{"id":"https://openalex.org/W2994435086","doi":"https://doi.org/10.1109/idaacs.2019.8924231","title":"Data-Driven Fault Detection and Identification in Wind Turbines Through Performance Assessment","display_name":"Data-Driven Fault Detection and Identification in Wind Turbines Through Performance Assessment","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2994435086","doi":"https://doi.org/10.1109/idaacs.2019.8924231","mag":"2994435086"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2019.8924231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2019.8924231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","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/A5050801687","display_name":"Boudy Bilal","orcid":"https://orcid.org/0000-0002-3949-8307"},"institutions":[{"id":"https://openalex.org/I90527594","display_name":"Universit\u00e9 de Nouakchott","ror":"https://ror.org/00pt67k84","country_code":"MR","type":"education","lineage":["https://openalex.org/I90527594"]}],"countries":["MR"],"is_corresponding":false,"raw_author_name":"Boudy Bilal","raw_affiliation_strings":["FST, LRAER, Universit\u00e9 de Nouakchott AL Aasriya, Nouakchott, Mauritanie","UNA - Universit\u00e9 de Nouakchott Al-Aasriya (Nouakchott, Mauritanie - Mauritania)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"FST, LRAER, Universit\u00e9 de Nouakchott AL Aasriya, Nouakchott, Mauritanie","institution_ids":["https://openalex.org/I90527594"]},{"raw_affiliation_string":"UNA - Universit\u00e9 de Nouakchott Al-Aasriya (Nouakchott, Mauritanie - Mauritania)","institution_ids":["https://openalex.org/I90527594"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068373391","display_name":"Kondo H. Adjallah","orcid":"https://orcid.org/0000-0001-7902-7991"},"institutions":[{"id":"https://openalex.org/I4387152457","display_name":"Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes","ror":"https://ror.org/04x6jg419","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kondo Hloindo Adjallah","raw_affiliation_strings":["LCOMS EA7306, University of Lorraine, Metz, France","LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LCOMS EA7306, University of Lorraine, Metz, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4387152457"]},{"raw_affiliation_string":"LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)","institution_ids":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028873876","display_name":"Alexandre Sava","orcid":"https://orcid.org/0000-0002-5263-4959"},"institutions":[{"id":"https://openalex.org/I4387152457","display_name":"Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes","ror":"https://ror.org/04x6jg419","country_code":"FR","type":"facility","lineage":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexandre Sava","raw_affiliation_strings":["LCOMS EA7306, University of Lorraine, Metz, France","LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LCOMS EA7306, University of Lorraine, Metz, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I4387152457"]},{"raw_affiliation_string":"LCOMS - Laboratoire de Conception, Optimisation et Mod\u00e9lisation des Syst\u00e8mes (LCOMS EA7306, Universit\u00e9 de Lorraine, Metz 57000, France - France)","institution_ids":["https://openalex.org/I4387152457","https://openalex.org/I90183372"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2335,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.55979769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"123","last_page":"129"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994000196456909,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994000196456909,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9988999962806702,"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/T10680","display_name":"Wind Energy Research and Development","score":0.9919999837875366,"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/wind-power","display_name":"Wind power","score":0.756279706954956},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.7518373727798462},{"id":"https://openalex.org/keywords/wind-speed","display_name":"Wind speed","score":0.6958987712860107},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.6758715510368347},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.6714272499084473},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6401915550231934},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5395753383636475},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4764285981655121},{"id":"https://openalex.org/keywords/induction-generator","display_name":"Induction generator","score":0.47122088074684143},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4467150866985321},{"id":"https://openalex.org/keywords/steam-turbine","display_name":"Steam turbine","score":0.43562787771224976},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4101765751838684},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3844532370567322},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.3648891746997833},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19241607189178467},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.12335941195487976},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.12098783254623413},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.10830119252204895},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09788012504577637},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07444587349891663}],"concepts":[{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.756279706954956},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.7518373727798462},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.6958987712860107},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.6758715510368347},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.6714272499084473},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6401915550231934},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5395753383636475},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4764285981655121},{"id":"https://openalex.org/C98716924","wikidata":"https://www.wikidata.org/wiki/Q752750","display_name":"Induction generator","level":3,"score":0.47122088074684143},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4467150866985321},{"id":"https://openalex.org/C14794904","wikidata":"https://www.wikidata.org/wiki/Q189859","display_name":"Steam turbine","level":2,"score":0.43562787771224976},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4101765751838684},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3844532370567322},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.3648891746997833},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19241607189178467},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.12335941195487976},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.12098783254623413},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.10830119252204895},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09788012504577637},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07444587349891663},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/idaacs.2019.8924231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2019.8924231","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03018770v1","is_oa":false,"landing_page_url":"https://hal.univ-lorraine.fr/hal-03018770","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.idaacs.net/2019","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W130647010","https://openalex.org/W1593831528","https://openalex.org/W1966820355","https://openalex.org/W1994106789","https://openalex.org/W2028346582","https://openalex.org/W2029892470","https://openalex.org/W2040229032","https://openalex.org/W2055909153","https://openalex.org/W2060512336","https://openalex.org/W2105527256","https://openalex.org/W2121598944","https://openalex.org/W2127064699","https://openalex.org/W2238563863","https://openalex.org/W2291842222","https://openalex.org/W2301002797","https://openalex.org/W2484116324","https://openalex.org/W2523553285","https://openalex.org/W2538056815","https://openalex.org/W2548644148","https://openalex.org/W2565662290","https://openalex.org/W2587144095","https://openalex.org/W2770590096","https://openalex.org/W2794466895","https://openalex.org/W2798230967","https://openalex.org/W2804944700","https://openalex.org/W2805986364","https://openalex.org/W2806355611","https://openalex.org/W2950296839","https://openalex.org/W6605227389","https://openalex.org/W6658303070","https://openalex.org/W6730881169"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2021606399","https://openalex.org/W3039257172","https://openalex.org/W4244171230","https://openalex.org/W3032471529","https://openalex.org/W2046981991","https://openalex.org/W4321492268","https://openalex.org/W1567775150","https://openalex.org/W2322359268","https://openalex.org/W2558069854"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,37],"simple":[4],"data-driven":[5],"method":[6,70],"for":[7,46],"fault":[8],"detection":[9,19],"and":[10,18,65,80,107],"identification":[11],"based":[12],"on":[13,36,86],"the":[14,22,49,74,77,81,84,89,95,99,109],"assessment":[15],"of":[16,25,76,83,88,94],"performance":[17,110],"miscorrelation":[20],"among":[21],"operating":[23,29,92],"data":[24,30],"wind":[26,40,50,96],"turbines.":[27],"The":[28,69],"were":[31],"collected":[32],"over":[33],"one":[34],"year":[35],"30":[38],"MW":[39],"farm":[41],"in":[42],"Mauritania,":[43],"Nouakchott":[44],"area,":[45],"parameters":[47],"including":[48],"speed,":[51,57,61],"generator":[52,58,66,85],"output":[53],"power,":[54],"turbine":[55],"rotating":[56,67],"temperature,":[59],"rotor":[60],"gearbox":[62],"bearing":[63],"temperature":[64,82],"speed.":[68],"starts":[71],"with":[72],"identifying":[73,104],"distribution":[75],"pitch":[78],"angle":[79],"each":[87],"four":[90],"identified":[91],"phases":[93],"turbine.":[97],"Then":[98],"correlation":[100],"faults":[101],"analysis":[102],"allows":[103],"their":[105],"characteristics":[106],"explaining":[108],"failures.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}