{"id":"https://openalex.org/W2155696184","doi":"https://doi.org/10.1109/fuzzy.2011.6007368","title":"A fuzzy-based output power smoothing of WECS using short-term ahead prediction of wind speed","display_name":"A fuzzy-based output power smoothing of WECS using short-term ahead prediction of wind speed","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2155696184","doi":"https://doi.org/10.1109/fuzzy.2011.6007368","mag":"2155696184"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2011.6007368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","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/A5054013131","display_name":"Yuya Izumi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yuya Izumi","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110278416","display_name":"Alok Pratap","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alok Pratap","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108219200","display_name":"Yoshihisa Kinjyo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yoshihisa Kinjyo","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073592138","display_name":"Akie Uehara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Akie Uehara","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001206896","display_name":"Atsushi Yona","orcid":"https://orcid.org/0000-0002-9404-2150"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Atsushi Yona","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031089304","display_name":"Tomonobu Senjyu","orcid":"https://orcid.org/0000-0003-4494-6773"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomonobu Senjyu","raw_affiliation_strings":["Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronics Engineering, Faculty of Engineering, University of Ryukyus, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020249277","display_name":"Toshihisa Funabashi","orcid":null},"institutions":[{"id":"https://openalex.org/I101979096","display_name":"Meidensha (Japan)","ror":"https://ror.org/047dt4g31","country_code":"JP","type":"company","lineage":["https://openalex.org/I101979096"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihisa Funabashi","raw_affiliation_strings":["Meidensha Corporation, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Meidensha Corporation, Tokyo, Japan","institution_ids":["https://openalex.org/I101979096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111731104","display_name":"Endusa Billy Muhando","orcid":null},"institutions":[{"id":"https://openalex.org/I141472210","display_name":"University of Alaska Fairbanks","ror":"https://ror.org/01j7nq853","country_code":"US","type":"education","lineage":["https://openalex.org/I141472210"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Endusa Billy Muhando","raw_affiliation_strings":["Alaska Center of Energy and Power, University of Alaska, Fairbanks, USA"],"affiliations":[{"raw_affiliation_string":"Alaska Center of Energy and Power, University of Alaska, Fairbanks, USA","institution_ids":["https://openalex.org/I141472210"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5054013131"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5299,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.72264451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2414","last_page":"2419"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","score":0.9997000098228455,"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":0.9997000098228455,"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/T10228","display_name":"Multilevel Inverters and Converters","score":0.9975000023841858,"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":0.9940999746322632,"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/control-theory","display_name":"Control theory (sociology)","score":0.8088809251785278},{"id":"https://openalex.org/keywords/maximum-power-point-tracking","display_name":"Maximum power point tracking","score":0.7126246690750122},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6612195372581482},{"id":"https://openalex.org/keywords/permanent-magnet-synchronous-generator","display_name":"Permanent magnet synchronous generator","score":0.6442769169807434},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.6260125637054443},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.5648789405822754},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.5360759496688843},{"id":"https://openalex.org/keywords/power-optimizer","display_name":"Power optimizer","score":0.5007562637329102},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4388976991176605},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4316522777080536},{"id":"https://openalex.org/keywords/maximum-power-principle","display_name":"Maximum power principle","score":0.4151989221572876},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4130963087081909},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.4124296307563782},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37701278924942017},{"id":"https://openalex.org/keywords/magnet","display_name":"Magnet","score":0.17414969205856323},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.151717871427536},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15055018663406372},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11624249815940857},{"id":"https://openalex.org/keywords/inverter","display_name":"Inverter","score":0.11326515674591064}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.8088809251785278},{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.7126246690750122},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6612195372581482},{"id":"https://openalex.org/C201320609","wikidata":"https://www.wikidata.org/wiki/Q3274420","display_name":"Permanent magnet synchronous generator","level":3,"score":0.6442769169807434},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.6260125637054443},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.5648789405822754},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.5360759496688843},{"id":"https://openalex.org/C145180747","wikidata":"https://www.wikidata.org/wiki/Q7236587","display_name":"Power optimizer","level":5,"score":0.5007562637329102},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4388976991176605},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4316522777080536},{"id":"https://openalex.org/C116615679","wikidata":"https://www.wikidata.org/wiki/Q6795908","display_name":"Maximum power principle","level":3,"score":0.4151989221572876},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4130963087081909},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4124296307563782},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37701278924942017},{"id":"https://openalex.org/C16389437","wikidata":"https://www.wikidata.org/wiki/Q11421","display_name":"Magnet","level":2,"score":0.17414969205856323},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.151717871427536},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15055018663406372},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11624249815940857},{"id":"https://openalex.org/C11190779","wikidata":"https://www.wikidata.org/wiki/Q664575","display_name":"Inverter","level":3,"score":0.11326515674591064},{"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2011.6007368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007368","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1833132120","https://openalex.org/W1995844164","https://openalex.org/W2028895866","https://openalex.org/W2127691745","https://openalex.org/W2136755510","https://openalex.org/W2141243097","https://openalex.org/W2145369450","https://openalex.org/W2154322650","https://openalex.org/W2167367636","https://openalex.org/W2544006089"],"related_works":["https://openalex.org/W2290996769","https://openalex.org/W3119066623","https://openalex.org/W2527993489","https://openalex.org/W1914188083","https://openalex.org/W3035395434","https://openalex.org/W2370326688","https://openalex.org/W2012604545","https://openalex.org/W2131389323","https://openalex.org/W2376360298","https://openalex.org/W2348673333"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,10,28,141],"fuzzy-based":[4],"output":[5,124],"power":[6,38,51,125,144],"smoothing":[7],"method":[8,154],"for":[9],"wind":[11,21,81,88,116,133],"energy":[12,109],"conversion":[13],"system":[14],"(WECS)":[15],"using":[16,68],"short-term":[17],"ahead":[18],"prediction":[19],"of":[20,56,74,97,114,127,151],"speed.":[22],"The":[23,50,72,149],"WECS":[24],"is":[25,65,104,137,155],"based":[26],"on":[27],"permanent":[29],"magnet":[30],"synchronous":[31],"generator":[32,93,102],"(PMSG)":[33],"and":[34,83,91,106],"transmits":[35],"its":[36],"electrical":[37],"to":[39,60,121,140],"an":[40,44],"AC":[41],"grid":[42],"through":[43],"IGBT":[45],"pulse-width":[46],"modulation":[47],"(PWM)":[48],"converter.":[49],"converter":[52],"controls":[53],"the":[54,57,61,69,75,79,84,87,92,98,101,107,112,115,123,128,132,152],"torque":[55,62,90,103],"PMSG":[58],"according":[59],"command,":[63],"which":[64],"determined":[66],"by":[67,111,157],"fuzzy":[70,76],"logic.":[71],"inputs":[73],"logic":[77],"are":[78],"predicted":[80],"speed":[82],"difference":[85],"between":[86],"turbine":[89,117],"torque.":[94],"By":[95],"means":[96],"proposed":[99,153],"method,":[100],"smoothed":[105],"kinetic":[108],"stored":[110],"inertia":[113],"can":[118],"be":[119],"utilized":[120],"smooth":[122],"fluctuations":[126],"PMSG.":[129],"In":[130],"addition,":[131],"turbine's":[134],"shaft":[135],"stress":[136],"mitigated":[138],"compared":[139],"conventional":[142],"maximum":[143],"point":[145],"tracking":[146],"(MPPT)":[147],"control.":[148],"effectiveness":[150],"verified":[156],"numerical":[158],"simulations.":[159]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}