{"id":"https://openalex.org/W1997186379","doi":"https://doi.org/10.1049/iet-rpg.2014.0181","title":"Automated on\u2010line fault prognosis for wind turbine pitch systems using supervisory control and data acquisition","display_name":"Automated on\u2010line fault prognosis for wind turbine pitch systems using supervisory control and data acquisition","publication_year":2015,"publication_date":"2015-02-20","ids":{"openalex":"https://openalex.org/W1997186379","doi":"https://doi.org/10.1049/iet-rpg.2014.0181","mag":"1997186379"},"language":"en","primary_location":{"id":"doi:10.1049/iet-rpg.2014.0181","doi":"https://doi.org/10.1049/iet-rpg.2014.0181","is_oa":false,"landing_page_url":"https://doi.org/10.1049/iet-rpg.2014.0181","pdf_url":null,"source":{"id":"https://openalex.org/S42668443","display_name":"IET Renewable Power Generation","issn_l":"1752-1416","issn":["1752-1416","1752-1424"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-2","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Renewable Power Generation","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://durham-repository.worktribe.com/file/1421892/1/Accepted%20Journal%20Article","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Bindi Chen","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bindi Chen","raw_affiliation_strings":["School of Engineering and Computing Sciences Durham University Durham DH1 3LE UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Computing Sciences Durham University Durham DH1 3LE UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002156926","display_name":"Peter Matthews","orcid":"https://orcid.org/0000-0002-4180-350X","observed_orcids":["https://orcid.org/0000-0002-4180-350X"]},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter C. Matthews","raw_affiliation_strings":["School of Engineering and Computing Sciences Durham University Durham DH1 3LE UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Computing Sciences Durham University Durham DH1 3LE UK","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113519962","display_name":"Peter Tavner","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Peter J. Tavner","raw_affiliation_strings":["School of Engineering and Computing Sciences Durham University Durham DH1 3LE UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Computing Sciences Durham University Durham DH1 3LE UK","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113519962"],"corresponding_institution_ids":["https://openalex.org/I190082696"],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":6.1728,"has_fulltext":true,"cited_by_count":77,"citation_normalized_percentile":{"value":0.96235984,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"9","issue":"5","first_page":"503","last_page":"513"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.8931000232696533,"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":0.8931000232696533,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.05860000103712082,"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/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/wind-turbine-pitch-system","display_name":"wind turbine pitch system","score":0.8410000205039978},{"id":"https://openalex.org/keywords/fault-prognostics","display_name":"fault prognosis","score":0.8019999861717224},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"adaptive neuro-fuzzy inference system","score":0.8960000276565552},{"id":"https://openalex.org/keywords/expert-systems","display_name":"expert systems","score":0.5580000281333923},{"id":"https://openalex.org/keywords/variable-pitch-wind-turbine","display_name":"variable pitch wind turbine","score":0.7990000247955322},{"id":"https://openalex.org/keywords/wind-turbine-reliability","display_name":"wind turbine reliability","score":0.6539999842643738},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"condition monitoring","score":0.48100000619888306}],"concepts":[{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6898775696754456},{"id":"https://openalex.org/C92991967","wikidata":"https://www.wikidata.org/wiki/Q7644329","display_name":"Supervisory control","level":3,"score":0.6613700985908508},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5884254574775696},{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.5800807476043701},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.5283447504043579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5099138021469116},{"id":"https://openalex.org/C163985040","wikidata":"https://www.wikidata.org/wiki/Q1172399","display_name":"Data acquisition","level":2,"score":0.4973459541797638},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4397912919521332},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.42082852125167847},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.40807127952575684},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.36151179671287537},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.275601863861084},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1220303475856781},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11902987957000732},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.06983506679534912},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06639322638511658},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05586293339729309},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1049/iet-rpg.2014.0181","doi":"https://doi.org/10.1049/iet-rpg.2014.0181","is_oa":false,"landing_page_url":"https://doi.org/10.1049/iet-rpg.2014.0181","pdf_url":null,"source":{"id":"https://openalex.org/S42668443","display_name":"IET Renewable Power Generation","issn_l":"1752-1416","issn":["1752-1416","1752-1424"],"is_oa":false,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-d","jufo-2","norway-1","oarl","poland-100","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Renewable Power Generation","raw_type":"journal-article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:16531","doi":null,"is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/16531/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IET renewable power generation, 2015, Vol.9(5), pp.503-513 [Peer Reviewed Journal]","raw_type":"Article"},{"id":"pmh:oai:https://durham-repository.worktribe.com/:1421892","doi":null,"is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1421892","pdf_url":"https://durham-repository.worktribe.com/file/1421892/1/Accepted%20Journal%20Article","source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:https://durham-repository.worktribe.com/:1421892","doi":null,"is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1421892","pdf_url":"https://durham-repository.worktribe.com/file/1421892/1/Accepted%20Journal%20Article","source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5690000057220459},{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5378999710083008}],"study_designs":[],"awards":[{"id":"https://openalex.org/G128030055","display_name":"SUPERGEN WIND ENERGY TECHNOLOGIES-CORE, Towards the Offshore Wind Power Station","funder_award_id":"EP/H018662/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6808596332","display_name":"Supergen Wind Hub","funder_award_id":"EP/L014106/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1997186379.pdf","grobid_xml":"https://content.openalex.org/works/W1997186379.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W14167439","https://openalex.org/W42224677","https://openalex.org/W142716606","https://openalex.org/W176866113","https://openalex.org/W920804878","https://openalex.org/W1177669654","https://openalex.org/W1483924689","https://openalex.org/W1527152867","https://openalex.org/W1948629215","https://openalex.org/W1991070939","https://openalex.org/W2009637664","https://openalex.org/W2013116202","https://openalex.org/W2028346582","https://openalex.org/W2029917935","https://openalex.org/W2042641006","https://openalex.org/W2060487089","https://openalex.org/W2083755244","https://openalex.org/W2127064699","https://openalex.org/W2135663228","https://openalex.org/W2168291854","https://openalex.org/W2182730812","https://openalex.org/W3111261632","https://openalex.org/W4234528511"],"related_works":["https://openalex.org/W2159704748","https://openalex.org/W58494929","https://openalex.org/W4200062369","https://openalex.org/W2781907610","https://openalex.org/W2028346582","https://openalex.org/W2887965859","https://openalex.org/W4310114987","https://openalex.org/W2991393119","https://openalex.org/W2885324690","https://openalex.org/W2396427259"],"abstract_inverted_index":{"Current":[0],"wind":[1],"turbine":[2],"(WT)":[3],"studies":[4],"focus":[5],"on":[6,34],"improving":[7],"their":[8],"reliability":[9],"and":[10,25,42,85,151,185],"reducing":[11],"the":[12,54,74,82,121,138,166,169,190],"cost":[13,76],"of":[14,53,62,81,89,127,141,145,162,168,176,189],"energy,":[15],"particularly":[16],"when":[17],"WTs":[18],"are":[19,78,179],"operated":[20],"offshore.":[21],"A":[22],"supervisory":[23],"control":[24],"data":[26,83,109,140],"acquisition":[27],"(SCADA)":[28],"system":[29,119],"is":[30,193],"a":[31,47,102,113,174,186],"standard":[32],"installation":[33],"larger":[35],"WTs,":[36,157],"monitoring":[37],"all":[38],"major":[39],"WT":[40,107],"sub\u2010assemblies":[41],"providing":[43],"important":[44],"information.":[45],"Ideally,":[46],"WT's":[48],"health":[49],"condition":[50],"or":[51],"state":[52],"components":[55],"can":[56,92],"be":[57,93],"deduced":[58],"through":[59],"rigorous":[60],"analysis":[61,184],"SCADA":[63,108,163],"data.":[64],"Several":[65],"programmes":[66],"have":[67],"been":[68,135],"made":[69],"for":[70,105,171],"that":[71,91],"purposes;":[72],"however,":[73],"resulting":[75],"savings":[77],"limited":[79],"because":[80],"complexity":[84],"relatively":[86],"low":[87],"number":[88],"failures":[90],"easily":[94],"detected":[95],"in":[96],"early":[97],"stages.":[98],"This":[99],"study":[100,188],"proposes":[101],"new":[103],"method":[104],"analysing":[106],"by":[110],"using":[111,181],"an":[112],"priori":[114],"knowledge\u2010based":[115],"adaptive":[116],"neuro\u2010fuzzy":[117],"inference":[118],"with":[120,158],"aim":[122],"to":[123,137,173,195],"achieve":[124],"automated":[125],"detection":[126],"significant":[128],"pitch":[129,139],"faults.":[130],"The":[131],"proposed":[132],"approach":[133,170],"has":[134],"applied":[136],"two":[142,159,191],"different":[143,160],"designs":[144],"26":[146],"variable":[147,149,153],"pitch,":[148,154],"speed":[150,156],"22":[152],"fixed":[155],"types":[161],"system,":[164],"demonstrating":[165],"adaptability":[167],"application":[172],"variety":[175],"techniques.":[177],"Results":[178],"evaluated":[180],"confusion":[182],"matrix":[183],"comparison":[187],"tests":[192],"addressed":[194],"draw":[196],"conclusions.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":7}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
