{"id":"https://openalex.org/W2554713981","doi":"https://doi.org/10.3390/a9040080","title":"Short-Term Load Forecasting Based on the Analysis of User Electricity Behavior","display_name":"Short-Term Load Forecasting Based on the Analysis of User Electricity Behavior","publication_year":2016,"publication_date":"2016-11-23","ids":{"openalex":"https://openalex.org/W2554713981","doi":"https://doi.org/10.3390/a9040080","mag":"2554713981"},"language":"en","primary_location":{"id":"doi:10.3390/a9040080","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a9040080","pdf_url":"https://www.mdpi.com/1999-4893/9/4/80/pdf?version=1479871400","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/9/4/80/pdf?version=1479871400","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026431753","display_name":"Yuancheng Li","orcid":"https://orcid.org/0000-0001-8074-7259"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuancheng Li","raw_affiliation_strings":["School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China"],"affiliations":[{"raw_affiliation_string":"School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083030133","display_name":"Panpan Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Panpan Guo","raw_affiliation_strings":["School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China"],"affiliations":[{"raw_affiliation_string":"School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100331046","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-3030-537X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiang Li","raw_affiliation_strings":["School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China"],"affiliations":[{"raw_affiliation_string":"School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100331046"],"corresponding_institution_ids":["https://openalex.org/I153473198"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":5.7769,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.96302317,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"9","issue":"4","first_page":"80","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9995999932289124,"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":0.9983000159263611,"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/electricity","display_name":"Electricity","score":0.7544112205505371},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.753645658493042},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7410385608673096},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7078123092651367},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6815490126609802},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5398015975952148},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.46941882371902466},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4510011076927185},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4452913701534271},{"id":"https://openalex.org/keywords/metre","display_name":"Metre","score":0.43868914246559143},{"id":"https://openalex.org/keywords/electricity-meter","display_name":"Electricity meter","score":0.4346565008163452},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.41852399706840515},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.37520265579223633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30355942249298096},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2513633370399475},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17557591199874878},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08055254817008972}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.7544112205505371},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.753645658493042},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7410385608673096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7078123092651367},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6815490126609802},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5398015975952148},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.46941882371902466},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4510011076927185},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4452913701534271},{"id":"https://openalex.org/C151011524","wikidata":"https://www.wikidata.org/wiki/Q11573","display_name":"Metre","level":2,"score":0.43868914246559143},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.4346565008163452},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.41852399706840515},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.37520265579223633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30355942249298096},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2513633370399475},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17557591199874878},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08055254817008972},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a9040080","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a9040080","pdf_url":"https://www.mdpi.com/1999-4893/9/4/80/pdf?version=1479871400","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:38659eeb430f4dc193f9f1ce1b1521e5","is_oa":true,"landing_page_url":"https://doaj.org/article/38659eeb430f4dc193f9f1ce1b1521e5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 9, Iss 4, p 80 (2016)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/9/4/80/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a9040080","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 9; Issue 4; Pages: 80","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a9040080","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a9040080","pdf_url":"https://www.mdpi.com/1999-4893/9/4/80/pdf?version=1479871400","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2554713981.pdf","grobid_xml":"https://content.openalex.org/works/W2554713981.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1527757003","https://openalex.org/W1555381561","https://openalex.org/W1557374755","https://openalex.org/W1609282525","https://openalex.org/W1664361434","https://openalex.org/W1679732397","https://openalex.org/W1983650644","https://openalex.org/W2019949418","https://openalex.org/W2032161710","https://openalex.org/W2036251450","https://openalex.org/W2063555913","https://openalex.org/W2084295264","https://openalex.org/W2092141900","https://openalex.org/W2094053746","https://openalex.org/W2101279940","https://openalex.org/W2134458473","https://openalex.org/W2141695047","https://openalex.org/W2168618665","https://openalex.org/W2269227734","https://openalex.org/W2325474020","https://openalex.org/W2331989907","https://openalex.org/W2343259376","https://openalex.org/W2358024734","https://openalex.org/W2361354359","https://openalex.org/W2367992717","https://openalex.org/W2384375846","https://openalex.org/W2520504876","https://openalex.org/W2521715143","https://openalex.org/W2524966923","https://openalex.org/W2525360037","https://openalex.org/W2538246313","https://openalex.org/W2546852120","https://openalex.org/W7005774307","https://openalex.org/W7058044955"],"related_works":["https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2246071452","https://openalex.org/W2775355700","https://openalex.org/W2165970106","https://openalex.org/W1985785385","https://openalex.org/W1124398682","https://openalex.org/W4316660856","https://openalex.org/W2369722944","https://openalex.org/W2387071565"],"abstract_inverted_index":{"The":[0,149],"smart":[1,9,19,29,140],"meter":[2,20,30,141],"is":[3,67,101,114,157],"an":[4],"important":[5],"part":[6],"of":[7,18,28,36,44,127,169,176],"the":[8,25,34,40,61,70,78,84,88,94,111,118,125,128,136,144,154,161,167,173,180],"grid,":[10],"and":[11,69,110,178,185],"in":[12],"order":[13,122],"to":[14,32,50,76,103,106,116,123,159],"take":[15],"full":[16],"advantage":[17],"data,":[21],"this":[22],"paper":[23],"mines":[24],"electricity":[26,65,72,163],"behaviors":[27,66,82,164],"users":[31,45,79],"improve":[33,166],"accuracy":[35,168,184],"load":[37,89,108,112,170],"forecasting.":[38],"First,":[39],"typical":[41],"day":[42,56],"loads":[43,73],"are":[46,74],"calculated":[47],"separately":[48],"according":[49],"different":[51,104],"date":[52],"types":[53],"(ordinary":[54],"workdays,":[55],"before":[57],"holidays,":[58],"holidays).":[59],"Second,":[60],"similarity":[62],"between":[63,182],"user":[64,71,162],"mined":[68],"clustered":[75],"classify":[77],"with":[80],"similar":[81],"into":[83],"same":[85],"cluster.":[86],"Finally,":[87],"forecasting":[90,109,171,183],"model":[91],"based":[92],"on":[93,135],"Online":[95],"Sequential":[96],"Extreme":[97],"Learning":[98],"Machine":[99],"(OS-ELM)":[100],"applied":[102],"clusters":[105],"conduct":[107],"forecast":[113],"summed":[115],"obtain":[117],"system":[119],"load.":[120],"In":[121],"prove":[124],"validity":[126],"proposed":[129,155],"method,":[130],"we":[131],"performed":[132],"simulation":[133],"experiments":[134],"MATLAB":[137],"platform":[138],"using":[139],"data":[142],"from":[143],"Ireland":[145],"electric":[146],"power":[147],"cooperation.":[148],"experimental":[150],"results":[151],"show":[152],"that":[153],"method":[156],"able":[158],"mine":[160],"deeply,":[165],"by":[172],"reasonable":[174],"clustering":[175],"users,":[177],"reveal":[179],"relationship":[181],"cluster":[186],"numbers.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
