about participating households and responses to surveys that were taken; coding.zip - example code for working with the dataset in Python; household_sensors.zip - Household-level sensor data; room_and_appliance_sensors.zip - Room and appliance level sensor data; auxiliary.zip - Other sensor data.en_UK
Languagedc.language.isoengen_UK
Publisherdc.publisherUniversity of Edinburgh. School of Informaticsen_UK
Subjectdc.subjecthousehold energyen_UK
Subjectdc.subjectEnergy Behaviours
Subjectdc.subjectEnergy Practices
Subjectdc.subjectEnergy Disaggregation
Subjectdc.subjectScotland
Subjectdc.subjectUK
Subjectdc.subjectHeating
Subjectdc.subjectEnergy Expenditure
Subjectdc.subjectAppliance Use
Subjectdc.subjectDomestic Energy
Subjectdc.subjectNILM
Subjectdc.subjectNon-intrusive Load Monitoring
Subjectdc.subjectEnergy Research
Subjectdc.subjectGas
Subjectdc.subjectElectricity
Subjectdc.subjectRoom Temperature
Subjectdc.subjectRoom humidity
Subjectdc.subjectEnergy Policy
Titledc.titleIDEAL Household Energy Dataseten_UK
Typedc.typedataseten_UK
Embargo Datedc.date.embargo2021-02-25


Files in this item

Thumbnail
Thumbnail
Thumbnail
Thumbnail
Thumbnail
Thumbnail
Thumbnail
Thumbnail

This item appears in the following Collection(s)

Show simple item record