{"id":"https://openalex.org/W2012887004","doi":"https://doi.org/10.1109/smartgridcomm.2011.6102356","title":"Forecasting the usage of household appliances through power meter sensors for demand management in the smart grid","display_name":"Forecasting the usage of household appliances through power meter sensors for demand management in the smart grid","publication_year":2011,"publication_date":"2011-10-01","ids":{"openalex":"https://openalex.org/W2012887004","doi":"https://doi.org/10.1109/smartgridcomm.2011.6102356","mag":"2012887004"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm.2011.6102356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2011.6102356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Smart Grid Communications (SmartGridComm)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021074413","display_name":"Antimo Barbato","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"A. Barbato","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055843108","display_name":"Antonio Capone","orcid":"https://orcid.org/0000-0003-0633-6341"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"A. Capone","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060549432","display_name":"Marta Rodolfi","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"M. Rodolfi","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039693316","display_name":"Dario Tagliaferri","orcid":"https://orcid.org/0000-0002-5718-4571"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"D. Tagliaferri","raw_affiliation_strings":["Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica e Informazione , Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5021074413"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":6.7538,"has_fulltext":false,"cited_by_count":97,"citation_normalized_percentile":{"value":0.97027847,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.8085479140281677},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.7434307336807251},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7287428379058838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6457772254943848},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6161543726921082},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.5475996732711792},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.5407867431640625},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4977426826953888},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.47406214475631714},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4704655110836029},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44549065828323364},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4380106031894684},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.43714362382888794},{"id":"https://openalex.org/keywords/electricity-meter","display_name":"Electricity meter","score":0.42041414976119995},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3022840619087219},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20801597833633423},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1985226273536682},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15933027863502502},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1589447557926178},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15350082516670227},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.11416149139404297}],"concepts":[{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.8085479140281677},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7434307336807251},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7287428379058838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6457772254943848},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6161543726921082},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.5475996732711792},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.5407867431640625},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4977426826953888},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.47406214475631714},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4704655110836029},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44549065828323364},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4380106031894684},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.43714362382888794},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.42041414976119995},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3022840619087219},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20801597833633423},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1985226273536682},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15933027863502502},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1589447557926178},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15350082516670227},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.11416149139404297},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/smartgridcomm.2011.6102356","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2011.6102356","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Smart Grid Communications (SmartGridComm)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.453.4920","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.453.4920","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://beeproject.dei.polimi.it/papers/smartgrid2.pdf","raw_type":"text"},{"id":"pmh:oai:re.public.polimi.it:11311/606283","is_oa":false,"landing_page_url":"http://hdl.handle.net/11311/606283","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W179500209","https://openalex.org/W321990864","https://openalex.org/W1591181070","https://openalex.org/W1627522430","https://openalex.org/W1969705022","https://openalex.org/W1978659553","https://openalex.org/W1992101599","https://openalex.org/W1998416767","https://openalex.org/W2019267535","https://openalex.org/W2047959957","https://openalex.org/W2135967984","https://openalex.org/W2152361837","https://openalex.org/W2156302255","https://openalex.org/W6607264833","https://openalex.org/W6611061326","https://openalex.org/W6680328372"],"related_works":["https://openalex.org/W2522559011","https://openalex.org/W2555175041","https://openalex.org/W2591208647","https://openalex.org/W4239205706","https://openalex.org/W4239297229","https://openalex.org/W2888353983","https://openalex.org/W3209288936","https://openalex.org/W2907087623","https://openalex.org/W2782880286","https://openalex.org/W39487273"],"abstract_inverted_index":{"Electricity":[0],"demand":[1,19,144],"management":[2,79,145],"mechanisms":[3,33],"are":[4,110],"expected":[5],"to":[6,15,37,73,77,101,116],"play":[7],"a":[8,40,57,86,95],"key":[9],"role":[10],"in":[11,71,82],"smart":[12],"grid":[13],"infrastructures":[14],"reduce":[16],"buildings":[17],"power":[18,97],"at":[20,127],"peak":[21],"hours,":[22],"by":[23,108,142,152],"means":[24],"of":[25,32,42,49,68],"dynamic":[26],"pricing":[27],"strategies.":[28],"Unfortunately":[29],"these":[30,50],"kinds":[31],"require":[34],"the":[35,47,61,66,83,124,138,153],"users":[36],"manually":[38],"set":[39],"lot":[41],"configuration":[43],"parameters,":[44],"thereby":[45],"reducing":[46],"usability":[48],"solutions.":[51],"In":[52,90],"this":[53],"paper":[54],"we":[55,93],"propose":[56],"system,":[58],"developed":[59],"within":[60],"BEE":[62],"Project,":[63],"for":[64,131],"predicting":[65],"usage":[67],"household":[69],"appliances":[70,104],"order":[72],"automatically":[74],"provide":[75],"inputs":[76],"electricity":[78],"mechanism,":[80],"exactly":[81],"same":[84],"way":[85],"user":[87],"could":[88],"do.":[89],"our":[91],"architecture":[92],"use":[94],"wireless":[96],"meter":[98],"sensor":[99],"network":[100],"monitor":[102],"home":[103],"consumption.":[105],"Data":[106],"provided":[107],"sensors":[109],"then":[111],"processed":[112],"every":[113],"24":[114],"hours":[115],"forecast":[117],"which":[118],"devices":[119],"will":[120],"be":[121],"used":[122],"on":[123],"next":[125],"day,":[126],"what":[128],"time":[129],"and":[130],"how":[132],"long.":[133],"This":[134],"information":[135],"represents":[136],"just":[137],"input":[139],"parameters":[140],"required":[141],"load":[143],"systems,":[146],"hence":[147],"avoiding":[148],"complex":[149],"manual":[150],"settings":[151],"user.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":12},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}