Dataset Open Access

Electricity Weekly Dataset

Godahewa, Rakshitha; Bergmeir, Christoph; Webb, Geoff; Hyndman, Rob; Montero-Manso, Pablo


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  <identifier identifierType="DOI">10.5281/zenodo.4656141</identifier>
  <creators>
    <creator>
      <creatorName>Godahewa, Rakshitha</creatorName>
      <givenName>Rakshitha</givenName>
      <familyName>Godahewa</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-1333-7249</nameIdentifier>
      <affiliation>PhD Student at Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Bergmeir, Christoph</creatorName>
      <givenName>Christoph</givenName>
      <familyName>Bergmeir</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-3665-9021</nameIdentifier>
      <affiliation>Lecturer at Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Webb, Geoff</creatorName>
      <givenName>Geoff</givenName>
      <familyName>Webb</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-9963-5169</nameIdentifier>
      <affiliation>Professor at Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Hyndman, Rob</creatorName>
      <givenName>Rob</givenName>
      <familyName>Hyndman</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-2140-5352</nameIdentifier>
      <affiliation>Professor at Monash University</affiliation>
    </creator>
    <creator>
      <creatorName>Montero-Manso, Pablo</creatorName>
      <givenName>Pablo</givenName>
      <familyName>Montero-Manso</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3816-0985</nameIdentifier>
      <affiliation>Lecturer at University of Sydney</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Electricity Weekly Dataset</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2020</publicationYear>
  <subjects>
    <subject>electricity data</subject>
    <subject>forecasting</subject>
    <subject>weekly series</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2020-06-11</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/4656141</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="Cites" resourceTypeGeneral="Dataset">https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="Cites" resourceTypeGeneral="Text">http://arxiv.org/abs/1703.07015</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="Cites" resourceTypeGeneral="Dataset">https://github.com/laiguokun/multivariate-time-series-data</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.3889952</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/forecasting</relatedIdentifier>
  </relatedIdentifiers>
  <version>3</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;The electricity dataset represents the electricity consumption of 370 clients recorded in 15-minutes periods in Kilowatt (kW) from 2011 to 2014.&lt;/p&gt;

&lt;p&gt;The uploaded dataset is an aggregated version of the hourly electricity dataset used by Lai et al. (2017). It&amp;nbsp;contains 321 weekly time series from 2012 to 2014.&lt;/p&gt;</description>
    <description descriptionType="Other">{"references": ["UCI, 2020. Electricityloaddiagrams20112014 data set, uci machine learning repository. Accessed:  2020-04-30. URL https://archive.ics.uci.edu/ml/datasets/ElectricityLoadDiagrams20112014", "Lai, G., Chang, W., Yang, Y., Liu, H., 2017. Modeling long and short-term temporal patterns with deep neural networks. CoRR abs/1703.07015.URL http://arxiv.org/abs/1703.07015", "Lai, G., 2017. multivariate-time-series-data. https://github.com/laiguokun/multivariate-time-series-data, accessed:  2020-05-04"]}</description>
  </descriptions>
</resource>
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