{"id":"https://openalex.org/W2549030643","doi":"https://doi.org/10.1109/ias.2016.7731965","title":"Current-based fault detection and identification for wind turbine drivetrain gearboxes","display_name":"Current-based fault detection and identification for wind turbine drivetrain gearboxes","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2549030643","doi":"https://doi.org/10.1109/ias.2016.7731965","mag":"2549030643"},"language":"en","primary_location":{"id":"doi:10.1109/ias.2016.7731965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias.2016.7731965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Industry Applications Society Annual Meeting","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/A5078372495","display_name":"Fangzhou Cheng","orcid":"https://orcid.org/0000-0002-7277-6102"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fangzhou Cheng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061434975","display_name":"Yayu Peng","orcid":"https://orcid.org/0000-0002-8027-4663"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yayu Peng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011622919","display_name":"Liyan Qu","orcid":"https://orcid.org/0000-0002-4003-6177"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liyan Qu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100442092","display_name":"Wei Qiao","orcid":"https://orcid.org/0000-0002-7197-4019"},"institutions":[{"id":"https://openalex.org/I114395901","display_name":"University of Nebraska\u2013Lincoln","ror":"https://ror.org/043mer456","country_code":"US","type":"education","lineage":["https://openalex.org/I114395901"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Qiao","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Nebraska-Lincoln, Lincoln, NE, USA","institution_ids":["https://openalex.org/I114395901"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114395901"],"apc_list":null,"apc_paid":null,"fwci":0.8101,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76236668,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13644","display_name":"Control Systems in Engineering","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/drivetrain","display_name":"Drivetrain","score":0.8929674625396729},{"id":"https://openalex.org/keywords/stator","display_name":"Stator","score":0.8252765536308289},{"id":"https://openalex.org/keywords/rotor","display_name":"Rotor (electric)","score":0.72886723279953},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5898827314376831},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5694544911384583},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5512583255767822},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.5415693521499634},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.5382400155067444},{"id":"https://openalex.org/keywords/induction-generator","display_name":"Induction generator","score":0.45940911769866943},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4449547827243805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3914402723312378},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3308221995830536},{"id":"https://openalex.org/keywords/torque","display_name":"Torque","score":0.22890892624855042},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09314969182014465},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0684889554977417}],"concepts":[{"id":"https://openalex.org/C105637607","wikidata":"https://www.wikidata.org/wiki/Q1786258","display_name":"Drivetrain","level":3,"score":0.8929674625396729},{"id":"https://openalex.org/C2776529397","wikidata":"https://www.wikidata.org/wiki/Q190312","display_name":"Stator","level":2,"score":0.8252765536308289},{"id":"https://openalex.org/C17281054","wikidata":"https://www.wikidata.org/wiki/Q193466","display_name":"Rotor (electric)","level":2,"score":0.72886723279953},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5898827314376831},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5694544911384583},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5512583255767822},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.5415693521499634},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5382400155067444},{"id":"https://openalex.org/C98716924","wikidata":"https://www.wikidata.org/wiki/Q752750","display_name":"Induction generator","level":3,"score":0.45940911769866943},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4449547827243805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3914402723312378},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3308221995830536},{"id":"https://openalex.org/C144171764","wikidata":"https://www.wikidata.org/wiki/Q48103","display_name":"Torque","level":2,"score":0.22890892624855042},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09314969182014465},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0684889554977417},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ias.2016.7731965","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ias.2016.7731965","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Industry Applications Society Annual Meeting","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8999999761581421,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1510526001","https://openalex.org/W1584040213","https://openalex.org/W1593831528","https://openalex.org/W1605077306","https://openalex.org/W1618905105","https://openalex.org/W1976062869","https://openalex.org/W1992861174","https://openalex.org/W2013913241","https://openalex.org/W2017331646","https://openalex.org/W2066684879","https://openalex.org/W2076863095","https://openalex.org/W2077082582","https://openalex.org/W2077898824","https://openalex.org/W2090794716","https://openalex.org/W2095779018","https://openalex.org/W2097056315","https://openalex.org/W2102524510","https://openalex.org/W2103568877","https://openalex.org/W2134825574","https://openalex.org/W2137962141","https://openalex.org/W2146272103","https://openalex.org/W2172000360","https://openalex.org/W2342459198","https://openalex.org/W2940882023","https://openalex.org/W6630424276","https://openalex.org/W6636501900","https://openalex.org/W6674585034","https://openalex.org/W6761550553"],"related_works":["https://openalex.org/W2360961134","https://openalex.org/W2382174283","https://openalex.org/W2056603594","https://openalex.org/W2660932584","https://openalex.org/W342500627","https://openalex.org/W2024747160","https://openalex.org/W2073603187","https://openalex.org/W1867939230","https://openalex.org/W3194533468","https://openalex.org/W2282955880"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,99,126],"new":[4],"fault":[5,92,140],"detection":[6,141],"and":[7,29,43,50,59,66,109,142],"identification":[8,143],"framework":[9],"for":[10,91,113],"drivetrain":[11,130],"gearboxes":[12],"of":[13,26,37,53,82],"wind":[14,128],"turbines":[15],"equipped":[16],"with":[17,88],"doubly-fed":[18],"induction":[19],"generators":[20],"(DFIGs)":[21],"based":[22],"on":[23],"the":[24,34,67,80,114,137],"fusion":[25,119],"DFIG":[27,41,57,127],"stator":[28,42,58,101,108],"rotor":[30,44,60,103,110],"current":[31,61,104,111],"signals.":[32],"First,":[33],"characteristic":[35],"frequencies":[36],"gearbox":[38,54],"faults":[39,55],"in":[40,56],"currents":[45],"are":[46,63,73,77,120,133],"analyzed.":[47],"Different":[48,95],"time-":[49],"frequency-domain":[51],"features":[52,72,76],"signals":[62,112],"then":[64],"defined":[65],"methods":[68],"to":[69,135],"extract":[70],"these":[71],"introduced.":[74],"These":[75],"used":[78],"as":[79],"inputs":[81],"multiclass":[83],"support":[84],"vector":[85],"machines":[86],"(SVMs)":[87],"probabilistic":[89],"outputs":[90],"mode":[93],"identification.":[94],"schemes":[96],"that":[97],"use":[98],"single":[100],"or":[102,106,116],"signal":[105],"both":[107],"feature-":[115],"decision-level":[117],"information":[118],"designed.":[121],"Experimental":[122],"results":[123],"obtained":[124],"from":[125],"turbine":[129],"test":[131],"rig":[132],"provided":[134],"validate":[136],"proposed":[138],"current-based":[139],"framework.":[144]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
