{"id":"https://openalex.org/W4392369505","doi":"https://doi.org/10.3390/s24051663","title":"Detection Transformer with Multi-Scale Fusion Attention Mechanism for Aero-Engine Turbine Blade Cast Defect Detection Considering Comprehensive Features","display_name":"Detection Transformer with Multi-Scale Fusion Attention Mechanism for Aero-Engine Turbine Blade Cast Defect Detection Considering Comprehensive Features","publication_year":2024,"publication_date":"2024-03-04","ids":{"openalex":"https://openalex.org/W4392369505","doi":"https://doi.org/10.3390/s24051663","pmid":"https://pubmed.ncbi.nlm.nih.gov/38475200"},"language":"en","primary_location":{"id":"doi:10.3390/s24051663","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24051663","pdf_url":"https://www.mdpi.com/1424-8220/24/5/1663/pdf?version=1709556590","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/5/1663/pdf?version=1709556590","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090635831","display_name":"Han-Bing Zhang","orcid":"https://orcid.org/0009-0000-5992-1777"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han-Bing Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4210096899"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100350830","display_name":"Chunyan Zhang","orcid":"https://orcid.org/0000-0001-8961-2051"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chun-Yan Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4210096899"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051571876","display_name":"De-Jun Cheng","orcid":"https://orcid.org/0009-0005-0258-012X"},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"De-Jun Cheng","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4210096899"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101051406","display_name":"Kaili Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai-Li Zhou","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4210096899"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;","institution_ids":["https://openalex.org/I4210096899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112310172","display_name":"Zhiying Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Ying Sun","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China","institution_ids":["https://openalex.org/I4210096899"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University of Science and Technology, Zhenjiang 212003, China;","institution_ids":["https://openalex.org/I4210096899"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100350830"],"corresponding_institution_ids":["https://openalex.org/I4210096899"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":6.6771,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.97232162,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"24","issue":"5","first_page":"1663","last_page":"1663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9879000186920166,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9869999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5993402004241943},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5157954692840576},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4920003116130829},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.483447402715683},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.45743682980537415},{"id":"https://openalex.org/keywords/aero-engine","display_name":"Aero engine","score":0.4480550289154053},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.446232408285141},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42642679810523987},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2547909915447235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5993402004241943},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5157954692840576},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4920003116130829},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.483447402715683},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.45743682980537415},{"id":"https://openalex.org/C2985438705","wikidata":"https://www.wikidata.org/wiki/Q743004","display_name":"Aero engine","level":2,"score":0.4480550289154053},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.446232408285141},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42642679810523987},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2547909915447235},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24051663","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24051663","pdf_url":"https://www.mdpi.com/1424-8220/24/5/1663/pdf?version=1709556590","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38475200","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38475200","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10934526","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10934526","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10934526/pdf/sensors-24-01663.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:5883ff1782854e138a6c79cc150b7805","is_oa":true,"landing_page_url":"https://doaj.org/article/5883ff1782854e138a6c79cc150b7805","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 5, p 1663 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24051663","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24051663","pdf_url":"https://www.mdpi.com/1424-8220/24/5/1663/pdf?version=1709556590","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1286214122","display_name":null,"funder_award_id":"52205372","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G588475194","display_name":null,"funder_award_id":"52305060 & 52205372","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7819918367","display_name":null,"funder_award_id":"52305060","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"},{"id":"https://openalex.org/F4320321605","display_name":"Government of Jiangsu Province","ror":"https://ror.org/004svx814"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392369505.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1980298574","https://openalex.org/W2031489346","https://openalex.org/W2057676149","https://openalex.org/W2061673187","https://openalex.org/W2086402814","https://openalex.org/W2086796947","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2570343428","https://openalex.org/W2613718673","https://openalex.org/W2743731269","https://openalex.org/W2752782242","https://openalex.org/W2791002084","https://openalex.org/W2884585870","https://openalex.org/W2889874857","https://openalex.org/W2891336752","https://openalex.org/W2899263051","https://openalex.org/W2902484414","https://openalex.org/W2939600114","https://openalex.org/W2963037989","https://openalex.org/W2963351448","https://openalex.org/W2967755740","https://openalex.org/W2970264523","https://openalex.org/W2989604896","https://openalex.org/W3007260230","https://openalex.org/W3021950390","https://openalex.org/W3034713821","https://openalex.org/W3096609285","https://openalex.org/W3106250896","https://openalex.org/W3160261825","https://openalex.org/W4205560314","https://openalex.org/W4211237505","https://openalex.org/W4281926869","https://openalex.org/W4307823382","https://openalex.org/W4309625974","https://openalex.org/W4313252134","https://openalex.org/W4360838197","https://openalex.org/W4376565668","https://openalex.org/W4378714868","https://openalex.org/W4379106369","https://openalex.org/W4386076325","https://openalex.org/W4391130601","https://openalex.org/W4391434183","https://openalex.org/W6755399808","https://openalex.org/W6853228104"],"related_works":["https://openalex.org/W2362167128","https://openalex.org/W132219086","https://openalex.org/W1963862887","https://openalex.org/W2978112805","https://openalex.org/W2355013214","https://openalex.org/W2371923828","https://openalex.org/W2371727003","https://openalex.org/W1964909551","https://openalex.org/W2376706998","https://openalex.org/W3197970745"],"abstract_inverted_index":{"Casting":[0],"defects":[1,46],"in":[2,32,42,162],"turbine":[3,189],"blades":[4,18],"can":[5,211],"significantly":[6],"reduce":[7],"an":[8,110,163],"aero-engine's":[9],"service":[10],"life":[11],"and":[12,47,129,148,177,217],"cause":[13],"secondary":[14],"damage":[15],"to":[16,21,52,95,120,143,169,198],"the":[17,97,104,172,182,200],"when":[19],"exposed":[20],"harsh":[22],"environments.":[23],"Therefore,":[24],"casting":[25],"defect":[26,37,54,63,154,191,220],"detection":[27,38,55,64,74,155,221],"plays":[28],"a":[29,60,73,77,86,135],"crucial":[30],"role":[31],"enhancing":[33,152],"aircraft":[34],"performance.":[35],"Existing":[36],"methods":[39],"face":[40],"challenges":[41],"effectively":[43,102,212],"detecting":[44],"multi-scale":[45,78,136,153,214,219],"handling":[48],"imbalanced":[49,98,175],"datasets,":[50],"leading":[51],"unsatisfactory":[53],"results.":[56],"In":[57],"this":[58,208],"work,":[59],"novel":[61,87],"blade":[62,190],"method":[65,69,92,210],"is":[66,70,93,118,141,160,196],"proposed.":[67],"This":[68],"based":[71],"on":[72],"transformer":[75],"with":[76],"fusion":[79,138],"attention":[80],"mechanism,":[81],"considering":[82],"comprehensive":[83],"features.":[84],"Firstly,":[85],"joint":[88],"data":[89],"augmentation":[90],"(JDA)":[91],"constructed":[94],"alleviate":[96],"dataset":[99,195],"issue":[100,173],"by":[101],"increasing":[103],"number":[105],"of":[106,174],"sample":[107],"data.":[108],"Then,":[109],"attention-based":[111,165],"channel-adaptive":[112],"weighting":[113],"(ACAW)":[114],"feature":[115,127,132,137],"enhancement":[116],"module":[117,140],"established":[119],"fully":[121],"apply":[122],"complementary":[123],"information":[124,147],"among":[125],"different":[126],"channels,":[128],"further":[130,170],"refine":[131],"representations.":[133],"Consequently,":[134],"(MFF)":[139],"proposed":[142,201,209],"integrate":[144,213],"high-dimensional":[145],"semantic":[146],"low-level":[149],"representation":[150],"features,":[151],"precision.":[156,222],"Moreover,":[157],"R-Focal":[158],"loss":[159],"developed":[161],"MFF":[164],"DEtection":[166],"TRansformer":[167],"(DETR)":[168],"solve":[171],"datasets":[176],"accelerate":[178],"model":[179],"convergence":[180],"using":[181],"random":[183],"hyper-parameters":[184],"search":[185],"strategy.":[186],"An":[187],"aero-engine":[188],"X-ray":[192],"(ATBDX)":[193],"image":[194,215],"applied":[197],"validate":[199],"method.":[202],"The":[203],"comparative":[204],"results":[205],"demonstrate":[206],"that":[207],"features":[216],"enhance":[218]},"counts_by_year":[{"year":2026,"cited_by_count":11},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
