{"id":"https://openalex.org/W4416962247","doi":"https://doi.org/10.1109/systol66549.2025.11267355","title":"Interval-Based Fault Diagnosis in Wind Turbines Using Structural Analysis and Gaussian Process Regression*","display_name":"Interval-Based Fault Diagnosis in Wind Turbines Using Structural Analysis and Gaussian Process Regression*","publication_year":2025,"publication_date":"2025-10-06","ids":{"openalex":"https://openalex.org/W4416962247","doi":"https://doi.org/10.1109/systol66549.2025.11267355"},"language":"en","primary_location":{"id":"doi:10.1109/systol66549.2025.11267355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/systol66549.2025.11267355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Control and Fault-Tolerant Systems (SysTol)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2117/459084","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039771855","display_name":"Esvan-Jes\u00fas P\u00e9rez-P\u00e9rez","orcid":"https://orcid.org/0000-0003-2117-3261"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Esvan-Jes\u00fas P\u00e9rez-P\u00e9rez","raw_affiliation_strings":["Institut de Robòtica i Informàtica Industrial, CSIC-UPC, Universitat Politècnica de Catalunya,Barcelona,Spain,08028"],"affiliations":[{"raw_affiliation_string":"Institut de Robòtica i Informàtica Industrial, CSIC-UPC, Universitat Politècnica de Catalunya,Barcelona,Spain,08028","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080988465","display_name":"Guillermo Valencia\u2010Palomo","orcid":"https://orcid.org/0000-0002-3382-8213"},"institutions":[{"id":"https://openalex.org/I4210093893","display_name":"Instituto Tecnol\u00f3gico de Hermosillo","ror":"https://ror.org/00k6bry75","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210093893"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Guillermo Valencia-Palomo","raw_affiliation_strings":["IT Hermosillo, Tecnológico Nacional de México,Hermosillo,Mexico,83170"],"affiliations":[{"raw_affiliation_string":"IT Hermosillo, Tecnológico Nacional de México,Hermosillo,Mexico,83170","institution_ids":["https://openalex.org/I4210093893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023299508","display_name":"Vicen\u00e7 Puig","orcid":"https://orcid.org/0000-0002-6364-6429"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicen\u00e7 Puig","raw_affiliation_strings":["Institut de Robòtica i Informàtica Industrial, CSIC-UPC, Universitat Politècnica de Catalunya,Barcelona,Spain,08028"],"affiliations":[{"raw_affiliation_string":"Institut de Robòtica i Informàtica Industrial, CSIC-UPC, Universitat Politècnica de Catalunya,Barcelona,Spain,08028","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083924823","display_name":"Ildeberto Santos\u2010Ruiz","orcid":"https://orcid.org/0000-0003-3995-8091"},"institutions":[{"id":"https://openalex.org/I3084848766","display_name":"Tuxtla Gutierrez Institute of Technology","ror":"https://ror.org/05tdek150","country_code":"MX","type":"education","lineage":["https://openalex.org/I3084848766"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ildeberto Santos-Ruiz","raw_affiliation_strings":["TURIX - Dynamics Diagnosis and Control Group, IT Tuxtla Gutiérrez, Tecnológico Nacional de México,Chiapas,Mexico"],"affiliations":[{"raw_affiliation_string":"TURIX - Dynamics Diagnosis and Control Group, IT Tuxtla Gutiérrez, Tecnológico Nacional de México,Chiapas,Mexico","institution_ids":["https://openalex.org/I3084848766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059592132","display_name":"Julio-Alberto Guzm\u00e1n-Rabasa","orcid":"https://orcid.org/0000-0002-2104-6345"},"institutions":[{"id":"https://openalex.org/I4210147794","display_name":"Universidad Polit\u00e9cnica de Chiapas","ror":"https://ror.org/04ena6v85","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210147794"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Julio-Alberto Guzm\u00e1n-Rabasa","raw_affiliation_strings":["Universidad Politécnica de Chiapas,Suchiapa,Mexico,29150"],"affiliations":[{"raw_affiliation_string":"Universidad Politécnica de Chiapas,Suchiapa,Mexico,29150","institution_ids":["https://openalex.org/I4210147794"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5039771855"],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46792646,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.8460000157356262,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.8460000157356262,"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":0.022700000554323196,"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"}},{"id":"https://openalex.org/T10740","display_name":"Wind Turbine Control Systems","score":0.020800000056624413,"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/redundancy","display_name":"Redundancy (engineering)","score":0.6227999925613403},{"id":"https://openalex.org/keywords/kriging","display_name":"Kriging","score":0.6144000291824341},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6115999817848206},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5871999859809875},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5669999718666077},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5245000123977661},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5162000060081482},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.49300000071525574}],"concepts":[{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6227999925613403},{"id":"https://openalex.org/C81692654","wikidata":"https://www.wikidata.org/wiki/Q225926","display_name":"Kriging","level":2,"score":0.6144000291824341},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6115999817848206},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5871999859809875},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5669999718666077},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5245000123977661},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5162000060081482},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.49300000071525574},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4675000011920929},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4401000142097473},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.42089998722076416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41359999775886536},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.3896999955177307},{"id":"https://openalex.org/C71813955","wikidata":"https://www.wikidata.org/wiki/Q503560","display_name":"Ground-penetrating radar","level":3,"score":0.3499999940395355},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33980000019073486},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3084000051021576},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3041999936103821},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.2937000095844269},{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28130000829696655},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2549000084400177}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/systol66549.2025.11267355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/systol66549.2025.11267355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 6th International Conference on Control and Fault-Tolerant Systems (SysTol)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/459084","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/459084","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference lecture"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/459084","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/459084","pdf_url":null,"source":{"id":"https://openalex.org/S4210207057","display_name":"QRU Quaderns de Recerca en Urbanisme","issn_l":"2014-9689","issn":["2014-9689","2385-6777"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310322448","host_organization_name":"Q71272178","host_organization_lineage":["https://openalex.org/P4310322448"],"host_organization_lineage_names":["Q71272178"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference lecture"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3025668325","display_name":null,"funder_award_id":"RB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G3429648993","display_name":null,"funder_award_id":"PID202","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"},{"id":"https://openalex.org/G6660225447","display_name":null,"funder_award_id":"co-financed","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G7980526161","display_name":null,"funder_award_id":"PID2020-114244RB-I00","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8881224404","display_name":null,"funder_award_id":"MINECO PID2020-114244RB-I00","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1988499271","https://openalex.org/W2018635485","https://openalex.org/W2113307062","https://openalex.org/W2804446681","https://openalex.org/W2899360057","https://openalex.org/W3018215136","https://openalex.org/W3126685764","https://openalex.org/W3165290795","https://openalex.org/W4288769395","https://openalex.org/W4307715680","https://openalex.org/W4315700881","https://openalex.org/W4392667284","https://openalex.org/W6940778650"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,70,87],"hybrid":[4],"fault":[5,99,114,124],"diagnosis":[6,115],"approach":[7,83],"for":[8],"wind":[9,90],"turbines":[10],"that":[11],"integrates":[12],"structural":[13],"analysis":[14],"through":[15],"Analytical":[16],"Redundancy":[17],"Relations":[18],"(ARRs)":[19],"with":[20,62],"datadriven":[21],"modeling":[22],"using":[23,69],"Gaussian":[24],"Process":[25],"Regression":[26],"(GPR).":[27],"The":[28,81],"proposed":[29,82],"method":[30],"leverages":[31],"the":[32,36,104,113],"physical":[33],"structure":[34],"of":[35,72],"system":[37],"to":[38,50],"define":[39],"input-output":[40],"dependencies":[41],"and":[42,65,75,108,118],"trains":[43],"GPR":[44,63],"estimators":[45],"on":[46,86],"fault-free":[47],"operational":[48],"data":[49],"predict":[51],"key":[52],"subsystem":[53],"outputs.":[54],"Residuals":[55],"are":[56,67,101],"computed":[57],"by":[58],"comparing":[59],"sensor":[60],"measurements":[61],"predictions,":[64],"faults":[66],"detected":[68],"combination":[71],"interval-based":[73],"thresholds":[74],"Cumulative":[76],"Sum":[77],"(CUSUM)":[78],"control":[79],"charts.":[80],"is":[84],"validated":[85],"simulated":[88],"5-MW":[89],"turbine":[91],"benchmark":[92],"model":[93],"under":[94],"realistic":[95],"operating":[96],"conditions.":[97],"Various":[98],"scenarios":[100],"injected":[102],"in":[103],"pitch":[105],"actuator,":[106],"drivetrain,":[107],"generator":[109],"subsystems.":[110],"Results":[111],"demonstrate":[112],"accuracy,":[116],"robustness,":[117],"early":[119],"detection":[120],"capability":[121],"across":[122],"diverse":[123],"types.":[125]},"counts_by_year":[],"updated_date":"2026-04-04T08:04:53.788161","created_date":"2025-12-03T00:00:00"}