{"id":"https://openalex.org/W4281987936","doi":"https://doi.org/10.32604/iasc.2023.024179","title":"Machine Learning Controller for DFIG Based Wind Conversion System","display_name":"Machine Learning Controller for DFIG Based Wind Conversion System","publication_year":2022,"publication_date":"2022-06-06","ids":{"openalex":"https://openalex.org/W4281987936","doi":"https://doi.org/10.32604/iasc.2023.024179"},"language":"en","primary_location":{"id":"doi:10.32604/iasc.2023.024179","is_oa":true,"landing_page_url":"https://doi.org/10.32604/iasc.2023.024179","pdf_url":"https://file.techscience.com/ueditor/files/iasc/TSP_IASC-35-1/TSP_IASC_24179/TSP_IASC_24179.pdf","source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://file.techscience.com/ueditor/files/iasc/TSP_IASC-35-1/TSP_IASC_24179/TSP_IASC_24179.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003756214","display_name":"P. Srinivasan","orcid":null},"institutions":[{"id":"https://openalex.org/I884363091","display_name":"Oil India (India)","ror":"https://ror.org/03h4b0p21","country_code":"IN","type":"company","lineage":["https://openalex.org/I884363091"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"P. Srinivasan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Amrita College of Engineering and Technology, Nagercoil, 629002, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Amrita College of Engineering and Technology, Nagercoil, 629002, India","institution_ids":["https://openalex.org/I884363091"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065699508","display_name":"P. Jagatheeswari","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"P. Jagatheeswari","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Ponjesly College of Engineering, Nagercoil, 629002, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Ponjesly College of Engineering, Nagercoil, 629002, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5003756214"],"corresponding_institution_ids":["https://openalex.org/I884363091"],"apc_list":null,"apc_paid":null,"fwci":0.5489,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.62939048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"35","issue":"1","first_page":"381","last_page":"397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","score":0.9998000264167786,"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":0.9998000264167786,"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":0.989300012588501,"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":0.9787999987602234,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8332475423812866},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6492413878440857},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6275162100791931},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.6097297668457031},{"id":"https://openalex.org/keywords/permanent-magnet-synchronous-generator","display_name":"Permanent magnet synchronous generator","score":0.5832791328430176},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.581826388835907},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.4800502061843872},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.4561939835548401},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4448626935482025},{"id":"https://openalex.org/keywords/induction-generator","display_name":"Induction generator","score":0.4371633231639862},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4141741693019867},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3674657940864563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28036850690841675},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.17622479796409607},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10331109166145325},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07323023676872253}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8332475423812866},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6492413878440857},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6275162100791931},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.6097297668457031},{"id":"https://openalex.org/C201320609","wikidata":"https://www.wikidata.org/wiki/Q3274420","display_name":"Permanent magnet synchronous generator","level":3,"score":0.5832791328430176},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.581826388835907},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.4800502061843872},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.4561939835548401},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4448626935482025},{"id":"https://openalex.org/C98716924","wikidata":"https://www.wikidata.org/wiki/Q752750","display_name":"Induction generator","level":3,"score":0.4371633231639862},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4141741693019867},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3674657940864563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28036850690841675},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.17622479796409607},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10331109166145325},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07323023676872253},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","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:10.32604/iasc.2023.024179","is_oa":true,"landing_page_url":"https://doi.org/10.32604/iasc.2023.024179","pdf_url":"https://file.techscience.com/ueditor/files/iasc/TSP_IASC-35-1/TSP_IASC_24179/TSP_IASC_24179.pdf","source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/iasc.2023.024179","is_oa":true,"landing_page_url":"https://doi.org/10.32604/iasc.2023.024179","pdf_url":"https://file.techscience.com/ueditor/files/iasc/TSP_IASC-35-1/TSP_IASC_24179/TSP_IASC_24179.pdf","source":{"id":"https://openalex.org/S40639465","display_name":"Intelligent Automation & Soft Computing","issn_l":"1079-8587","issn":["1079-8587","2326-005X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Automation &amp; Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281987936.pdf","grobid_xml":"https://content.openalex.org/works/W4281987936.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W2074965976","https://openalex.org/W2141070681","https://openalex.org/W2559088959","https://openalex.org/W2568539139","https://openalex.org/W2756173019","https://openalex.org/W2888235607","https://openalex.org/W2910473168","https://openalex.org/W2944667027","https://openalex.org/W2965569627","https://openalex.org/W2969920340","https://openalex.org/W2984641569","https://openalex.org/W3007401458","https://openalex.org/W3014492371","https://openalex.org/W3024453232","https://openalex.org/W3080277232","https://openalex.org/W3088659711","https://openalex.org/W6642468750","https://openalex.org/W6652323322","https://openalex.org/W6669292934","https://openalex.org/W6680579469","https://openalex.org/W6701698438","https://openalex.org/W6731520135","https://openalex.org/W6744045069","https://openalex.org/W6754090549","https://openalex.org/W6758375531","https://openalex.org/W6766151812","https://openalex.org/W6767139367","https://openalex.org/W6769933703","https://openalex.org/W6774959496","https://openalex.org/W6775268863","https://openalex.org/W6777320551","https://openalex.org/W6782271922","https://openalex.org/W6783199291"],"related_works":["https://openalex.org/W2059163901","https://openalex.org/W1564141715","https://openalex.org/W1968787835","https://openalex.org/W2169216233","https://openalex.org/W4308217059","https://openalex.org/W2028239902","https://openalex.org/W2083982389","https://openalex.org/W2996639346","https://openalex.org/W2544909471","https://openalex.org/W2537973648"],"abstract_inverted_index":{"Renewable":[0],"energy":[1,21,28,62,80],"production":[2],"plays":[3],"a":[4,57,60,91,112],"major":[5,32],"role":[6],"in":[7,69,85,111],"satisfying":[8],"electricity":[9],"demand.":[10],"Wind":[11,27],"power":[12,53,68,136],"conversion":[13,29,63,81],"is":[14,56,133,142],"one":[15],"of":[16,34,119,159],"the":[17,38,45,77,97,137,157,160],"most":[18],"popular":[19],"renewable":[20],"sources":[22],"compared":[23],"to":[24,135,155],"other":[25],"sources.":[26],"has":[30,106],"two":[31,117],"types":[33,118],"generators":[35],"such":[36,122],"as":[37,123],"Permanent":[39],"Magnet":[40],"Synchronous":[41],"Generator":[42,49],"(PMSG)":[43],"and":[44,89,99,109,125,140,148],"Doubly":[46],"Fed":[47],"Induction":[48],"(DFIG).":[50],"The":[51,103],"maximum":[52,67],"tracking":[54],"algorithm":[55,95,105],"crucial":[58],"controller,":[59],"wind":[61,71,79],"system":[64,82],"for":[65,96,144],"generating":[66],"different":[70],"speed":[72],"conditions.":[73],"In":[74,128],"this":[75,129],"article,":[76],"DFIG":[78],"was":[83],"developed":[84,108],"Matrix":[86],"Laboratory":[87],"(MATLAB)":[88],"designed":[90],"machine":[92],"learning":[93,120,132],"(ML)":[94],"rotor":[98],"grid":[100],"side":[101],"converter.":[102],"ML":[104],"been":[107],"trained":[110],"MATLAB":[113],"environment.":[114],"There":[115],"are":[116,153],"algorithms":[121],"supervised":[124,131],"unsupervised":[126],"learning.":[127],"research":[130],"used":[134],"neural":[138],"networks":[139],"analysis":[141],"made":[143],"various":[145],"hidden":[146],"layers":[147],"activation":[149],"functions.":[150],"Simulation":[151],"results":[152],"assessed":[154],"demonstrate":[156],"efficiency":[158],"proposed":[161],"system.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
