{"id":"https://openalex.org/W2138808686","doi":"https://doi.org/10.1109/cit.2008.4594665","title":"Application of calendar-based temporal classification to forecast customer load patterns from load demand data","display_name":"Application of calendar-based temporal classification to forecast customer load patterns from load demand data","publication_year":2008,"publication_date":"2008-07-01","ids":{"openalex":"https://openalex.org/W2138808686","doi":"https://doi.org/10.1109/cit.2008.4594665","mag":"2138808686"},"language":"en","primary_location":{"id":"doi:10.1109/cit.2008.4594665","doi":"https://doi.org/10.1109/cit.2008.4594665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cit.2008.4594665","pdf_url":null,"source":{"id":"https://openalex.org/S7407085889","display_name":"IEEE International Conference on Computer and Information Technology (CIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 8th IEEE International Conference on Computer and Information Technology","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5109897893","display_name":"Heon Gyu Lee","orcid":"https://orcid.org/0000-0003-1139-0641","observed_orcids":["https://orcid.org/0000-0003-1139-0641"]},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Heon Gyu Lee","raw_affiliation_strings":["Database Bioinformatics Laboratory, Chungbuk National University, South Korea","Database/Bioinf. Lab., Chungbuk Nat. Univ., Cheongju"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Database Bioinformatics Laboratory, Chungbuk National University, South Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"Database/Bioinf. Lab., Chungbuk Nat. Univ., Cheongju","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076324160","display_name":"Bum Ju Lee","orcid":"https://orcid.org/0000-0003-2682-5716","observed_orcids":["https://orcid.org/0000-0003-2682-5716"]},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Bum Ju Lee","raw_affiliation_strings":["Database Bioinformatics Laboratory, Chungbuk National University, South Korea","Database/Bioinf. Lab., Chungbuk Nat. Univ., Cheongju"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Database Bioinformatics Laboratory, Chungbuk National University, South Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"Database/Bioinf. Lab., Chungbuk Nat. Univ., Cheongju","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107445287","display_name":"Jin\u2010Ho Shin","orcid":"https://orcid.org/0000-0003-2500-3251","observed_orcids":["https://orcid.org/0000-0003-2500-3251"]},"institutions":[{"id":"https://openalex.org/I4405258162","display_name":"Korea Electric Power Research Institute","ror":"https://ror.org/007gmjd97","country_code":"KR","type":"facility","lineage":["https://openalex.org/I198972184","https://openalex.org/I4405258162"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jin-ho Shin","raw_affiliation_strings":["Power Information Technology Group, Korea and Electric Power Research Institute, South Korea","Power Information Technology Group, Korea Electric Power Research Institute, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Power Information Technology Group, Korea and Electric Power Research Institute, South Korea","institution_ids":["https://openalex.org/I4405258162"]},{"raw_affiliation_string":"Power Information Technology Group, Korea Electric Power Research Institute, Korea","institution_ids":["https://openalex.org/I4405258162"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113658608","display_name":"Long Jin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Long Jin","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, South Korea","Electronics & Telecommunications Research Institute, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, South Korea","institution_ids":["https://openalex.org/I142401562"]},{"raw_affiliation_string":"Electronics & Telecommunications Research Institute, Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111946098","display_name":"Cheng Hao Jin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Cheng Hao Jin","raw_affiliation_strings":["Database Bioinformatics Laboratory, Chungbuk National University, South Korea","Database/BioInformatics Laboratory, Chungbuk National University, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Database Bioinformatics Laboratory, Chungbuk National University, South Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"Database/BioInformatics Laboratory, Chungbuk National University, Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043932631","display_name":"Keun Ho Ryu","orcid":"https://orcid.org/0000-0003-0394-9054","observed_orcids":["https://orcid.org/0000-0003-0394-9054"]},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keun Ho Ryu","raw_affiliation_strings":["Database Bioinformatics Laboratory, Chungbuk National University, South Korea","Database/BioInformatics Laboratory, Chungbuk National University, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Database Bioinformatics Laboratory, Chungbuk National University, South Korea","institution_ids":["https://openalex.org/I163753206"]},{"raw_affiliation_string":"Database/BioInformatics Laboratory, Chungbuk National University, Korea","institution_ids":["https://openalex.org/I163753206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.23985928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"23","issue":null,"first_page":"149","last_page":"154"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9580000042915344,"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":0.9580000042915344,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.02319999970495701,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.010300000198185444,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/temporal-classification","display_name":"temporal classification","score":0.8090000152587891},{"id":"https://openalex.org/keywords/load-forecasting","display_name":"load forecasting","score":0.7820000052452087},{"id":"https://openalex.org/keywords/load-profiles","display_name":"electricity profile","score":0.7279999852180481},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.8640000224113464},{"id":"https://openalex.org/keywords/temporal-granularity","display_name":"temporal granularity","score":0.6669999957084656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.732063353061676},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6067917943000793},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49231112003326416},{"id":"https://openalex.org/C2777908891","wikidata":"https://www.wikidata.org/wiki/Q1806775","display_name":"Load profile","level":3,"score":0.4844122529029846},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.48292872309684753},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.46102815866470337},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4576202630996704},{"id":"https://openalex.org/C77277458","wikidata":"https://www.wikidata.org/wiki/Q1969246","display_name":"Temporal database","level":2,"score":0.4112267792224884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35619252920150757},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32151615619659424},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1410188376903534},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07488641142845154},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cit.2008.4594665","doi":"https://doi.org/10.1109/cit.2008.4594665","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cit.2008.4594665","pdf_url":null,"source":{"id":"https://openalex.org/S7407085889","display_name":"IEEE International Conference on Computer and Information Technology (CIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 8th IEEE International Conference on Computer and Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.428600013256073,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1820835404","https://openalex.org/W1902482361","https://openalex.org/W2069726853","https://openalex.org/W2110366306","https://openalex.org/W2117825288","https://openalex.org/W2127732301","https://openalex.org/W2133720763","https://openalex.org/W2144267426","https://openalex.org/W2154642793","https://openalex.org/W2160863575","https://openalex.org/W2162419714","https://openalex.org/W2167681385","https://openalex.org/W4229740899"],"related_works":["https://openalex.org/W1820835404","https://openalex.org/W1637034119","https://openalex.org/W1959944227","https://openalex.org/W2810026373","https://openalex.org/W2207858463","https://openalex.org/W2036877005","https://openalex.org/W2007749588","https://openalex.org/W1812009084","https://openalex.org/W2138403282","https://openalex.org/W2131768555"],"abstract_inverted_index":{"We":[0],"present":[1],"temporal":[2,59,75,124,150],"classification":[3,60,76,97,119,151],"technique":[4],"in":[5,130,143],"this":[6],"paper":[7],"how":[8],"to":[9,31,44,82,103,108,113,126,145],"predict":[10],"power":[11,20,168],"load":[12,15,21,66,84,90,101,111,128],"patterns":[13,22,29,112,129],"from":[14],"demand":[16],"data.":[17],"Since":[18],"the":[19,32,45,88,96,114,122,147,153,166,171],"have":[23],"time-varying":[24],"characteristic":[25],"and":[26,36,38,74,87,138,170],"very":[27],"different":[28,110],"according":[30],"hour,":[33],"time,":[34],"day":[35],"week":[37],"so":[39],"on,":[40],"it":[41],"gives":[42],"rise":[43],"uninformative":[46],"results":[47,172],"if":[48],"only":[49],"traditional":[50],"data":[51],"mining":[52],"is":[53,80,156],"used.":[54],"Therefore,":[55],"we":[56],"propose":[57],"a":[58,105,159],"method":[61,98,120],"for":[62,92],"forecasting":[63],"electrical":[64],"customer":[65],"patterns.":[67],"The":[68,117],"main":[69],"tasks":[70],"include":[71],"cluster":[72],"analysis":[73,79],"technique.":[77],"Cluster":[78],"used":[81],"create":[83],"pattern":[85],"classes":[86],"representative":[89,100],"profiles":[91,102],"each":[93],"class.":[94],"Next,":[95],"uses":[99,121],"build":[104],"classifier":[106],"able":[107],"assign":[109],"existing":[115],"classes.":[116],"proposed":[118,154],"calendar-based":[123],"expression":[125],"discover":[127],"multiple":[131],"time":[132,140],"granularities":[133],"such":[134],"as":[135],"short-,":[136],"mid-,":[137],"long-term":[139],"interval.":[141],"Lastly,":[142],"order":[144],"show":[146],"feasibility":[148],"of":[149,161,165,173],"technique,":[152],"methodology":[155],"applied":[157],"on":[158],"set":[160],"high":[162],"voltage":[163],"customers":[164],"Korea":[167],"system,":[169],"our":[174],"experiments":[175],"are":[176],"presented.":[177]},"counts_by_year":[{"year":2013,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2016-06-24T00:00:00"}
