{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T14:18:27Z","timestamp":1774966707551,"version":"3.50.1"},"reference-count":95,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2016,2,1]],"date-time":"2016-02-01T00:00:00Z","timestamp":1454284800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2016,2]]},"DOI":"10.1109\/tii.2015.2414355","type":"journal-article","created":{"date-parts":[[2015,3,18]],"date-time":"2015-03-18T21:18:12Z","timestamp":1426713492000},"page":"425-436","source":"Crossref","is-referenced-by-count":489,"title":["Smart Electricity Meter Data Intelligence for Future Energy Systems: A Survey"],"prefix":"10.1109","volume":"12","author":[{"given":"Damminda","family":"Alahakoon","sequence":"first","affiliation":[]},{"given":"Xinghuo","family":"Yu","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/TDC.2012.6281543"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/SMFG.2011.6125765"},{"key":"ref71","article-title":"Advanced data mining methods for electricity customer behaviour analysis in power utility companies","author":"nizar","year":"2008"},{"key":"ref70","article-title":"High frequency electricity spot price dynamics: An intra-day markets approach","author":"guthrie","year":"2002"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/UPEC.2012.6398598"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/PTC.2013.6652170"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CDC.2010.5717141"},{"key":"ref39","author":"anwar","year":"2014","journal-title":"Cyber Security of Smart Grid Infrastructure The State of the Art in Intrusion Prevention and Detection"},{"key":"ref75","article-title":"Definition of smart metering and applications and identification of benefits","author":"koponen","year":"2008"},{"key":"ref38","first-page":"1739","article-title":"A contribution to better understand the demand for electricity in the residential sector","author":"abreu","year":"0","journal-title":"Proc Eur Council Energy Efficient Econ (ECEEE’11) Summer Study"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/PESGM.2012.6345251"},{"key":"ref79","first-page":"1","article-title":"The cognitive power meter: Looking beyond the smart meter","author":"mahonin","year":"0","journal-title":"Proc 26th IEEE Can Conf Elect Comput Eng (CCECE’13)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.4236\/cs.2013.43033"},{"key":"ref32","first-page":"151","article-title":"Submeter based training of multi-class support vector machines for appliance recognition in home electricity consumption data","author":"mittelsdorf","year":"0","journal-title":"Proceedings of SMARTGREENS"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/BF00337288"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ISGT.2012.6175680"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1002\/wics.101"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/3PGCIC.2012.42"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm.2012.6486009"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1049\/cp.2012.0865"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-005-0046-3"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2012.02.044"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2011.2167524"},{"key":"ref28","author":"han","year":"2006","journal-title":"Data Mining Concepts and Techniques"},{"key":"ref64","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1109\/59.867141","article-title":"short-term load forecasting for special days in anomalous load conditions using neural networks and fuzzy inference method","volume":"15","author":"kim","year":"2000","journal-title":"IEEE Transactions on Power Systems"},{"key":"ref27","author":"fayyad","year":"1996","journal-title":"Advances in Knowledge Discovery and Data Mining"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2006.881133"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.enconman.2006.08.016"},{"key":"ref29","article-title":"Fuzzy decision model for the smart grid","author":"baqui","year":"2012"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2003.811199"},{"key":"ref68","first-page":"51","article-title":"Electrical power load forecasting using hybrid self-organizing maps and support vector machines","author":"nagi","year":"0","journal-title":"Proc 2nd Int Power Eng Optim Conf (PEOCO’08)"},{"key":"ref69","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1080\/07350015.1989.10509719","article-title":"The performance of periodic autoregressive models in forecasting seasonal U.K. consumption","volume":"7","author":"osborn","year":"1989","journal-title":"J Bus Econ Statist"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2012.2204795"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2011.942176"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2011.2158841"},{"key":"ref22","first-page":"213","volume":"52","author":"armel","year":"2013","journal-title":"Is Disaggregation the Holy Grail of Energy Efficiency? The Case of Electricity Energy Policy"},{"key":"ref21","article-title":"Quantitative Research into Public Awareness, Attitudes, and Experience of Smart Meters","year":"2013"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2002.807085"},{"key":"ref23","year":"2012","journal-title":"Understanding the Potential of Smart Grid Data Analytics (White Paper)"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2011.2173219"},{"key":"ref25","article-title":"Slicing and dicing smart grid data","author":"polyzois","year":"2014","journal-title":"Smart grid news letter"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1049\/ip-gtd:20045006"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2008.926431"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2014.2300753"},{"key":"ref94","first-page":"1","article-title":"The cooperative Internet of Things enabled smart grid","author":"karnouskos","year":"0","journal-title":"Proc 14th Int Symp Consum Electron (ISCE)"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/MCSE.2013.39"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/ICPPW.2010.45"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2013.2281939"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-38030-3_7"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2007.10.012"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/EEM.2009.5207172"},{"key":"ref57","article-title":"From smart meter data to pricing intelligence: Real time BI for pricing intelligence","author":"liu","year":"2012"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TDC.2012.6281612"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s12599-011-0201-5"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1049\/iet-gtd:20060183"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/PES.2003.1270442"},{"key":"ref52","author":"farouqui","year":"2010","journal-title":"Ethics of Dynamic Pricing (White Paper)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ISGT-Asia.2013.6698774"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/IFSC.2013.6675586"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2012.2211046"},{"key":"ref12","year":"2014","journal-title":"NIST Framework and Roadmap for Smart Grid Interoperability Standards Release 3 0 (Government Report)"},{"key":"ref13","year":"2012","journal-title":"Smart Grid Reference Architecture (European Commission White Paper)"},{"key":"ref14","author":"gerwen","year":"2006","journal-title":"Smart Metering Leonardo Energy (White Paper)"},{"key":"ref15","first-page":"1","article-title":"An initial assessment of the potential impact of smart metering on a decentralised energy network","author":"mckinstry","year":"0","journal-title":"Proc 45th Int Conf Univ Power Eng Conf (UPEC’10)"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1002\/widm.52"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISGTEurope.2012.6465863"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/DEST.2012.6227925"},{"key":"ref17","year":"2011","journal-title":"Smart Meters and Smart Meter Systems A Metering Industry Perspective (White Paper)"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2198662"},{"key":"ref18","year":"2009","journal-title":"Perspectives for Utilities and Others Implementing Smart Grids (Government Report)"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2011.2158844"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SmartGridComm.2012.6485954"},{"key":"ref80","article-title":"NOBEL: Neighbourhood oriented brokerage electricity monitoring system","year":"2015"},{"key":"ref4","article-title":"Emerging markets to more than double smart meter growth in 2013, $56bn market by 2022","year":"2015"},{"key":"ref89","author":"murrill","year":"2012","journal-title":"Smart Meter Data Privacy and Cybersecurity CRS Report for Congress"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/IWIES.2013.6698559"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2218253"},{"key":"ref5","article-title":"Smart gas meter penetration to reach 11% by 2016","year":"2015"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2011.2174247"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/MPE.2013.2294512"},{"key":"ref49","first-page":"1","article-title":"ARIMA models in loadmodeling with clustering approach","author":"nazarko","year":"0","journal-title":"Proceedings in IEEE Russia Power Tech"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2011.2166794"},{"key":"ref86","year":"2011","journal-title":"Smart Meters Regulatory Review—Capacity Control and Meter Reads Final Decision (Government Report)"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1145\/1658550.1658565"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2012.2198666"},{"key":"ref9","first-page":"57","article-title":"Smart meters in smart grid: An overview","author":"zhang","year":"0","journal-title":"Proc IEEE Green Technol Conf"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2011.2167524"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2003.811010"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2005.852123"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TPAS.1983.317953"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.egypro.2011.05.072"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.12720\/sgce.1.1.15-21"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/BlackSeaCom.2013.6623412"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/IDAACS.2013.6662630"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/7398213\/07063262.pdf?arnumber=7063262","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,21]],"date-time":"2025-05-21T02:51:39Z","timestamp":1747795899000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7063262\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,2]]},"references-count":95,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tii.2015.2414355","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,2]]}}}