{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T13:12:24Z","timestamp":1775135544821,"version":"3.50.1"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tim.2023.3328085","type":"journal-article","created":{"date-parts":[[2023,10,27]],"date-time":"2023-10-27T17:50:54Z","timestamp":1698429054000},"page":"1-15","source":"Crossref","is-referenced-by-count":29,"title":["An Embedded Deep Learning NILM System: A Year-Long Field Study in Real Houses"],"prefix":"10.1109","volume":"72","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7227-2975","authenticated-orcid":false,"given":"Simone","family":"Mari","sequence":"first","affiliation":[{"name":"Department of Industrial and Information Engineering and Economics, University of L&#x2019;Aquila, L&#x2019;Aquila, AQ, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5605-1136","authenticated-orcid":false,"given":"Giovanni","family":"Bucci","sequence":"additional","affiliation":[{"name":"Department of Industrial and Information Engineering and Economics, University of L&#x2019;Aquila, L&#x2019;Aquila, AQ, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1676-5273","authenticated-orcid":false,"given":"Fabrizio","family":"Ciancetta","sequence":"additional","affiliation":[{"name":"Department of Industrial and Information Engineering and Economics, University of L&#x2019;Aquila, L&#x2019;Aquila, AQ, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6244-5521","authenticated-orcid":false,"given":"Edoardo","family":"Fiorucci","sequence":"additional","affiliation":[{"name":"Department of Industrial and Information Engineering and Economics, University of L&#x2019;Aquila, L&#x2019;Aquila, AQ, Italy"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5378-2558","authenticated-orcid":false,"given":"Andrea","family":"Fioravanti","sequence":"additional","affiliation":[{"name":"Department of Industrial and Information Engineering and Economics, University of L&#x2019;Aquila, L&#x2019;Aquila, AQ, Italy"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/I2MTC50364.2021.9460038"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3467707.3467753"},{"key":"ref3","volume-title":"Intelligence for Your Home","year":"2019"},{"key":"ref4","volume-title":"Sense Energy Monitor","year":"2018"},{"key":"ref5","volume-title":"NILM Systems","year":"2021"},{"key":"ref6","volume-title":"Prototype nonintrusive appliance load monitor","author":"Hart","year":"1985"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2245926"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/i2mtc43012.2020.9128599"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JPETS.2016.2559507"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1864349.1864375"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.21014\/acta_imeko.v10i4.1184"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2022.108673"},{"key":"ref13","first-page":"1153","article-title":"Energy disaggregation via discriminative sparse coding","volume-title":"Proc. 23rd Int. Conf. Neural Inf. Process. Syst. (NIPS)","volume":"1","author":"Kolter"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972818.64"},{"key":"ref15","first-page":"1","article-title":"Non-intrusive load monitoring using prior models of general appliance types","volume-title":"Proc. Nat. Conf. Artif. Intell.","author":"Parson"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2017.08.203"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/fi8010004"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/2821650.2821672"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11873"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2021.106837"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10141657"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2016.122"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/tsg.2019.2938068"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/i2mtc48687.2022.9806577"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2674061.2674064"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-019-0212-5"},{"key":"ref27","first-page":"59","article-title":"REDD: A public data set for energy disaggregation research","volume-title":"Proc. Workshop Data Mining Appl. Sustainability (SIGKDD)","volume":"25","author":"Kolter"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2015.7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1168\/2\/022022"},{"key":"ref30","volume-title":"TensorFlow: Large-Scale Machine Learning on Heterogeneous Systems","author":"Abadi","year":"2015"},{"key":"ref31","first-page":"1","article-title":"Adam: A method for stochastic optimization","volume-title":"Proc. 3rd Int. Conf. Learn. Represent.","author":"Kingma"},{"key":"ref32","volume-title":"Anaconda Software Distribution","year":"2020"},{"key":"ref33","volume-title":"Node-RED","year":"2023"},{"key":"ref34","volume-title":"JCGM 100: Evaluation of Measurement Data-Guide to the Expression of Uncertainty in Measurement (GUM)","year":"2012"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.3390\/en15239011"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.measen.2021.100145"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/19\/10012124\/10298237.pdf?arnumber=10298237","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T11:21:04Z","timestamp":1709378464000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10298237\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/tim.2023.3328085","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"value":"0018-9456","type":"print"},{"value":"1557-9662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}