{"id":"https://openalex.org/W4400770956","doi":"https://doi.org/10.1109/access.2024.3430862","title":"Comparative Analysis of Metaheuristics for Solving the Optimal Power Flow With Renewable Sources and Valve-Point Constraints","display_name":"Comparative Analysis of Metaheuristics for Solving the Optimal Power Flow With Renewable Sources and Valve-Point Constraints","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400770956","doi":"https://doi.org/10.1109/access.2024.3430862"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3430862","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3430862","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3430862","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060380463","display_name":"Gerardo Casta\u00f1\u00f3n","orcid":"https://orcid.org/0000-0001-5208-5745"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gerardo Casta\u00f1\u00f3n","raw_affiliation_strings":["School of Engineering and Sciences, Tecnol&#x00F3;gico de Monterrey, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-5208-5745","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnol&#x00F3;gico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102753613","display_name":"Ana Mar\u00eda Sarmiento","orcid":"https://orcid.org/0000-0002-9331-5954"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ana Maria Sarmiento","raw_affiliation_strings":["School of Engineering and Sciences, Tecnol&#x00F3;gico de Monterrey, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9331-5954","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnol&#x00F3;gico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072504142","display_name":"Alberto F. Mart\u00ednez-Herrera","orcid":"https://orcid.org/0000-0002-7982-2255"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Alberto F. Mart\u00ednez-Herrera","raw_affiliation_strings":["School of Engineering and Sciences, Tecnol&#x00F3;gico de Monterrey, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-7982-2255","affiliations":[{"raw_affiliation_string":"School of Engineering and Sciences, Tecnol&#x00F3;gico de Monterrey, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035761320","display_name":"Alejandro Arag\u00f3n\u2010Zavala","orcid":"https://orcid.org/0000-0003-3098-7275"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alejandro Arag\u00f3n-Zavala","raw_affiliation_strings":["Department of Electronics and Mechatronics, Tecnol&#x00F3;gico de Monterrey, Queretaro Campus, Santiago de Quer&#x00E9;taro, Queretaro, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-3098-7275","affiliations":[{"raw_affiliation_string":"Department of Electronics and Mechatronics, Tecnol&#x00F3;gico de Monterrey, Queretaro Campus, Santiago de Quer&#x00E9;taro, Queretaro, Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011900789","display_name":"Fernando Lezama","orcid":"https://orcid.org/0000-0001-8638-8373"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fernando Lezama","raw_affiliation_strings":["GECAD&#x2014;Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, LASI&#x2014;Intelligent Systems Associate Laboratory, Polytechnic of Porto, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-8638-8373","affiliations":[{"raw_affiliation_string":"GECAD&#x2014;Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, LASI&#x2014;Intelligent Systems Associate Laboratory, Polytechnic of Porto, Porto, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089283900","display_name":"Zita Vale","orcid":"https://orcid.org/0000-0002-4560-9544"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zita Vale","raw_affiliation_strings":["GECAD&#x2014;Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, LASI&#x2014;Intelligent Systems Associate Laboratory, Polytechnic of Porto, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4560-9544","affiliations":[{"raw_affiliation_string":"GECAD&#x2014;Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, LASI&#x2014;Intelligent Systems Associate Laboratory, Polytechnic of Porto, Porto, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1856,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48121917,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":null,"first_page":"99422","last_page":"99438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","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/T10424","display_name":"Electric Power System Optimization","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/T10454","display_name":"Optimal Power Flow Distribution","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/T11941","display_name":"Power System Reliability and Maintenance","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/mathematical-optimization","display_name":"Mathematical optimization","score":0.7625457048416138},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7303978204727173},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.693234920501709},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.6852285265922546},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5564172267913818},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5542447566986084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2778785228729248},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.25788551568984985}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7625457048416138},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7303978204727173},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.693234920501709},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.6852285265922546},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5564172267913818},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5542447566986084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2778785228729248},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25788551568984985}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3430862","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3430862","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ebd0f6d1b4ba46158c923bb34c1cb1e2","is_oa":true,"landing_page_url":"https://doaj.org/article/ebd0f6d1b4ba46158c923bb34c1cb1e2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 99422-99438 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3430862","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3430862","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1978473960","https://openalex.org/W1989532482","https://openalex.org/W1994105715","https://openalex.org/W2008783942","https://openalex.org/W2018299061","https://openalex.org/W2067291211","https://openalex.org/W2072307861","https://openalex.org/W2087610654","https://openalex.org/W2092641469","https://openalex.org/W2106424475","https://openalex.org/W2126105956","https://openalex.org/W2143560894","https://openalex.org/W2145113795","https://openalex.org/W2151480205","https://openalex.org/W2168081761","https://openalex.org/W2217836241","https://openalex.org/W2227712484","https://openalex.org/W2331927496","https://openalex.org/W2342670544","https://openalex.org/W2500959526","https://openalex.org/W2548001760","https://openalex.org/W2736676561","https://openalex.org/W2745449279","https://openalex.org/W2766136214","https://openalex.org/W2891638324","https://openalex.org/W2904025191","https://openalex.org/W2907001356","https://openalex.org/W2907789718","https://openalex.org/W2943589076","https://openalex.org/W2953492359","https://openalex.org/W3003558046","https://openalex.org/W3009780798","https://openalex.org/W3034137764","https://openalex.org/W3086709907","https://openalex.org/W3130367980","https://openalex.org/W3185008784","https://openalex.org/W3207682280","https://openalex.org/W3212275275","https://openalex.org/W4200369886","https://openalex.org/W4210652991","https://openalex.org/W4221043448","https://openalex.org/W4324056615","https://openalex.org/W4360930926","https://openalex.org/W4379185449","https://openalex.org/W4381848380","https://openalex.org/W4391953462","https://openalex.org/W4400387806"],"related_works":["https://openalex.org/W2079579310","https://openalex.org/W2064731037","https://openalex.org/W1972566927","https://openalex.org/W2003904901","https://openalex.org/W2076297169","https://openalex.org/W2767141225","https://openalex.org/W3110639284","https://openalex.org/W2366525864","https://openalex.org/W2087839663","https://openalex.org/W2035908454"],"abstract_inverted_index":{"The":[0,111],"Optimal":[1],"Power":[2],"Flow":[3],"(OPF)":[4],"problem,":[5],"used":[6],"to":[7,33,116,127,131,144],"obtain":[8],"efficient":[9],"operation":[10],"conditions":[11],"with":[12,41,63,120,195],"the":[13,17,53,67,87,92,97,104,118,121,135,146,152,156,168,173,180,183,188,192,202,209,218],"lowest":[14],"cost":[15],"or":[16],"minimum":[18],"power":[19,23],"loss":[20],"in":[21,52],"electrical":[22],"systems,":[24],"is":[25,55,198],"a":[26,46],"non-polynomial":[27],"problem":[28],"that":[29,162],"becomes":[30],"even":[31],"harder":[32],"analyze":[34],"when":[35,191],"considering":[36,124],"renewable":[37],"energy":[38],"sources":[39],"(RES)":[40],"uncertain":[42],"behavior.":[43],"Therefore,":[44],"establishing":[45],"manageable":[47],"number":[48],"of":[49,138,149,151,177],"RES":[50],"scenarios":[51,139],"modeling":[54],"essential":[56],"for":[57,171,216],"optimizing":[58],"cost-effective":[59],"solutions,":[60],"including":[61],"those":[62],"constraints":[64],"such":[65],"as":[66],"valve-point":[68,193],"effect":[69,194],"and":[70,83,103,133,164,208],"prohibited":[71,196],"operational":[72],"zones.":[73],"This":[74],"work":[75],"compares":[76],"three":[77],"differential":[78],"evolution":[79],"algorithm":[80,186],"(DEA)":[81],"variants":[82],"four":[84],"well-known":[85],"metaheuristics:":[86],"Particle":[88],"Swarm":[89],"Optimization":[90,95,101],"(PSO),":[91],"Bio-geographical":[93],"Based":[94],"(BBO),":[96],"Artificial":[98],"Bee":[99],"Colony":[100],"(ABC),":[102],"Non-dominated":[105],"Sorting":[106],"Genetic":[107],"Algorithm":[108],"II":[109],"(NSGA-II).":[110],"metaheuristics":[112],"are":[113,167],"compared:":[114],"1)":[115],"determine":[117],"one":[119],"best":[122,136,169,189],"performance":[123,190],"RES;":[125,142],"2)":[126],"establish":[128],"an":[129],"approach":[130],"minimize":[132],"find":[134],"set":[137],"representing":[140],"variable":[141],"3)":[143],"compare":[145],"success":[147],"rate":[148,214],"convergence":[150],"penalized":[153],"function":[154,176],"against":[155],"real":[157],"objective":[158,175],"function.":[159],"Results":[160],"show":[161],"BBO":[163],"PSO":[165],"optimization":[166],"choices":[170],"solving":[172],"classic":[174],"OPF.":[178],"On":[179],"other":[181],"hand,":[182],"DE/best/1":[184],"(DEAB)":[185],"demonstrates":[187],"zones":[197],"considered.":[199],"DEAB":[200],"presents":[201],"largest":[203],"weighted":[204,211],"cumulative":[205,212],"rating":[206],"(WCR)":[207],"second-best":[210],"successful":[213],"(WCSR)":[215],"all":[217],"evaluated":[219],"criteria.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
