{"id":"https://openalex.org/W2013790918","doi":"https://doi.org/10.1109/iecon.2013.6699997","title":"Optimal number of DFIG wind turbines in farm using Pareto genetic algorithm to minimize cost and turbines fault effect","display_name":"Optimal number of DFIG wind turbines in farm using Pareto genetic algorithm to minimize cost and turbines fault effect","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2013790918","doi":"https://doi.org/10.1109/iecon.2013.6699997","mag":"2013790918"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2013.6699997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2013.6699997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-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/A5090335057","display_name":"A. Khattara","orcid":"https://orcid.org/0000-0002-4370-6754"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"A. Khattara","raw_affiliation_strings":["Laboratory of Energy Systems Modeling, UMKB University Biskra, Algeria","Lab. of Energy Syst. Modeling, UMKB Univ., Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Energy Systems Modeling, UMKB University Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Lab. of Energy Syst. Modeling, UMKB Univ., Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078874097","display_name":"Mohamed Becherif","orcid":"https://orcid.org/0000-0001-5113-1279"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I37553959","display_name":"Universit\u00e9 de technologie de belfort-montb\u00e9liard","ror":"https://ror.org/05bn3m307","country_code":"FR","type":"education","lineage":["https://openalex.org/I37553959"]},{"id":"https://openalex.org/I4210104533","display_name":"F\u00e9d\u00e9ration de Recherche FCLAB","ror":"https://ror.org/01kvxx237","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I37553959","https://openalex.org/I4210095849","https://openalex.org/I4210104533","https://openalex.org/I4210154111","https://openalex.org/I4405256580","https://openalex.org/I53262699"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Becherif","raw_affiliation_strings":["FCLAB FR CNRS 3539, University of Technology of Belfort-Montb\u00e9liard, France","FCLAB FR, Univ. of Technol. of Belfort-Montbeliard, Belfort, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FCLAB FR CNRS 3539, University of Technology of Belfort-Montb\u00e9liard, France","institution_ids":["https://openalex.org/I4210104533","https://openalex.org/I1294671590","https://openalex.org/I37553959"]},{"raw_affiliation_string":"FCLAB FR, Univ. of Technol. of Belfort-Montbeliard, Belfort, France","institution_ids":["https://openalex.org/I4210104533","https://openalex.org/I37553959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112274422","display_name":"M. Y. Ayad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Y. Ayad","raw_affiliation_strings":["Industrial Hybrid Vehicle Applications, France","Ind. Hybrid Vehicle Applic., France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Hybrid Vehicle Applications, France","institution_ids":[]},{"raw_affiliation_string":"Ind. Hybrid Vehicle Applic., France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113062533","display_name":"M. Bahri","orcid":"https://orcid.org/0009-0005-2346-7601"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"M. Bahri","raw_affiliation_strings":["Laboratory of Energy Systems Modeling, UMKB University Biskra, Algeria","Lab. of Energy Syst. Modeling, UMKB Univ., Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Energy Systems Modeling, UMKB University Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Lab. of Energy Syst. Modeling, UMKB Univ., Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079236622","display_name":"A. Aboubou","orcid":"https://orcid.org/0000-0002-4774-2488"},"institutions":[{"id":"https://openalex.org/I206961696","display_name":"University of Biskra","ror":"https://ror.org/05fr5y859","country_code":"DZ","type":"education","lineage":["https://openalex.org/I206961696"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"A. Aboubou","raw_affiliation_strings":["Laboratory of Energy Systems Modeling, UMKB University Biskra, Algeria","Lab. of Energy Syst. Modeling, UMKB Univ., Biskra, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Energy Systems Modeling, UMKB University Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]},{"raw_affiliation_string":"Lab. of Energy Syst. Modeling, UMKB Univ., Biskra, Algeria","institution_ids":["https://openalex.org/I206961696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.08319893,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"5300","last_page":"5305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","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"}},"topics":[{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","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/T10680","display_name":"Wind Energy Research and Development","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.9969000220298767,"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/wind-power","display_name":"Wind power","score":0.8086575269699097},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6528937816619873},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6311243772506714},{"id":"https://openalex.org/keywords/induction-generator","display_name":"Induction generator","score":0.5888642072677612},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.559676468372345},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5205641388893127},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.4936843812465668},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4395119249820709},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42984139919281006},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4164881408214569},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.39879533648490906},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.38248175382614136},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3285088539123535},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2707042098045349},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14561259746551514},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13098642230033875}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.8086575269699097},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6528937816619873},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6311243772506714},{"id":"https://openalex.org/C98716924","wikidata":"https://www.wikidata.org/wiki/Q752750","display_name":"Induction generator","level":3,"score":0.5888642072677612},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.559676468372345},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5205641388893127},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.4936843812465668},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4395119249820709},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42984139919281006},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4164881408214569},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39879533648490906},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.38248175382614136},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3285088539123535},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2707042098045349},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14561259746551514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13098642230033875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon.2013.6699997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2013.6699997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W417516028","https://openalex.org/W1532399581","https://openalex.org/W1639032689","https://openalex.org/W1659842140","https://openalex.org/W1969268322","https://openalex.org/W1977366523","https://openalex.org/W1981079004","https://openalex.org/W1981859247","https://openalex.org/W2018133298","https://openalex.org/W2022946011","https://openalex.org/W2023557587","https://openalex.org/W2047094503","https://openalex.org/W2086376301","https://openalex.org/W2109100253","https://openalex.org/W2130822407","https://openalex.org/W2132921257","https://openalex.org/W2137696777","https://openalex.org/W2161663617","https://openalex.org/W2162123992","https://openalex.org/W2315047081","https://openalex.org/W3023540311","https://openalex.org/W6631616558","https://openalex.org/W6636850861","https://openalex.org/W6683661424","https://openalex.org/W6792877602"],"related_works":["https://openalex.org/W2557657611","https://openalex.org/W2477876258","https://openalex.org/W2012897489","https://openalex.org/W4211120176","https://openalex.org/W4386688818","https://openalex.org/W1973675256","https://openalex.org/W2108466866","https://openalex.org/W1581409590","https://openalex.org/W2169216233","https://openalex.org/W2067585267"],"abstract_inverted_index":{"With":[0],"the":[1,6,51,54,60,79,90,105,117,121,132,136,144,148,152],"development":[2],"of":[3,53,85,93,108,143],"power":[4,8,94],"system,":[5],"wind":[7,31,38,55,87,110],"is":[9,129],"considered":[10,122],"as":[11,50],"a":[12,67,71,86],"promising":[13],"solution":[14],"due":[15],"to":[16,77,134,146],"its":[17],"properties":[18],"(clean":[19],"and":[20,40,43,62,70,82,97,151],"free":[21],"source":[22],"energy,":[23],"high":[24],"efficiency).":[25],"Doubly":[26],"fed":[27],"induction":[28],"generator":[29],"(DFIG)":[30],"turbines":[32,111],"are":[33],"widely":[34],"used":[35],"today":[36],"in":[37,116],"farms":[39],"their":[41],"installation":[42,81],"maintenance":[44,83],"raise":[45],"many":[46],"technical":[47],"problems":[48],"such":[49],"minimization":[52],"turbine":[56],"fault":[57,138,153],"effect":[58],"on":[59],"grid":[61],"cost":[63,84,149],"minimization.In":[64],"this":[65],"paper,":[66],"mathematical":[68],"approximation":[69],"Pareto":[72],"genetic":[73],"algorithm":[74],"program":[75],"aredeveloped":[76],"calculate":[78],"minimum":[80,91],"farm":[88,145],"with":[89],"lost":[92],"during":[95],"permanent":[96],"transient":[98],"line":[99,137],"fault.":[100],"This":[101],"approach":[102],"allows":[103],"obtaining":[104],"optimal":[106],"number":[107],"DFIG":[109],"that":[112],"should":[113],"be":[114],"connected":[115],"same":[118],"bus":[119],"regarding":[120],"criteria.":[123],"A":[124],"typical":[125],"IEEE":[126],"14-bus":[127],"network":[128],"modeled":[130],"using":[131],"PSAT":[133],"verify":[135],"ride":[139],"through":[140],"(LFRT)":[141],"capability":[142],"evaluate":[147],"effectiveness":[150],"effect.":[154]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
