{"id":"https://openalex.org/W7118605940","doi":"https://doi.org/10.1109/indin64977.2025.11279169","title":"Dual-Path Contrastive Learning For Wind Turbine Icing Detection","display_name":"Dual-Path Contrastive Learning For Wind Turbine Icing Detection","publication_year":2025,"publication_date":"2025-07-12","ids":{"openalex":"https://openalex.org/W7118605940","doi":"https://doi.org/10.1109/indin64977.2025.11279169"},"language":null,"primary_location":{"id":"doi:10.1109/indin64977.2025.11279169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","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/A5122241438","display_name":"Aili Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I132369690","display_name":"Tianjin University of Science and Technology","ror":"https://ror.org/018rbtf37","country_code":"CN","type":"education","lineage":["https://openalex.org/I132369690"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Aili Xu","raw_affiliation_strings":["School of Computer Science and Engineering Tianjin University of Technology,TianJin,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Tianjin University of Technology,TianJin,China","institution_ids":["https://openalex.org/I132369690","https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089425894","display_name":"Jiamei Zhou","orcid":"https://orcid.org/0009-0009-5520-8785"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I132369690","display_name":"Tianjin University of Science and Technology","ror":"https://ror.org/018rbtf37","country_code":"CN","type":"education","lineage":["https://openalex.org/I132369690"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiamei Zhou","raw_affiliation_strings":["School of Computer Science and Engineering Tianjin University of Technology,TianJin,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Tianjin University of Technology,TianJin,China","institution_ids":["https://openalex.org/I132369690","https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055396989","display_name":"Xu Cheng","orcid":"https://orcid.org/0000-0002-9559-7721"},"institutions":[{"id":"https://openalex.org/I132369690","display_name":"Tianjin University of Science and Technology","ror":"https://ror.org/018rbtf37","country_code":"CN","type":"education","lineage":["https://openalex.org/I132369690"]},{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Cheng","raw_affiliation_strings":["School of Computer Science and Engineering Tianjin University of Technology,TianJin,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Tianjin University of Technology,TianJin,China","institution_ids":["https://openalex.org/I132369690","https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122051376","display_name":"Fan Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]},{"id":"https://openalex.org/I132369690","display_name":"Tianjin University of Science and Technology","ror":"https://ror.org/018rbtf37","country_code":"CN","type":"education","lineage":["https://openalex.org/I132369690"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Shi","raw_affiliation_strings":["School of Computer Science and Engineering Tianjin University of Technology,TianJin,China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering Tianjin University of Technology,TianJin,China","institution_ids":["https://openalex.org/I132369690","https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122221778","display_name":"Yongming Han","orcid":null},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]},{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongming Han","raw_affiliation_strings":["College of Information Science &amp; Technology Beijing University of Chemical Technology,Beijing,China"],"affiliations":[{"raw_affiliation_string":"College of Information Science &amp; Technology Beijing University of Chemical Technology,Beijing,China","institution_ids":["https://openalex.org/I75390827","https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107920399","display_name":"Guoqian Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I39333907","display_name":"Yanshan University","ror":"https://ror.org/02txfnf15","country_code":"CN","type":"education","lineage":["https://openalex.org/I39333907"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoqian Jiang","raw_affiliation_strings":["School of Electrical Engineering Yanshan University,Hebei,China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering Yanshan University,Hebei,China","institution_ids":["https://openalex.org/I39333907"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5122241438"],"corresponding_institution_ids":["https://openalex.org/I132369690","https://openalex.org/I136765683"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75771781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12696","display_name":"Icing and De-icing Technologies","score":0.9833999872207642,"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"}},"topics":[{"id":"https://openalex.org/T12696","display_name":"Icing and De-icing Technologies","score":0.9833999872207642,"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T12682","display_name":"Smart Materials for Construction","score":0.0019000000320374966,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/icing","display_name":"Icing","score":0.9329000115394592},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6754999756813049},{"id":"https://openalex.org/keywords/icing-conditions","display_name":"Icing conditions","score":0.6424999833106995},{"id":"https://openalex.org/keywords/aerodynamics","display_name":"Aerodynamics","score":0.5072000026702881},{"id":"https://openalex.org/keywords/turbine-blade","display_name":"Turbine blade","score":0.5037999749183655},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.4984999895095825},{"id":"https://openalex.org/keywords/accretion","display_name":"Accretion (finance)","score":0.4507000148296356}],"concepts":[{"id":"https://openalex.org/C2781439067","wikidata":"https://www.wikidata.org/wiki/Q5986479","display_name":"Icing","level":2,"score":0.9329000115394592},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6754999756813049},{"id":"https://openalex.org/C2778241976","wikidata":"https://www.wikidata.org/wiki/Q12060664","display_name":"Icing conditions","level":3,"score":0.6424999833106995},{"id":"https://openalex.org/C13393347","wikidata":"https://www.wikidata.org/wiki/Q8424","display_name":"Aerodynamics","level":2,"score":0.5072000026702881},{"id":"https://openalex.org/C20381859","wikidata":"https://www.wikidata.org/wiki/Q829511","display_name":"Turbine blade","level":3,"score":0.5037999749183655},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.4984999895095825},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.48500001430511475},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.4740000069141388},{"id":"https://openalex.org/C2776401274","wikidata":"https://www.wikidata.org/wiki/Q3756855","display_name":"Accretion (finance)","level":2,"score":0.4507000148296356},{"id":"https://openalex.org/C100086909","wikidata":"https://www.wikidata.org/wiki/Q193010","display_name":"Wind tunnel","level":2,"score":0.3961000144481659},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3865000009536743},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3725999891757965},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.36329999566078186},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.3626999855041504},{"id":"https://openalex.org/C161067210","wikidata":"https://www.wikidata.org/wiki/Q1464943","display_name":"Wind speed","level":2,"score":0.329800009727478},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.3240000009536743},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3102000057697296},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.2815999984741211},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2711000144481659},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.26600000262260437},{"id":"https://openalex.org/C2982719155","wikidata":"https://www.wikidata.org/wiki/Q25584060","display_name":"Energy source","level":3,"score":0.2563000023365021}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin64977.2025.11279169","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin64977.2025.11279169","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 23rd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7775235772132874,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2586716774","https://openalex.org/W2783323081","https://openalex.org/W2803498273","https://openalex.org/W2808496542","https://openalex.org/W2921707992","https://openalex.org/W2962914239","https://openalex.org/W2963608065","https://openalex.org/W2981841850","https://openalex.org/W3009883635","https://openalex.org/W3049338348","https://openalex.org/W3129469040","https://openalex.org/W3140699518","https://openalex.org/W3175099672","https://openalex.org/W3175581607","https://openalex.org/W3189124218","https://openalex.org/W4210665260","https://openalex.org/W4282928985","https://openalex.org/W4309332682","https://openalex.org/W4361271286","https://openalex.org/W4376619401","https://openalex.org/W4382883421","https://openalex.org/W4385366707","https://openalex.org/W4392456757","https://openalex.org/W4396731209"],"related_works":[],"abstract_inverted_index":{"Wind":[0],"energy,":[1],"characterized":[2],"by":[3],"its":[4,15,113,207],"clean":[5],"and":[6,18,44,82,116,130,164,170,210],"replenishable":[7],"nature,":[8],"is":[9],"increasingly":[10],"used":[11],"worldwide":[12],"due":[13],"to":[14,140,176],"environmental":[16],"friendliness":[17],"wide":[19],"distribution":[20],"of":[21,46,65,75],"resources.":[22],"However,":[23],"ice":[24,89,183],"accretion":[25,90,184],"on":[26,150],"turbine":[27,109,203],"blades":[28],"in":[29,56,60,93,187,217],"cold":[30,35],"regions,":[31],"often":[32],"resulting":[33,55],"from":[34],"weather":[36],"conditions,":[37],"significantly":[38,51],"impacts":[39],"both":[40,166],"the":[41,61,72,76,99,108,157,179,193,202],"operational":[42,114,208],"performance":[43,64,216],"security":[45],"wind":[47,66,80,84],"energy":[48,62,85],"production,":[49],"which":[50],"increases":[52,79],"maintenance":[53],"costs,":[54,129],"a":[57,94,147,160,188],"significant":[58],"reduction":[59],"output":[63],"turbines.":[67],"Specifically,":[68],"blade":[69,77,100,194],"icing":[70,135,167],"alters":[71],"aerodynamic":[73],"characteristics":[74],"surface,":[78],"resistance,":[81],"reduces":[83],"conversion":[86],"efficiency.":[87],"Furthermore,":[88,182],"may":[91,185],"result":[92,186],"non-uniform":[95,189],"mass":[96,190],"allocation":[97,191],"across":[98,192],"surfaces.":[101,195],"This":[102,154,196],"imbalance":[103,197],"can":[104,198],"induce":[105,199],"vibrations":[106,200],"within":[107,201],"system,":[110,204],"thereby":[111,205],"compromising":[112,206],"stability":[115,209],"structural":[117,211],"integrity.":[118],"The":[119],"key":[120],"challenges":[121],"are":[122],"complex":[123],"sensor":[124],"parameter":[125],"variations,":[126],"high":[127],"labeling":[128],"data":[131,219],"imbalance,":[132],"making":[133],"accurate":[134],"prediction":[136],"difficult.":[137],"In":[138],"order":[139],"tackle":[141],"these":[142],"difficulties,":[143],"this":[144],"study":[145],"introduces":[146],"technique":[148,163],"based":[149],"dual-path":[151,174],"contrastive":[152],"learning.":[153],"method":[155],"balances":[156],"dataset":[158],"using":[159],"sliding":[161],"window":[162],"utilizes":[165],"loss":[168],"features":[169,172],"expert":[171],"for":[173],"processing":[175],"fully":[177],"exploit":[178],"feature":[180],"sets.":[181],"integrity,":[212],"particularly":[213],"exhibiting":[214],"excellent":[215],"handling":[218],"imbalance.":[220]},"counts_by_year":[],"updated_date":"2026-02-23T20:09:44.859080","created_date":"2026-01-08T00:00:00"}
