{"id":"https://openalex.org/W1954438002","doi":"https://doi.org/10.3233/ifs-151748","title":"Short term electricity forecasting based on user behavior from individual smart meter data","display_name":"Short term electricity forecasting based on user behavior from individual smart meter data","publication_year":2015,"publication_date":"2015-08-31","ids":{"openalex":"https://openalex.org/W1954438002","doi":"https://doi.org/10.3233/ifs-151748","mag":"1954438002"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-151748","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-151748","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5047203445","display_name":"Krzysztof Gajowniczek","orcid":"https://orcid.org/0000-0001-6953-8907"},"institutions":[{"id":"https://openalex.org/I170230895","display_name":"Warsaw University of Life Sciences","ror":"https://ror.org/05srvzs48","country_code":"PL","type":"education","lineage":["https://openalex.org/I170230895"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Gajowniczek","raw_affiliation_strings":["Department of Informatics, Faculty of Applied Informatics and Mathematics, Warsaw University of Life Sciences, Nowoursynowska, Warsaw, Poland","Institute of Systems Research, Polish Academy of Sciences, Newelska, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Faculty of Applied Informatics and Mathematics, Warsaw University of Life Sciences, Nowoursynowska, Warsaw, Poland","institution_ids":["https://openalex.org/I170230895"]},{"raw_affiliation_string":"Institute of Systems Research, Polish Academy of Sciences, Newelska, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029575854","display_name":"Tomasz Z\u0105bkowski","orcid":"https://orcid.org/0000-0003-1722-1179"},"institutions":[{"id":"https://openalex.org/I170230895","display_name":"Warsaw University of Life Sciences","ror":"https://ror.org/05srvzs48","country_code":"PL","type":"education","lineage":["https://openalex.org/I170230895"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Tomasz Z\u0105bkowski","raw_affiliation_strings":["Department of Informatics, Faculty of Applied Informatics and Mathematics, Warsaw University of Life Sciences, Nowoursynowska, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Faculty of Applied Informatics and Mathematics, Warsaw University of Life Sciences, Nowoursynowska, Warsaw, Poland","institution_ids":["https://openalex.org/I170230895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029575854"],"corresponding_institution_ids":["https://openalex.org/I170230895"],"apc_list":null,"apc_paid":null,"fwci":1.807,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.86492606,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"1","first_page":"223","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9987999796867371,"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":0.9876999855041504,"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":0.8240892887115479},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.8155171871185303},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.6935558319091797},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6044394969940186},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.580754280090332},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5474210977554321},{"id":"https://openalex.org/keywords/mains-electricity","display_name":"Mains electricity","score":0.5174030065536499},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.5142300128936768},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.42373770475387573},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.417763888835907},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41760775446891785},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.35267627239227295},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.28077563643455505},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2192021608352661},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1278059482574463}],"concepts":[{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.8240892887115479},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.8155171871185303},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.6935558319091797},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6044394969940186},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.580754280090332},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5474210977554321},{"id":"https://openalex.org/C184773241","wikidata":"https://www.wikidata.org/wiki/Q387400","display_name":"Mains electricity","level":3,"score":0.5174030065536499},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5142300128936768},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.42373770475387573},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.417763888835907},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41760775446891785},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.35267627239227295},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.28077563643455505},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2192021608352661},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1278059482574463},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-151748","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-151748","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335039","display_name":"Narodowe Centrum Bada\u0144 i Rozwoju","ror":"https://ror.org/05pwfyy15"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W168985834","https://openalex.org/W185455334","https://openalex.org/W975630227","https://openalex.org/W993795484","https://openalex.org/W1563088657","https://openalex.org/W1588579240","https://openalex.org/W1608666167","https://openalex.org/W1658820945","https://openalex.org/W1967909866","https://openalex.org/W1968806673","https://openalex.org/W1991784242","https://openalex.org/W2003399840","https://openalex.org/W2005898567","https://openalex.org/W2049751389","https://openalex.org/W2060255269","https://openalex.org/W2092317789","https://openalex.org/W2097781780","https://openalex.org/W2120046447","https://openalex.org/W2145732764","https://openalex.org/W2151767444","https://openalex.org/W2185592418","https://openalex.org/W2489822048","https://openalex.org/W2764791077","https://openalex.org/W2798056406","https://openalex.org/W3013517454","https://openalex.org/W3125203819","https://openalex.org/W6690029990"],"related_works":["https://openalex.org/W4312869071","https://openalex.org/W2028978355","https://openalex.org/W25930971","https://openalex.org/W1990698919","https://openalex.org/W2439518333","https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2077996342","https://openalex.org/W2561882072","https://openalex.org/W2246071452"],"abstract_inverted_index":{"Smart":[0],"metering":[1,71],"is":[2,31,101],"a":[3,21,46,141],"quite":[4],"new":[5],"topic":[6],"that":[7],"has":[8],"grown":[9],"in":[10],"importance":[11],"all":[12],"over":[13],"the":[14,39,51,61,118,122,129,150],"world":[15],"and":[16,53,64,81],"it":[17],"appears":[18],"to":[19,35,38,49,55,59,86],"be":[20],"remedy":[22],"for":[23,112],"rising":[24],"prices":[25],"of":[26,76,90,96,131,143],"electricity.":[27],"Forecasting":[28,135],"electricity":[29,62,109],"usage":[30],"an":[32],"important":[33],"task":[34],"provide":[36],"intelligence":[37],"smart":[40],"gird.":[41],"Accurate":[42],"forecasting":[43,111],"will":[44,68],"enable":[45],"utility":[47],"provider":[48],"plan":[50],"resources":[52],"also":[54],"take":[56],"control":[57],"actions":[58],"balance":[60],"supply":[63],"demand.":[65],"The":[66],"customers":[67],"benefit":[69],"from":[70],"solutions":[72],"through":[73],"greater":[74],"understanding":[75],"their":[77,91],"own":[78],"energy":[79],"consumption":[80],"future":[82],"projections,":[83],"allowing":[84],"them":[85],"better":[87],"manage":[88],"costs":[89],"usage.":[92],"In":[93],"this":[94],"proof":[95],"concept":[97],"paper,":[98],"our":[99],"contribution":[100],"twofold:":[102],"(1)":[103],"we":[104,139],"deal":[105],"with":[106],"short":[107],"term":[108],"load":[110],"24":[113],"hours":[114],"ahead,":[115],"not":[116],"on":[117,121],"aggregate":[119],"but":[120],"individual":[123],"household":[124,144],"level":[125],"what":[126],"fits":[127],"into":[128],"stream":[130],"Residential":[132],"Power":[133],"Load":[134],"(RPLF)":[136],"methods;":[137],"(2)":[138],"utilized":[140],"set":[142],"behavioral":[145],"data":[146],"which":[147],"significantly":[148],"improved":[149],"forecasts":[151],"accuracy.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}