{"id":"https://openalex.org/W3001564125","doi":"https://doi.org/10.3233/jifs-191325","title":"An improved quantum clustering algorithm with weighted distance based on PSO and research on the prediction of electrical power demand","display_name":"An improved quantum clustering algorithm with weighted distance based on PSO and research on the prediction of electrical power demand","publication_year":2020,"publication_date":"2020-01-20","ids":{"openalex":"https://openalex.org/W3001564125","doi":"https://doi.org/10.3233/jifs-191325","mag":"3001564125"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-191325","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-191325","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 &amp; 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/A5101755372","display_name":"Decheng Fan","orcid":"https://orcid.org/0000-0001-7738-3474"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Decheng Fan","raw_affiliation_strings":["School of Economics and Management, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085689796","display_name":"Zhilong Song","orcid":"https://orcid.org/0000-0003-3735-4366"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhilong Song","raw_affiliation_strings":["School of Economics and Management, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044522035","display_name":"Song Jon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Song Jon","raw_affiliation_strings":["Department of Physics, University of Science, Pyongyang, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Science, Pyongyang, Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040971025","display_name":"U JuHyok","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"JuHyok U","raw_affiliation_strings":["Department of Physics, Kim Chaek University of Technology, Pyongyang, Korea","E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, Kim Chaek University of Technology, Pyongyang, Korea","institution_ids":[]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5085689796"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":null,"apc_paid":null,"fwci":0.901,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76544305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"38","issue":"2","first_page":"2359","last_page":"2367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.9750000238418579,"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":0.968999981880188,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7366542816162109},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6889439821243286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6311413049697876},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.49115368723869324},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.465282142162323},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.379610151052475},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.34700554609298706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21745076775550842},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.20259997248649597},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1646975576877594},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11496192216873169}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7366542816162109},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6889439821243286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6311413049697876},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.49115368723869324},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.465282142162323},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.379610151052475},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.34700554609298706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21745076775550842},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.20259997248649597},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1646975576877594},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11496192216873169},{"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/jifs-191325","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-191325","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 &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1964768963","https://openalex.org/W1995221739","https://openalex.org/W2026508613","https://openalex.org/W2038242348","https://openalex.org/W2044506145","https://openalex.org/W2048159757","https://openalex.org/W2068206361","https://openalex.org/W2073518255","https://openalex.org/W2074080256","https://openalex.org/W2132914434","https://openalex.org/W2508674981","https://openalex.org/W2514702643","https://openalex.org/W2543508620","https://openalex.org/W2547585091","https://openalex.org/W2564937887","https://openalex.org/W2596253393","https://openalex.org/W2605130768","https://openalex.org/W2606205616","https://openalex.org/W2608358791","https://openalex.org/W2754141826","https://openalex.org/W2774324652","https://openalex.org/W2776741657","https://openalex.org/W2778353854","https://openalex.org/W2786840917","https://openalex.org/W2794353218","https://openalex.org/W2804202111","https://openalex.org/W2909570363","https://openalex.org/W2909735240","https://openalex.org/W6725925192"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W2090259340","https://openalex.org/W4310225030","https://openalex.org/W2083665254","https://openalex.org/W2393816671","https://openalex.org/W1534720161","https://openalex.org/W3019402777","https://openalex.org/W4386596916"],"abstract_inverted_index":{"The":[0,138],"ability":[1],"to":[2,21,99,111,126,184],"accurately":[3,81,146,160],"and":[4,20,36],"reliably":[5],"predict":[6,127,147],"annual":[7,33,42,148],"electricity":[8,27,34,43,131],"demand":[9,35,44,66,129,150],"is":[10,121],"essential":[11],"in":[12,109],"modern":[13],"society":[14],"for":[15,130],"effective":[16],"planning,":[17],"economic":[18,37,84,177],"development,":[19,38],"ensure":[22],"the":[23,26,30,75,83,93,96,113,116,119,128,133,143,158,163,176],"sustainability":[24],"of":[25,77,86,115,136,155],"supply.":[28],"Considering":[29],"correlation":[31],"between":[32],"as":[39,41,63,103,105],"well":[40,104],"under":[45,132],"low-carbon-economy":[46,134],"targets,":[47],"this":[48,91],"paper":[49,94],"proposes":[50],"an":[51],"improved":[52],"quantum":[53,60],"clustering":[54],"algorithm":[55],"(particle":[56],"swarm":[57],"optimization\u2013weighted":[58],"distance":[59],"clustering,":[61],"PSO-WDQC)":[62],"a":[64,87,152,168],"power":[65,149],"forecasting":[67],"model.":[68],"This":[69],"method":[70,98,120,144],"can":[71,145],"not":[72],"only":[73],"improve":[74],"accuracy":[76],"predictions":[78],"but":[79],"also":[80],"evaluate":[82],"development":[85],"region.":[88],"To":[89],"demonstrate":[90],"ability,":[92],"applies":[95],"proposed":[97],"low-dimensional":[100],"Iris":[101],"data":[102,108],"high-dimensional":[106],"Wine":[107],"order":[110],"verify":[112],"effectiveness":[114],"method.":[117],"Then,":[118],"combined":[122],"with":[123,151],"ridge":[124],"regression":[125],"target":[135],"China.":[137],"experimental":[139],"results":[140],"show":[141],"that":[142,162,175],"relative":[153],"error":[154],"0.1674%.":[156],"Moreover,":[157],"model":[159],"reflects":[161],"Chinese":[164],"economy":[165],"has":[166,180],"entered":[167],"new":[169],"normal":[170],"state":[171],"since":[172],"2012,":[173],"meaning":[174],"growth":[178],"rate":[179],"changed":[181],"from":[182],"high-speed":[183],"medium-high-speed.":[185]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
