{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,18]],"date-time":"2026-08-18T04:38:33Z","timestamp":1787027913380,"version":"build-2736575974"},"reference-count":17,"publisher":"MDPI AG","issue":"1","license":[{"start":{"date-parts":[[2020,2,5]],"date-time":"2020-02-05T00:00:00Z","timestamp":1580860800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100013348","name":"Innosuisse - Schweizerische Agentur f\u00fcr Innovationsf\u00f6rderung","doi-asserted-by":"publisher","award":["18064.2 PFEN-ES"],"award-info":[{"award-number":["18064.2 PFEN-ES"]}],"id":[{"id":"10.13039\/501100013348","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Swiss Competence Center for Energy Research \u2013 Future Energy Efficient Buildings &amp; Districts","award":["FEEB&D"],"award-info":[{"award-number":["FEEB&D"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data"],"abstract":"<jats:p>Datasets with measurements of both solar electricity production and domestic electricity consumption separated into the major loads are interesting for research focussing on (i) local optimization of solar energy consumption and (ii) non-intrusive load monitoring. To this end, we publish the iHomeLab RAPT dataset consisting of electrical power traces from five houses in the greater Lucerne region in Switzerland spanning a period from 1.5 up to 3.5 years with a sampling frequency of five minutes. For each house, the electrical energy consumption of the aggregated household and specific appliances such as dishwasher, washing machine, tumble dryer, hot water boiler, or heating pump were metered. Additionally, the data includes electric production data from PV panels for all five houses, and battery power flow measurement data from two houses. Thermal metadata is also provided for the three houses with a heating pump.<\/jats:p>","DOI":"10.3390\/data5010017","type":"journal-article","created":{"date-parts":[[2020,2,6]],"date-time":"2020-02-06T02:59:18Z","timestamp":1580957958000},"page":"17","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":15,"title":["Residential Power Traces for Five Houses: The iHomeLab RAPT Dataset"],"prefix":"10.3390","volume":"5","author":[{"given":"Patrick","family":"Huber","sequence":"first","affiliation":[{"name":"Engineering and Architecture, Lucerne University of Sciences and Arts, Technikumstrasse 21, 6048 Horw, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Melvin","family":"Ott","sequence":"additional","affiliation":[{"name":"Engineering and Architecture, Lucerne University of Sciences and Arts, Technikumstrasse 21, 6048 Horw, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Martin","family":"Friedli","sequence":"additional","affiliation":[{"name":"Engineering and Architecture, Lucerne University of Sciences and Arts, Technikumstrasse 21, 6048 Horw, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4342-1783","authenticated-orcid":false,"given":"Andreas","family":"Rumsch","sequence":"additional","affiliation":[{"name":"Engineering and Architecture, Lucerne University of Sciences and Arts, Technikumstrasse 21, 6048 Horw, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6336-5478","authenticated-orcid":false,"given":"Andrew","family":"Paice","sequence":"additional","affiliation":[{"name":"Engineering and Architecture, Lucerne University of Sciences and Arts, Technikumstrasse 21, 6048 Horw, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2020,2,5]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"461","DOI":"10.1016\/j.rser.2013.10.022","article-title":"Demand Response and Smart Grids\u2014A Survey","volume":"30","author":"Siano","year":"2014","journal-title":"Renew. 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IEEE"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1109\/TCE.2011.5735484","article-title":"Nonintrusive Appliance Load Monitoring: Review and Outlook","volume":"57","author":"Zeifman","year":"2011","journal-title":"IEEE Trans. Consum. Electron."},{"key":"ref_7","unstructured":"(2020, January 30). WizEE\u2013Wizard for the Optimal Management of Electrical Energy in a Prosumer Household. Available online: https:\/\/www.aramis.admin.ch\/Grunddaten\/?ProjectID=37341."},{"key":"ref_8","unstructured":"(2020, January 30). Swiss Competence Center for Energy Research SCCER FEEB&D of the Swiss Innovation Agency Innosuisse. Available online: https:\/\/www.sccer-feebd.ch."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1186\/s42162-018-0035-1","article-title":"Prediction of Domestic Appliances Usage Based on Electrical Consumption","volume":"1","author":"Huber","year":"2018","journal-title":"Energy Inform."},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1038\/sdata.2016.122","article-title":"An Electrical Load Measurements Dataset of United Kingdom Households from a Two-Year Longitudinal Study","volume":"4","author":"Murray","year":"2017","journal-title":"Sci. Data"},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Beckel, C., Kleiminger, W., Cicchetti, R., Staake, T., and Santini, S. (2014, January 4\u20136). The ECO Data Set and the Performance of Non-intrusive Load Monitoring Algorithms. Proceedings of the 1st ACM Conference on Embedded Systems for Energy-Efficient Buildings, Memphis, TN, USA.","DOI":"10.1145\/2674061.2674064"},{"key":"ref_12","unstructured":"(2020, January 29). Dataport. Available online: https:\/\/dataport.pecanstreet.org\/."},{"key":"ref_13","unstructured":"Archive, I.S.S.D. (2019, January 18). Home, Irish Social Science Data Archive. Available online: https:\/\/www.ucd.ie\/issda\/data\/commissionforenergyregulationcer\/."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"439","DOI":"10.1016\/j.egypro.2017.07.400","article-title":"The Building Data Genome Project: An Open, Public Data Set from Non-Residential Building Electrical Meters","volume":"122","author":"Miller","year":"2017","journal-title":"Energy Procedia"},{"key":"ref_15","unstructured":"The HDF Group (2020, January 30). Hierarchical Data Format Version 5. Available online: https:\/\/www.hdfgroup.org."},{"key":"ref_16","unstructured":"McKinney, W. (July, January 28). Data Structures for Statistical Computing in Python. Proceedings of the 9th Python in Science Conference, Austin, TX, USA."},{"key":"ref_17","unstructured":"(2019, January 21). Python Data Analysis Library\u2014Pandas: Python Data Analysis Library. Available online: https:\/\/pandas.pydata.org."}],"container-title":["Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2306-5729\/5\/1\/17\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,11]],"date-time":"2025-10-11T08:54:48Z","timestamp":1760172888000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2306-5729\/5\/1\/17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,2,5]]},"references-count":17,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2020,3]]}},"alternative-id":["data5010017"],"URL":"https:\/\/doi.org\/10.3390\/data5010017","relation":{},"ISSN":["2306-5729"],"issn-type":[{"value":"2306-5729","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,2,5]]}}}