{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T05:35:29Z","timestamp":1761197729111,"version":"3.28.0"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1109\/smartgridcomm.2019.8909729","type":"proceedings-article","created":{"date-parts":[[2019,11,26]],"date-time":"2019-11-26T01:39:16Z","timestamp":1574732356000},"page":"1-6","source":"Crossref","is-referenced-by-count":9,"title":["MEED: An Unsupervised Multi-Environment Event Detector for Non-Intrusive Load Monitoring"],"prefix":"10.1109","author":[{"given":"Daniel","family":"Jorde","sequence":"first","affiliation":[]},{"given":"Matthias","family":"Kahl","sequence":"additional","affiliation":[]},{"given":"Hans-Arno","family":"Jacobsen","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2003.10.002"},{"key":"ref30","first-page":"249","article-title":"Understanding the Difficulty of Training Deep Feedforward Neural Networks","author":"glorot","year":"2010","journal-title":"Proc Int Conf Artificial Intelligence Statistics"},{"key":"ref10","article-title":"An Experimental Comparison of Performance Metrics for Event Detection a Algorithms in NILM","author":"pereira","year":"2018","journal-title":"4th International Workshop on NILM"},{"key":"ref11","first-page":"990","article-title":"Label Correction and Event Detection for Electricity Disaggregation","author":"valovage","year":"2017","journal-title":"Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems ser AAMAS ’17 Richland SC International Foundation for Autonomous Agents and Multiagent Systems"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.23919\/SustainIT.2017.8379796"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2017.2700987"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA.2014.7005320"},{"key":"ref15","first-page":"1","article-title":"Event Detection in NILM using Cepstrum Smoothing","author":"de baets","year":"2016","journal-title":"3rd Int NILM Workshop"},{"key":"ref16","article-title":"Unsupervised Adaptive Event Detection for Building-Level Energy Disaggregation","author":"barsim","year":"2014","journal-title":"proceedings of Power and Energy Student Summt (PESS)"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2015.7418159"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.5121\/csit.2016.60108"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/su10041001"},{"journal-title":"Keras","year":"2015","author":"chollet","key":"ref28"},{"key":"ref4","article-title":"Fundamental Limits of Nonintrusive Load Monitoring","author":"dong","year":"2013","journal-title":"HiCoNS 2014 - Proceedings of the 3rd International Conference on High Confidence Networked Systems"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref3","article-title":"Does Disaggregated Electricity Feedback reduce Domestic Electricity Consumption? A Systematic Review of the Literature","volume":"abs 1605 962","author":"kelly","year":"2016","journal-title":"CoRR"},{"key":"ref6","first-page":"1","article-title":"BLUED: A Fully Labeled Public Dataset for Event-based Non-Intrusive Load Monitoring Research","author":"anderson","year":"2012","journal-title":"Proceedings of the 2nd KDD Workshop on Data Mining Applications in Sustainability"},{"key":"ref29","article-title":"Adam: A Method for Stochastic Optimization","author":"kingma","year":"2014","journal-title":"CoRR"},{"journal-title":"Deep Learning","year":"2016","author":"goodfellow","key":"ref5"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/5.192069"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/sdata.2018.48"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2012.08.062"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2012.6389367"},{"journal-title":"EU Energy in Figures","year":"2018","key":"ref1"},{"key":"ref20","article-title":"Event Detection and Disaggregation Algorithms for NIALM System","author":"trung","year":"2014","journal-title":"2nd International Workshop on NILM"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899X\/322\/7\/072014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2011.5947314"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/APEC.2006.1620777"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2014.12.225"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s12053-014-9306-2"}],"event":{"name":"2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","start":{"date-parts":[[2019,10,21]]},"location":"Beijing, China","end":{"date-parts":[[2019,10,23]]}},"container-title":["2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8901543\/8909688\/08909729.pdf?arnumber=8909729","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T15:14:08Z","timestamp":1658157248000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8909729\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/smartgridcomm.2019.8909729","relation":{},"subject":[],"published":{"date-parts":[[2019,10]]}}}