{"id":"https://openalex.org/W4408970711","doi":"https://doi.org/10.1109/tim.2025.3552874","title":"Enhancing Uniformity Detection in Woven Aeroengine Fan Blades Through Multiscale Feature Interaction","display_name":"Enhancing Uniformity Detection in Woven Aeroengine Fan Blades Through Multiscale Feature Interaction","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408970711","doi":"https://doi.org/10.1109/tim.2025.3552874"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3552874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3552874","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5100553718","display_name":"Xiaokang Ma","orcid":"https://orcid.org/0009-0002-3452-2184"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaokang Ma","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Mechanical and Electrical Engineering, Nanjing University Of Aeronautics And Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0002-3452-2184","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University Of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063968957","display_name":"Chenghan Pu","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenghan Pu","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, Nanjing University Of Aeronautics And Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-1825-0393","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University Of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113431664","display_name":"Ziyu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyu Lin","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, Nanjing University Of Aeronautics And Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0005-8815-7321","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University Of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047390088","display_name":"Zikuan Li","orcid":"https://orcid.org/0000-0001-7471-1188"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zikuan Li","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Computer Science and Technology, Nanjing University Of Aeronautics And Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-7471-1188","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University Of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023994142","display_name":"Qiaoyun Wu","orcid":"https://orcid.org/0000-0003-2337-0664"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiaoyun Wu","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, Hefei, China","School of Artificial Intelligence, Anhui University, China"],"raw_orcid":"https://orcid.org/0000-0003-2337-0664","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100769690","display_name":"Yuan Zhang","orcid":"https://orcid.org/0000-0002-6245-0846"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Zhang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Mechanical and Electrical Engineering, Nanjing University Of Aeronautics And Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-6245-0846","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University Of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100384655","display_name":"Jun Wang","orcid":"https://orcid.org/0000-0001-9223-2615"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Wang","raw_affiliation_strings":["College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Mechanical and Electrical Engineering, Nanjing University Of Aeronautics And Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-9223-2615","affiliations":[{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Mechanical and Electrical Engineering, Nanjing University Of Aeronautics And Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100553718"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":9.5324,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.96718326,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10944","display_name":"Turbomachinery Performance and Optimization","score":0.9729999899864197,"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/T10944","display_name":"Turbomachinery Performance and Optimization","score":0.9729999899864197,"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/T11138","display_name":"Tribology and Lubrication Engineering","score":0.9441999793052673,"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/T11945","display_name":"Heat Transfer Mechanisms","score":0.9262999892234802,"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/feature","display_name":"Feature (linguistics)","score":0.5497631430625916},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.45569270849227905},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4385184347629547},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42312467098236084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40027356147766113},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32737213373184204},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.321771502494812},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29467105865478516},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22101736068725586}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5497631430625916},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.45569270849227905},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4385184347629547},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42312467098236084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40027356147766113},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32737213373184204},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.321771502494812},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29467105865478516},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22101736068725586},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3552874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3552874","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2396892011","display_name":null,"funder_award_id":"52275493","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6767769032","display_name":null,"funder_award_id":"92267201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7588867604","display_name":null,"funder_award_id":"92367301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7614266656","display_name":null,"funder_award_id":"92160301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1964041634","https://openalex.org/W1979332825","https://openalex.org/W2030400847","https://openalex.org/W2054330731","https://openalex.org/W2064747657","https://openalex.org/W2085741518","https://openalex.org/W2291075532","https://openalex.org/W2313964767","https://openalex.org/W2565639579","https://openalex.org/W2949361557","https://openalex.org/W2963351448","https://openalex.org/W2964979676","https://openalex.org/W2987477328","https://openalex.org/W2994615081","https://openalex.org/W3002659630","https://openalex.org/W3015382364","https://openalex.org/W3034971973","https://openalex.org/W3083596169","https://openalex.org/W3094374092","https://openalex.org/W3120718667","https://openalex.org/W3131101341","https://openalex.org/W3172752666","https://openalex.org/W4205834007","https://openalex.org/W4214612132","https://openalex.org/W4224004914","https://openalex.org/W4226202031","https://openalex.org/W4232147755","https://openalex.org/W4285173099","https://openalex.org/W4286543009","https://openalex.org/W4291652831","https://openalex.org/W4312247263","https://openalex.org/W4319880838","https://openalex.org/W4361018227","https://openalex.org/W4387583528","https://openalex.org/W4387872575","https://openalex.org/W4389104722","https://openalex.org/W4390357076","https://openalex.org/W4392207858","https://openalex.org/W4392543763","https://openalex.org/W4396215054","https://openalex.org/W4399040986","https://openalex.org/W4402754006","https://openalex.org/W6868582632"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W2370918718","https://openalex.org/W2256933480","https://openalex.org/W2027854990","https://openalex.org/W2370081953","https://openalex.org/W3188962172","https://openalex.org/W2364428742"],"abstract_inverted_index":{"Woven":[0],"composite":[1],"fan":[2,27,89],"blades":[3],"are":[4],"renowned":[5],"for":[6,82],"their":[7,49],"superior":[8,214],"material":[9],"properties":[10],"and":[11,52,61,104,170,210],"play":[12],"a":[13,31,79,112,145,149,181],"crucial":[14],"role":[15],"in":[16,197],"the":[17,22,24,58,65,84,102,132,139,158,176,205,224],"performance":[18,196,215],"of":[19,26,68,86,107,128,141,190,207],"aeroengines.":[20],"During":[21],"manufacturing,":[23],"uniformity":[25,66,85,114,198],"blade":[28,90],"preforms":[29],"is":[30,131],"critical":[32],"factor":[33],"that":[34],"directly":[35],"affects":[36],"engine":[37],"reliability.":[38],"However,":[39],"it\u2019s":[40],"challenging":[41],"to":[42,48,101,144,173],"accurately":[43],"detect":[44],"interlaced":[45,142,192],"points":[46,143],"due":[47],"dense":[50,119,159,177],"distribution":[51],"varied":[53],"angular":[54,133],"orientations":[55],"caused":[56],"by":[57],"weaving":[59,105],"process":[60],"mechanical":[62],"tension,":[63],"making":[64],"detection":[67,115,121,152,178],"preform":[69,200],"surfaces":[70],"even":[71],"more":[72],"difficult.":[73],"In":[74],"this":[75,129],"article,":[76],"we":[77,93,110],"develop":[78],"novel":[80],"method":[81],"detecting":[83],"woven":[87],"aeroengine":[88],"preforms.":[91,108],"First,":[92],"design":[94],"high-resolution":[95],"surface":[96],"image":[97],"acquisition":[98],"equipment":[99],"tailored":[100],"forming":[103],"characteristics":[106],"Subsequently,":[109],"propose":[111],"two-stage":[113],"framework,":[116],"termed":[117],"hierarchical":[118],"interlaced-point":[120],"framework":[122,130],"(HDID":[123],"Framework).":[124],"The":[125,154],"first":[126],"stage":[127,156],"rectification":[134],"network":[135,162],"(ARNet),":[136],"which":[137,164],"standardizes":[138],"orientation":[140],"horizontal":[146],"alignment":[147],"using":[148],"rotational":[150],"object":[151],"method.":[153],"second":[155],"involves":[157],"feature":[160,167,182],"refinement":[161],"(DFRNet),":[163],"utilizes":[165],"multiscale":[166],"extraction":[168],"modules":[169],"cross-attention":[171],"mechanisms":[172],"effectively":[174],"transform":[175],"problem":[179],"into":[180],"point":[183],"prediction":[184],"task.":[185],"This":[186],"enables":[187],"precise":[188],"identification":[189],"densely":[191],"points,":[193],"ensuring":[194],"robust":[195],"analysis":[199],"detection.":[201],"Ablation":[202],"studies":[203],"verify":[204],"effectiveness":[206],"each":[208],"module,":[209],"comparative":[211],"experiments":[212],"demonstrate":[213],"over":[216],"state-of-the-art":[217],"(SOTA)":[218],"networks.":[219],"Field":[220],"measurements":[221],"further":[222],"validate":[223],"network\u2019s":[225],"practical":[226],"applicability.":[227]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
