{"id":"https://openalex.org/W2687571974","doi":"https://doi.org/10.1177/0142331217712091","title":"Optimal power tracking of doubly fed induction generator-based wind turbine using swarm moth\u2013flame optimizer","display_name":"Optimal power tracking of doubly fed induction generator-based wind turbine using swarm moth\u2013flame optimizer","publication_year":2017,"publication_date":"2017-06-26","ids":{"openalex":"https://openalex.org/W2687571974","doi":"https://doi.org/10.1177/0142331217712091","mag":"2687571974"},"language":"en","primary_location":{"id":"doi:10.1177/0142331217712091","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331217712091","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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/A5109367560","display_name":"LN Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LN Huang","raw_affiliation_strings":["College of Electric Power, South China University of Technology, 510640 Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electric Power, South China University of Technology, 510640 Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072857436","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0002-5453-0707"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"B Yang","raw_affiliation_strings":["Faculty of Electric Power Engineering, Kunming University of Science and Technology, 650500 Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electric Power Engineering, Kunming University of Science and Technology, 650500 Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002751493","display_name":"Xiaoshun Zhang","orcid":"https://orcid.org/0000-0001-7189-2040"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XS Zhang","raw_affiliation_strings":["College of Electric Power, South China University of Technology, 510640 Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electric Power, South China University of Technology, 510640 Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102268628","display_name":"LF Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"LF Yin","raw_affiliation_strings":["College of Electric Power, South China University of Technology, 510640 Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electric Power, South China University of Technology, 510640 Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057697869","display_name":"Tao Yu","orcid":"https://orcid.org/0000-0002-0143-261X"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"T Yu","raw_affiliation_strings":["College of Electric Power, South China University of Technology, 510640 Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electric Power, South China University of Technology, 510640 Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109367561","display_name":"ZH Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"ZH Fang","raw_affiliation_strings":["Department of Medical Physics and Biomedical Engineering, University College London, London WC1E 6BT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Physics and Biomedical Engineering, University College London, London WC1E 6BT, UK","institution_ids":["https://openalex.org/I45129253"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5057697869"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":null,"apc_paid":null,"fwci":1.408,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.82645728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"41","issue":"6","first_page":"1491","last_page":"1503"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","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/T10740","display_name":"Wind Turbine Control Systems","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/T10223","display_name":"Microgrid Control and Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.9983999729156494,"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/control-theory","display_name":"Control theory (sociology)","score":0.647090494632721},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6384633183479309},{"id":"https://openalex.org/keywords/induction-generator","display_name":"Induction generator","score":0.5470290780067444},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5367366671562195},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5359269976615906},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5143669843673706},{"id":"https://openalex.org/keywords/maximum-power-point-tracking","display_name":"Maximum power point tracking","score":0.5122150778770447},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5053989887237549},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5027899742126465},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4935840368270874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36855971813201904},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3655628561973572},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3427810072898865},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.2580142319202423},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24641379714012146},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1410975456237793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08960148692131042},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08849093317985535},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08045223355293274}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.647090494632721},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6384633183479309},{"id":"https://openalex.org/C98716924","wikidata":"https://www.wikidata.org/wiki/Q752750","display_name":"Induction generator","level":3,"score":0.5470290780067444},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5367366671562195},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5359269976615906},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5143669843673706},{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.5122150778770447},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5053989887237549},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5027899742126465},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4935840368270874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36855971813201904},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3655628561973572},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3427810072898865},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2580142319202423},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24641379714012146},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1410975456237793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08960148692131042},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08849093317985535},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08045223355293274},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0142331217712091","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331217712091","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G4909217942","display_name":null,"funder_award_id":"51477055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W310085760","https://openalex.org/W883434633","https://openalex.org/W894470021","https://openalex.org/W1568174583","https://openalex.org/W1904554813","https://openalex.org/W1964783787","https://openalex.org/W1995722044","https://openalex.org/W1997170753","https://openalex.org/W2003657827","https://openalex.org/W2008338640","https://openalex.org/W2011650128","https://openalex.org/W2013212195","https://openalex.org/W2017171355","https://openalex.org/W2034773686","https://openalex.org/W2040725548","https://openalex.org/W2059345902","https://openalex.org/W2059969426","https://openalex.org/W2061438946","https://openalex.org/W2097499663","https://openalex.org/W2109923101","https://openalex.org/W2112090702","https://openalex.org/W2128530910","https://openalex.org/W2132514788","https://openalex.org/W2153817318","https://openalex.org/W2156374413","https://openalex.org/W2165182598","https://openalex.org/W2187420402","https://openalex.org/W2208683959","https://openalex.org/W2233913291","https://openalex.org/W2339356805","https://openalex.org/W2348702310","https://openalex.org/W2423532692","https://openalex.org/W2466134622","https://openalex.org/W2470299994","https://openalex.org/W2511301590","https://openalex.org/W2547471269","https://openalex.org/W2547937424","https://openalex.org/W2551832769"],"related_works":["https://openalex.org/W2736680465","https://openalex.org/W4288714711","https://openalex.org/W3200708550","https://openalex.org/W2771637876","https://openalex.org/W2206043812","https://openalex.org/W2145087841","https://openalex.org/W4240853094","https://openalex.org/W4294093918","https://openalex.org/W2810496283","https://openalex.org/W2954074353"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,21,52,56,71,78,82,100,103,122],"novel":[4],"swarm":[5,54],"moth\u2013flame":[6],"optimizer":[7],"(SMFO)":[8],"to":[9,98,119],"obtain":[10],"the":[11,75,110,114],"optimal":[12,140],"parameters":[13],"of":[14,20,92,155],"four":[15],"interacting":[16],"proportional\u2013integral":[17],"(PI)":[18],"loops":[19],"doubly":[22],"fed":[23],"induction":[24],"generator":[25],"(DFIG)-based":[26],"wind":[27],"turbine,":[28],"so":[29],"that":[30,113,134],"maximum":[31],"power":[32,141],"point":[33],"tracking":[34,142],"(MPPT)":[35],"may":[36,116,147],"be":[37,117,148],"achieved":[38,149],"together":[39],"with":[40,77,153],"an":[41,135],"improved":[42,136],"fault":[43],"ride-through":[44],"(FRT)":[45],"capability.":[46],"The":[47],"SMFO":[48,151],"is":[49,64,106],"inspired":[50],"by":[51,67,150],"moth":[53],"encircling":[55],"flame":[57,63,76,124],"at":[58],"night,":[59],"in":[60],"which":[61,132],"each":[62],"simultaneously":[65],"encircled":[66],"multiple":[68],"moths":[69,89,115],"for":[70,121],"greater":[72],"exploitation,":[73],"whereas":[74],"higher":[79],"brightness":[80],"(i.e.":[81],"smaller":[83],"fitness":[84],"function)":[85],"will":[86],"attract":[87],"more":[88,125,139],"than":[90],"those":[91,154],"its":[93],"adjacent":[94],"flames.":[95],"In":[96],"order":[97],"achieve":[99],"wider":[101],"exploration,":[102],"ring":[104],"network":[105],"then":[107],"constructed":[108],"among":[109],"flames":[111],"such":[112],"guided":[118],"search":[120],"brighter":[123],"effectively.":[126],"Three":[127],"case":[128],"studies":[129],"are":[130],"undertaken,":[131],"verify":[133],"global":[137],"convergence,":[138],"and":[143],"enhanced":[144],"FRT":[145],"capability":[146],"compared":[152],"existing":[156],"meta-heuristic":[157],"techniques.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
