{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T20:06:38Z","timestamp":1781813198250,"version":"3.54.5"},"reference-count":216,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,5,1]],"date-time":"2019-05-01T00:00:00Z","timestamp":1556668800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Basic Research Program of China","doi-asserted-by":"publisher","award":["2016YFB0900100"],"award-info":[{"award-number":["2016YFB0900100"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U1766212"],"award-info":[{"award-number":["U1766212"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Smart Grid"],"published-print":{"date-parts":[[2019,5]]},"DOI":"10.1109\/tsg.2018.2818167","type":"journal-article","created":{"date-parts":[[2018,3,22]],"date-time":"2018-03-22T18:06:21Z","timestamp":1521741981000},"page":"3125-3148","source":"Crossref","is-referenced-by-count":1106,"title":["Review of Smart Meter Data Analytics: Applications, Methodologies, and Challenges"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1143-0666","authenticated-orcid":false,"given":"Yi","family":"Wang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3733-8641","authenticated-orcid":false,"given":"Qixin","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2421-7290","authenticated-orcid":false,"given":"Tao","family":"Hong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2296-8250","authenticated-orcid":false,"given":"Chongqing","family":"Kang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref170","doi-asserted-by":"publisher","DOI":"10.1109\/TDC.2008.4517273"},{"key":"ref172","doi-asserted-by":"publisher","DOI":"10.1109\/AMS.2014.23"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2016.11.266"},{"key":"ref174","article-title":"A hierarchical framework for smart grid anomaly detection using large-scale smart meter data","author":"moghaddass","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref173","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2503341"},{"key":"ref176","doi-asserted-by":"publisher","DOI":"10.1155\/2017\/8782131"},{"key":"ref175","first-page":"57","article-title":"Smart meters in smart grid: An overview","author":"zheng","year":"2013","journal-title":"Proc IEEE Green Technol Conf"},{"key":"ref178","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2364686"},{"key":"ref177","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2293957"},{"key":"ref168","article-title":"Phase identification with incomplete data","author":"xu","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2218253"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2016.2614366"},{"key":"ref38","author":"schofield","year":"2016","journal-title":"Low Carbon London Project Data From the Dynamic Time-of-Use Electricity Pricing Trial"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2016.03.135"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2527820"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2364233"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2277171"},{"key":"ref37","article-title":"Deep learning-based socio-demographic information identification from smart meter data","author":"wang","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2544883"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2014.10.025"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2014.12.039"},{"key":"ref181","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2013.130716"},{"key":"ref180","doi-asserted-by":"publisher","DOI":"10.1049\/iet-gtd.2012.0383"},{"key":"ref185","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2718666"},{"key":"ref184","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2376613"},{"key":"ref183","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2387848"},{"key":"ref182","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2211046"},{"key":"ref189","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2018.2801441"},{"key":"ref188","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2650204"},{"key":"ref187","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2018.2801440"},{"key":"ref186","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2593358"},{"key":"ref28","article-title":"Deep learning for household load forecasting&#x2014;A novel pooling deep RNN","author":"shi","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2016.2604389"},{"key":"ref179","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25876-8_7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2548565"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.2991\/ijcis.2017.10.1.51"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.11.011"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICEPE.2016.7781443"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2015.2414355"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2017.02.085"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2425222"},{"key":"ref25","year":"2012","journal-title":"CER Smart Metering Project The Commission for Energy Regulation (CER)"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2437877"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2013.07.003"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2010.06.011"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2555985"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2010.01.010"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1002\/etep.2509"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM.2016.7741457"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2014.2329485"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1016\/j.enpol.2014.05.053"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1186\/s40165-015-0018-2"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2013.2266122"},{"key":"ref148","doi-asserted-by":"crossref","first-page":"420","DOI":"10.1109\/TSG.2013.2278477","article-title":"Household energy consumption segmentation using hourly data","volume":"5","author":"kwac","year":"2014","journal-title":"IEEE Trans Smart Grid"},{"key":"ref149","first-page":"1","article-title":"Real-time demand response potential evaluation: A smart meter driven method","author":"bai","year":"2016","journal-title":"Proc IEEE Power Energy Soc Gen Meeting"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.11.010"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.09.001"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2016.02.001"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2014.07.001"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2013.07.005"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2013.07.004"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2013.07.002"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2504921"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2018.2803732"},{"key":"ref167","article-title":"Identifying topology of low voltage (LV) distribution networks based on smart meter data","author":"pappu","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM.2016.7741545"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2016.2628876"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1109\/TDC.2016.7519985"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2421304"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2453889"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2463755"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM.2015.7285756"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2014.06.025"},{"key":"ref3","year":"2017","journal-title":"Number of Electric Smart Meters Deployed in the U S From 2008 to 2016"},{"key":"ref6","year":"2016","journal-title":"Big Data and Smart Grid"},{"key":"ref5","article-title":"Decision-making for electricity retailers: A brief survey","author":"yang","year":"0","journal-title":"To be Published in IEEE Transactions on Smart Grid"},{"key":"ref8","year":"2017","journal-title":"Bits to Energy Lab Projects"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2309053"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1051-3"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2395822"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1109\/NAPS.2014.6965410"},{"key":"ref9","year":"2016","journal-title":"Advancing the Science of Smart Energy"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2015.02.063"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1080\/14786451.2015.1100196"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2712258"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2013.07.001"},{"key":"ref47","year":"2017","journal-title":"Distribution Zone Substation Information Data to Share"},{"key":"ref42","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":"ref41","year":"2012","journal-title":"Real Energy Real Customers in Real Time"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2014.2371035"},{"key":"ref43","year":"2017","journal-title":"Umass Smart* Dataset"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1023\/B:AIRE.0000045502.10941.a9"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1038\/s41560-017-0075-y"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/MELE.2016.2614188"},{"key":"ref70","article-title":"A fast technique for smart home management: ADP with temporal difference learning","author":"keerthisinghe","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2009.2027926"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1007\/s40565-017-0351-7"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ISGT.2016.7781213"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2656939"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-016-1019-8"},{"key":"ref79","first-page":"1972","article-title":"Application of low-rank matrix factorization to bad data identification and recovering for bus load","volume":"41","author":"wang","year":"2016","journal-title":"Power Syst Technol"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.11.005"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.11.001"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.11.004"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2016.01.001"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.12.001"},{"key":"ref65","year":"2017","journal-title":"ISO New England Zonal Information"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.09.006"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2547964"},{"key":"ref68","doi-asserted-by":"crossref","first-page":"795","DOI":"10.3390\/su9050795","article-title":"Wind speed for load forecasting models","volume":"9","author":"xie","year":"2017","journal-title":"Sustainability"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2597178"},{"key":"ref197","first-page":"17","article-title":"Deep learning of representations for unsupervised and transfer learning","author":"bengio","year":"2012","journal-title":"Proc ICML Workshop Unsupervised Transf Learn"},{"key":"ref198","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00406"},{"key":"ref199","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2013.2259230"},{"key":"ref193","doi-asserted-by":"publisher","DOI":"10.1126\/science.1242072"},{"key":"ref194","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015015"},{"key":"ref195","doi-asserted-by":"publisher","DOI":"10.1109\/IECON.2016.7793413"},{"key":"ref196","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2014.2354552"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2015.7364011"},{"key":"ref190","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2014.2359460"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2012.2223240"},{"key":"ref191","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2014.2321378"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2013.09.022"},{"key":"ref192","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2016.2546249"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2014.2377213"},{"key":"ref90","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1016\/j.cag.2013.10.006","article-title":"Anomaly detection for visual analytics of power consumption data","volume":"38","author":"janetzko","year":"2014","journal-title":"Comput Graph"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2409786"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRD.2013.2287032"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2528819"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2014.2309697"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.02.058"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.10.010"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.2481\/dsj.007-020"},{"key":"ref83","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1007\/978-3-319-43946-4_13","article-title":"Online anomaly energy consumption detection using Lambda architecture","author":"liu","year":"2016","journal-title":"Proc Int Conf Big Data Anal Knowl Disc"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2016.06.046"},{"key":"ref89","first-page":"3121","article-title":"Detecting non-technical energy losses through structural periodic patterns in AMI data","author":"botev","year":"2016","journal-title":"Proc IEEE Int Conf Big Data"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijepes.2012.10.031"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2543145"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2016.05.036"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2008.926431"},{"key":"ref200","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2684807"},{"key":"ref101","first-page":"478","article-title":"Unsupervised deep embedding for clustering analysis","author":"xie","year":"2016","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2013.2240309"},{"key":"ref209","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2010.2083610"},{"key":"ref203","article-title":"Decentralized neighborhood energy management with coordinated smart home energy sharing","author":"celik","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref204","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2654302"},{"key":"ref201","doi-asserted-by":"publisher","DOI":"10.1016\/j.tej.2012.09.016"},{"key":"ref202","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2016.2524962"},{"key":"ref207","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2762599"},{"key":"ref208","article-title":"Electricity price forecasting for operational scheduling of behind-the-meter storage systems","author":"chitsaz","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref205","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2717923"},{"key":"ref206","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2533164"},{"key":"ref211","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2695487"},{"key":"ref210","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2018.2806896"},{"key":"ref212","doi-asserted-by":"publisher","DOI":"10.1109\/GlobalSIP.2016.7906058"},{"key":"ref213","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2787838"},{"key":"ref214","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.010912.00035"},{"key":"ref215","doi-asserted-by":"publisher","DOI":"10.1109\/TCC.2017.2685583"},{"key":"ref216","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2259853"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2013.08.002"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2015.12.003"},{"key":"ref125","doi-asserted-by":"crossref","first-page":"500","DOI":"10.7334\/psicothema2013.23","article-title":"Using the R-MAPE index as a resistant measure of forecast accuracy","volume":"25","author":"moreno","year":"2013","journal-title":"Psicothema"},{"key":"ref124","article-title":"An ensemble forecasting method for the aggregated load with sub profiles","author":"wang","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref129","article-title":"PJM load forecast report January 2015 prepared by PJM resource adequacy planning department","year":"2015"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2274373"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2009.2036017"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2447007"},{"key":"ref134","article-title":"Combining probabilistic load forecasts","author":"wang","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1007\/s40565-018-0380-x"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2018.2801442"},{"key":"ref136","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.omega.2014.08.008","article-title":"Forecasting electricity smart meter data using conditional kernel density estimation","volume":"59","author":"arora","year":"2016","journal-title":"Omega"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2017.2702751"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1109\/SustainIT.2013.6685208"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.17775\/CSEEJPES.2015.00036"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2014.2362492"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2493083"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2013.03.086"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2012.01.037"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2014.7004299"},{"key":"ref2","year":"2017","journal-title":"How many smart meters are installed in the united states and who has them?"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2014.12.080"},{"key":"ref1","article-title":"Smart meters, quarterly report to end December 2016, great Britain","year":"2017"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.1007\/s00450-014-0294-4"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2489679"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2390132"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2014.10.003"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2278425"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2011.2162082"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2376291"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2014.2388078"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2011.2167524"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2012.03.010"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.04.011"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2219063"},{"key":"ref10","year":"2017","journal-title":"WP3 Overview"},{"key":"ref11","article-title":"Utility analytics in 2017: Aligning data and analytics with business strategy","year":"2017"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2018.2798759"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2016.2563461"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2011.12.031"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2013.03.023"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TST.2015.7085625"},{"key":"ref118","article-title":"Shape-based approach to household electric load curve clustering and prediction","author":"teeraratkul","year":"0","journal-title":"IEEE Trans Smart Grid"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TCE.2011.5735484"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2014.2363584"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2016.07.009"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2017.01.100"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2017.03.071"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2015.11.068"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1016\/j.segan.2016.02.005"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2017.2679110"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2015.2513900"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2015.7363836"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2013.2278868"},{"key":"ref122","article-title":"Short term electricity load forecasting on varying levels of aggregation","author":"sevlian","year":"2014","journal-title":"arXiv preprint arXiv 1404 0058"},{"key":"ref123","doi-asserted-by":"crossref","first-page":"1591","DOI":"10.1109\/TSG.2015.2493205","article-title":"Incorporating practice theory in sub-profile models for short term aggregated residential load forecasting","volume":"8","author":"stephen","year":"2017","journal-title":"IEEE Trans Smart Grid"}],"container-title":["IEEE Transactions on Smart Grid"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5165411\/8694132\/08322199.pdf?arnumber=8322199","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,2]],"date-time":"2025-07-02T22:53:01Z","timestamp":1751496781000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8322199\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,5]]},"references-count":216,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tsg.2018.2818167","relation":{},"ISSN":["1949-3053","1949-3061"],"issn-type":[{"value":"1949-3053","type":"print"},{"value":"1949-3061","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,5]]}}}