{"id":"https://openalex.org/W3010052409","doi":"https://doi.org/10.30534/ijatcse/2020/58912020","title":"Controlling of Wind Turbine Generator System based on Genetic Fuzzy-PID Controller","display_name":"Controlling of Wind Turbine Generator System based on Genetic Fuzzy-PID Controller","publication_year":2020,"publication_date":"2020-02-15","ids":{"openalex":"https://openalex.org/W3010052409","doi":"https://doi.org/10.30534/ijatcse/2020/58912020","mag":"3010052409"},"language":"en","primary_location":{"id":"doi:10.30534/ijatcse/2020/58912020","doi":"https://doi.org/10.30534/ijatcse/2020/58912020","is_oa":true,"landing_page_url":"https://doi.org/10.30534/ijatcse/2020/58912020","pdf_url":"https://doi.org/10.30534/ijatcse/2020/58912020","source":{"id":"https://openalex.org/S4210180821","display_name":"International Journal of Advanced Trends in Computer Science and Engineering","issn_l":"2278-3091","issn":["2278-3091"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":"https://openalex.org/P4327872811","host_organization_name":"The World Academy of Research in Science and Engineering","host_organization_lineage":["https://openalex.org/P4327872811"],"host_organization_lineage_names":["The World Academy of Research in Science and Engineering"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Trends in Computer Science and Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.30534/ijatcse/2020/58912020","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083995525","display_name":"Amin Alqudah","orcid":"https://orcid.org/0000-0002-2538-3402","observed_orcids":["https://orcid.org/0000-0002-2538-3402"]},"institutions":[{"id":"https://openalex.org/I85507684","display_name":"Yarmouk University","ror":"https://ror.org/004mbaj56","country_code":"JO","type":"education","lineage":["https://openalex.org/I85507684"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Amin Alqudah","raw_affiliation_strings":["Department of Computer Engineering, Yarmouk University, Irbid, Jordan,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Yarmouk University, Irbid, Jordan,","institution_ids":["https://openalex.org/I85507684"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5083995525"],"corresponding_institution_ids":["https://openalex.org/I85507684"],"apc_list":null,"apc_paid":null,"fwci":0.3439,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.52792238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"9","issue":"1","first_page":"409","last_page":"425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","score":0.6898999810218811,"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":0.6898999810218811,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.2468000054359436,"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/T11081","display_name":"Advanced Control Systems Design","score":0.029600000008940697,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wind-turbine-generator-control","display_name":"wind turbine generator control","score":0.9380000233650208},{"id":"https://openalex.org/keywords/fuzzy-pid-control","display_name":"fuzzy PID control","score":0.8109999895095825},{"id":"https://openalex.org/keywords/genetic-algorithm-parameter-tuning","display_name":"genetic algorithm tuning","score":0.8669999837875366},{"id":"https://openalex.org/keywords/membership-function-optimization","display_name":"membership function optimization","score":0.8690000176429749},{"id":"https://openalex.org/keywords/variable-speed-wind-turbine","display_name":"variable speed wind turbine","score":0.7599999904632568},{"id":"https://openalex.org/keywords/mamdani-fuzzy-inference","display_name":"Mamdani fuzzy inference","score":0.9629999995231628},{"id":"https://openalex.org/keywords/controller-tuning","display_name":"controller tuning","score":0.7509999871253967},{"id":"https://openalex.org/keywords/transient-response","display_name":"transient response","score":0.652999997138977},{"id":"https://openalex.org/keywords/steady-state-error","display_name":"steady-state error","score":0.8640000224113464}],"concepts":[{"id":"https://openalex.org/C47116090","wikidata":"https://www.wikidata.org/wiki/Q716829","display_name":"PID controller","level":3,"score":0.8039982318878174},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6703650951385498},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6235476732254028},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.5879377722740173},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.48972776532173157},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4558911919593811},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45054754614830017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4268333911895752},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28809982538223267},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.25003230571746826},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13116440176963806},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.09496727585792542},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09158313274383545},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0812404453754425},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.07627105712890625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.04974550008773804},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.30534/ijatcse/2020/58912020","doi":"https://doi.org/10.30534/ijatcse/2020/58912020","is_oa":true,"landing_page_url":"https://doi.org/10.30534/ijatcse/2020/58912020","pdf_url":"https://doi.org/10.30534/ijatcse/2020/58912020","source":{"id":"https://openalex.org/S4210180821","display_name":"International Journal of Advanced Trends in Computer Science and Engineering","issn_l":"2278-3091","issn":["2278-3091"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":"https://openalex.org/P4327872811","host_organization_name":"The World Academy of Research in Science and Engineering","host_organization_lineage":["https://openalex.org/P4327872811"],"host_organization_lineage_names":["The World Academy of Research in Science and Engineering"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Trends in Computer Science and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.30534/ijatcse/2020/58912020","doi":"https://doi.org/10.30534/ijatcse/2020/58912020","is_oa":true,"landing_page_url":"https://doi.org/10.30534/ijatcse/2020/58912020","pdf_url":"https://doi.org/10.30534/ijatcse/2020/58912020","source":{"id":"https://openalex.org/S4210180821","display_name":"International Journal of Advanced Trends in Computer Science and Engineering","issn_l":"2278-3091","issn":["2278-3091"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20"],"host_organization":"https://openalex.org/P4327872811","host_organization_name":"The World Academy of Research in Science and Engineering","host_organization_lineage":["https://openalex.org/P4327872811"],"host_organization_lineage_names":["The World Academy of Research in Science and Engineering"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Trends in Computer Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010052409.pdf","grobid_xml":"https://content.openalex.org/works/W3010052409.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W20030223","https://openalex.org/W194362770","https://openalex.org/W1533902227","https://openalex.org/W1752828987","https://openalex.org/W1797178173","https://openalex.org/W1981849355","https://openalex.org/W1982147649","https://openalex.org/W1982971904","https://openalex.org/W2006938793","https://openalex.org/W2015367870","https://openalex.org/W2036853604","https://openalex.org/W2045859852","https://openalex.org/W2047094503","https://openalex.org/W2062706881","https://openalex.org/W2087551849","https://openalex.org/W2097460058","https://openalex.org/W2131683518","https://openalex.org/W2133396241","https://openalex.org/W2140208274","https://openalex.org/W2144960078","https://openalex.org/W2155686823","https://openalex.org/W2171438612","https://openalex.org/W2501491373","https://openalex.org/W2955338975","https://openalex.org/W2982917406","https://openalex.org/W2987008454","https://openalex.org/W3155574749","https://openalex.org/W4407294507","https://openalex.org/W6758652401"],"related_works":["https://openalex.org/W2509696308","https://openalex.org/W4297464003","https://openalex.org/W2648277598","https://openalex.org/W2189023150","https://openalex.org/W3115238861","https://openalex.org/W4399626154","https://openalex.org/W4412784045","https://openalex.org/W2170478138","https://openalex.org/W4391521982","https://openalex.org/W3011445819"],"abstract_inverted_index":{"In":[0],"this":[1,32,148],"research,":[2],"Genetic":[3,134],"Algorithm":[4],"(GA)":[5],"was":[6],"used":[7],"as":[8],"a":[9,15,24,42,84,114],"feasible":[10],"solution":[11],"for":[12,23],"optimization/tuning":[13],"of":[14,31,41,52,107,116,166],"simulated":[16,100],"Fuzzy":[17,56],"Proportional":[18],"Integral":[19],"Derivative":[20],"(FPID)":[21],"controller":[22,44],"variable":[25],"speed":[26],"wind":[27],"turbines":[28],"(WTs).The":[29],"aim":[30],"research":[33],"is":[34,60,67,88,97],"to":[35,62,69,90,124,141],"tune":[36],"the":[37,50,53,64,71,95,125,131,142,160],"membership":[38],"function":[39,87],"(MF)":[40],"FPID":[43,135],"using":[45],"genetic":[46],"programming":[47],"and":[48,79,82,99,121,155,168],"investigating":[49],"performance":[51,139],"system.Firstly,":[54],"Mamdani's":[55],"Inference":[57],"System":[58],"(FIS)":[59],"implemented":[61],"control":[63],"WTs.The":[65],"MF":[66],"encoded":[68],"formulate":[70],"chromosome":[72],"by":[73,103,111],"choosing":[74,104],"some":[75],"parameters":[76],"like":[77],"centre":[78],"left-right":[80],"base,":[81],"then":[83],"proper":[85],"fitness":[86],"designed":[89],"minimize":[91],"mean":[92],"square":[93],"error.Finally,":[94],"GA":[96,109],"applied":[98],"on":[101],"MATLAB":[102],"different":[105],"number":[106],"generation.The":[108],"works":[110],"slowly":[112],"\"evolving\"":[113],"population":[115],"chromosomes":[117],"that":[118,130],"represent":[119],"better":[120,122,138,152],"solutions":[123],"problem.The":[126],"simulation":[127],"results":[128],"show":[129],"proposed":[132],"method,":[133],"(GFPID),":[136],"has":[137,151],"compared":[140],"other":[143,161],"controlling":[144],"techniques":[145],"discussed":[146],"in":[147],"paper.GFPID":[149],"system":[150],"transient":[153],"response":[154,158],"steady":[156,169],"state":[157,170],"than":[159],"systems":[162],"with":[163],"lower":[164],"value":[165],"overshoot":[167],"error.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2020-03-13T00:00:00"}