{"id":"https://openalex.org/W7127049147","doi":"https://doi.org/10.5890/jvtsd.2026.06.005","title":"Application of Flatness-Based Control for Wind Turbines with a Fuzzy Logic MPPT Controller","display_name":"Application of Flatness-Based Control for Wind Turbines with a Fuzzy Logic MPPT Controller","publication_year":2026,"publication_date":"2026-02-01","ids":{"openalex":"https://openalex.org/W7127049147","doi":"https://doi.org/10.5890/jvtsd.2026.06.005"},"language":"en","primary_location":{"id":"doi:10.5890/jvtsd.2026.06.005","doi":"https://doi.org/10.5890/jvtsd.2026.06.005","is_oa":false,"landing_page_url":"https://doi.org/10.5890/jvtsd.2026.06.005","pdf_url":null,"source":{"id":"https://openalex.org/S4210199470","display_name":"Journal of Vibration Testing and System Dynamics","issn_l":"2475-4811","issn":["2475-4811","2475-482X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vibration Testing and System Dynamics","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W7127049147"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5124723941","display_name":"Abderahmane Mechter","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abderahmane Mechter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022284677","display_name":"Manal Messadi","orcid":"https://orcid.org/0009-0003-4259-6316","observed_orcids":["https://orcid.org/0009-0003-4259-6316"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manal Messadi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5044600611","display_name":"Karim Kemih","orcid":"https://orcid.org/0000-0003-0866-5798","observed_orcids":["https://orcid.org/0000-0003-0866-5798"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Karim Kemih","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10504","display_name":"Sensorless Control of Electric Motors","score":0.0,"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/flatness-based-control","display_name":"flatness-based control","score":0.9940000176429749},{"id":"https://openalex.org/keywords/wind-turbines","display_name":"wind turbines","score":0.7860000133514404},{"id":"https://openalex.org/keywords/doubly-fed-induction-generator","display_name":"doubly fed induction generator","score":0.9649999737739563},{"id":"https://openalex.org/keywords/fuzzy-logic-mppt","display_name":"fuzzy logic MPPT","score":0.7519999742507935},{"id":"https://openalex.org/keywords/maximum-power-point-tracking","display_name":"maximum power point tracking","score":0.9909999966621399},{"id":"https://openalex.org/keywords/trajectory-planning","display_name":"trajectory planning","score":0.6840000152587891},{"id":"https://openalex.org/keywords/genetic-algorithm-parameter-tuning","display_name":"genetic algorithm tuning","score":0.7730000019073486},{"id":"https://openalex.org/keywords/variable-speed-wind-turbine","display_name":"variable speed wind turbine","score":0.9110000133514404},{"id":"https://openalex.org/keywords/wind-energy-conversion","display_name":"wind energy conversion","score":0.6299999952316284}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7271999716758728},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.611299991607666},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5898000001907349},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.5770999789237976},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5720000267028809},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5422000288963318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5357000231742859},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.46959999203681946},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.43810001015663147},{"id":"https://openalex.org/C200971846","wikidata":"https://www.wikidata.org/wiki/Q1420518","display_name":"Doubly fed electric machine","level":4,"score":0.4302000105381012},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.3774000108242035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3718999922275543},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.36010000109672546},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3352999985218048},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C36139824","wikidata":"https://www.wikidata.org/wiki/Q1052007","display_name":"Maximum power point tracking","level":4,"score":0.3174999952316284},{"id":"https://openalex.org/C98716924","wikidata":"https://www.wikidata.org/wiki/Q752750","display_name":"Induction generator","level":3,"score":0.30730000138282776},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.2971000075340271},{"id":"https://openalex.org/C56685638","wikidata":"https://www.wikidata.org/wiki/Q2300474","display_name":"Power control","level":3,"score":0.2955000102519989},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.28839999437332153},{"id":"https://openalex.org/C31531917","wikidata":"https://www.wikidata.org/wiki/Q915157","display_name":"Robust control","level":3,"score":0.2824000120162964},{"id":"https://openalex.org/C2988713318","wikidata":"https://www.wikidata.org/wiki/Q644997","display_name":"Hydraulic turbines","level":3,"score":0.27469998598098755},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5890/jvtsd.2026.06.005","doi":"https://doi.org/10.5890/jvtsd.2026.06.005","is_oa":false,"landing_page_url":"https://doi.org/10.5890/jvtsd.2026.06.005","pdf_url":null,"source":{"id":"https://openalex.org/S4210199470","display_name":"Journal of Vibration Testing and System Dynamics","issn_l":"2475-4811","issn":["2475-4811","2475-482X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Vibration Testing and System Dynamics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9853000044822693,"display_name":"Affordable and clean energy"},{"id":"https://metadata.un.org/sdg/9","score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4412784045","https://openalex.org/W4407079428","https://openalex.org/W4399626154","https://openalex.org/W4412472541","https://openalex.org/W4407909402","https://openalex.org/W4410897274","https://openalex.org/W2369061381","https://openalex.org/W7201961208","https://openalex.org/W3024151250","https://openalex.org/W4408793278"],"abstract_inverted_index":{"This":[0,44,175],"paper":[1],"introduces":[2],"a":[3,9,17,51,71,135],"novel":[4],"control":[5,29,150,188],"strategy":[6],"designed":[7],"for":[8,57,88,179],"variable-speed":[10],"wind":[11,139,183],"turbine,":[12],"specifically":[13],"one":[14],"equipped":[15],"with":[16],"Doubly":[18],"Fed":[19],"Induction":[20],"Generator":[21],"(DFIG).":[22],"The":[23,113,128,152],"primary":[24],"objective":[25],"of":[26,50,61,115,147],"the":[27,34,48,59,62,68,79,85,89,101,106,125,143,148,156,162,168,177],"proposed":[28,149],"approach":[30,117,158],"is":[31,45,55,75],"to":[32,66,77,108],"optimize":[33,78],"turbine's":[35,63],"performance":[36,194],"by":[37],"ensuring":[38],"efficient":[39],"tracking":[40,80,164],"and":[41,145,195],"trajectory":[42,60],"planning.":[43],"achieved":[46],"through":[47,120],"use":[49],"flatness-based":[52,90],"controller,":[53,91],"which":[54,130],"responsible":[56],"managing":[58],"operation.":[64],"Additionally,":[65],"maximize":[67],"power":[69,81,163],"output,":[70],"fuzzy":[72],"logic":[73],"controller":[74],"employed":[76],"point.":[82],"To":[83],"determine":[84],"ideal":[86],"parameters":[87],"genetic":[92],"algorithms":[93,97],"are":[94],"utilized.":[95],"These":[96],"help":[98],"in":[99,124,182],"identifying":[100],"optimal":[102],"settings":[103],"that":[104,155],"allow":[105],"system":[107],"operate":[109],"at":[110],"peak":[111],"efficiency.":[112],"effectiveness":[114,146],"this":[116],"was":[118],"validated":[119],"simulation":[121],"results":[122,153],"conducted":[123],"Matlab/Simulink":[126],"environment.":[127],"simulations,":[129],"were":[131],"carried":[132],"out":[133],"using":[134],"660":[136],"kW":[137],"three-blade":[138],"turbine":[140,193],"model,":[141],"demonstrated":[142],"robustness":[144],"method.":[151],"highlighted":[154],"suggested":[157],"not":[159],"only":[160],"improves":[161],"but":[165],"also":[166],"ensures":[167],"system's":[169],"resilience":[170],"under":[171],"varying":[172],"operational":[173],"conditions.":[174],"indicates":[176],"potential":[178],"real-world":[180],"applications":[181],"energy":[184],"generation,":[185],"where":[186],"such":[187],"strategies":[189],"could":[190],"significantly":[191],"enhance":[192],"reliability.":[196]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-02-03T00:00:00"}