{"id":"https://openalex.org/W7125922611","doi":"https://doi.org/10.1061/9780784486436.118","title":"Defect Detection and Quality Control in 3D-Printed Construction Elements Using High-Resolution 3D Scanning and Deep Learning Models","display_name":"Defect Detection and Quality Control in 3D-Printed Construction Elements Using High-Resolution 3D Scanning and Deep Learning Models","publication_year":2026,"publication_date":"2026-01-28","ids":{"openalex":"https://openalex.org/W7125922611","doi":"https://doi.org/10.1061/9780784486436.118"},"language":null,"primary_location":{"id":"doi:10.1061/9780784486436.118","is_oa":false,"landing_page_url":"https://doi.org/10.1061/9780784486436.118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Civil Engineering 2025","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/A5092936427","display_name":"Seyedali Mirmotalebi","orcid":null},"institutions":[{"id":"https://openalex.org/I2799967260","display_name":"Tver State University","ror":"https://ror.org/03c8qq315","country_code":"RU","type":"education","lineage":["https://openalex.org/I2799967260"]},{"id":"https://openalex.org/I35777872","display_name":"North Carolina Agricultural and Technical State University","ror":"https://ror.org/02aze4h65","country_code":"US","type":"education","lineage":["https://openalex.org/I35777872"]}],"countries":["RU","US"],"is_corresponding":true,"raw_author_name":"Seyedali Mirmotalebi","raw_affiliation_strings":["A&T State Univ"],"affiliations":[{"raw_affiliation_string":"A&T State Univ","institution_ids":["https://openalex.org/I35777872","https://openalex.org/I2799967260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102631759","display_name":"Hyosoo Moon","orcid":null},"institutions":[{"id":"https://openalex.org/I2799967260","display_name":"Tver State University","ror":"https://ror.org/03c8qq315","country_code":"RU","type":"education","lineage":["https://openalex.org/I2799967260"]},{"id":"https://openalex.org/I35777872","display_name":"North Carolina Agricultural and Technical State University","ror":"https://ror.org/02aze4h65","country_code":"US","type":"education","lineage":["https://openalex.org/I35777872"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Hyosoo Moon","raw_affiliation_strings":["A&T State Univ"],"affiliations":[{"raw_affiliation_string":"A&T State Univ","institution_ids":["https://openalex.org/I35777872","https://openalex.org/I2799967260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032893994","display_name":"Raymond Tesiero","orcid":null},"institutions":[{"id":"https://openalex.org/I2799967260","display_name":"Tver State University","ror":"https://ror.org/03c8qq315","country_code":"RU","type":"education","lineage":["https://openalex.org/I2799967260"]},{"id":"https://openalex.org/I35777872","display_name":"North Carolina Agricultural and Technical State University","ror":"https://ror.org/02aze4h65","country_code":"US","type":"education","lineage":["https://openalex.org/I35777872"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Raymond Tesiero","raw_affiliation_strings":["A&T State Univ"],"affiliations":[{"raw_affiliation_string":"A&T State Univ","institution_ids":["https://openalex.org/I35777872","https://openalex.org/I2799967260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121944919","display_name":"Sadia Jahan Noor","orcid":null},"institutions":[{"id":"https://openalex.org/I2799967260","display_name":"Tver State University","ror":"https://ror.org/03c8qq315","country_code":"RU","type":"education","lineage":["https://openalex.org/I2799967260"]},{"id":"https://openalex.org/I35777872","display_name":"North Carolina Agricultural and Technical State University","ror":"https://ror.org/02aze4h65","country_code":"US","type":"education","lineage":["https://openalex.org/I35777872"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Sadia Jahan Noor","raw_affiliation_strings":["A&T State Univ"],"affiliations":[{"raw_affiliation_string":"A&T State Univ","institution_ids":["https://openalex.org/I35777872","https://openalex.org/I2799967260"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5092936427"],"corresponding_institution_ids":["https://openalex.org/I2799967260","https://openalex.org/I35777872"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.44773075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1111","last_page":"1120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12190","display_name":"Innovations in Concrete and Construction Materials","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T12190","display_name":"Innovations in Concrete and Construction Materials","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.01119999960064888,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.007499999832361937,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/modular-design","display_name":"Modular design","score":0.7684000134468079},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6656000018119812},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5936999917030334},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.5616000294685364},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5583000183105469},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5388000011444092},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5206000208854675}],"concepts":[{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.7684000134468079},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6656000018119812},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5936999917030334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.592199981212616},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.5616000294685364},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5583000183105469},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5388000011444092},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5206000208854675},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5088000297546387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4169999957084656},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.33489999175071716},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.33489999175071716},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3296999931335449},{"id":"https://openalex.org/C3019493240","wikidata":"https://www.wikidata.org/wiki/Q94701573","display_name":"3d scanning","level":2,"score":0.3278999924659729},{"id":"https://openalex.org/C2984185122","wikidata":"https://www.wikidata.org/wiki/Q1309431","display_name":"Structural integrity","level":2,"score":0.31690001487731934},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.296999990940094},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.29649999737739563},{"id":"https://openalex.org/C71405471","wikidata":"https://www.wikidata.org/wiki/Q757012","display_name":"Quality management","level":3,"score":0.29019999504089355},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.28450000286102295},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2727999985218048},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.263700008392334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/9780784486436.118","is_oa":false,"landing_page_url":"https://doi.org/10.1061/9780784486436.118","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Civil Engineering 2025","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2886568155","https://openalex.org/W3019728132","https://openalex.org/W3155783559","https://openalex.org/W3214916683","https://openalex.org/W4200436912","https://openalex.org/W4224055972","https://openalex.org/W4366496530","https://openalex.org/W4393124322","https://openalex.org/W4399697055","https://openalex.org/W4400520849","https://openalex.org/W4404195044"],"related_works":[],"abstract_inverted_index":{"3D":[0,63,108],"printing":[1],"is":[2],"transforming":[3],"the":[4,20,78,121],"construction":[5],"industry,":[6],"particularly":[7],"in":[8,129],"modular":[9,146],"housing,":[10],"by":[11],"enabling":[12],"customizable,":[13],"efficient,":[14],"and":[15,41,48,57,86,104,124,142],"cost-effective":[16],"production.":[17],"However,":[18],"maintaining":[19],"quality":[21,81,127],"of":[22,126],"3D-printed":[23,145],"concrete":[24],"walls":[25],"remains":[26],"a":[27,106,135],"significant":[28],"challenge":[29],"due":[30],"to":[31],"common":[32],"defects":[33,60],"such":[34,59],"as":[35],"layer":[36],"height":[37],"inconsistencies,":[38],"voids,":[39],"clumps,":[40],"surface":[42],"collapses,":[43],"which":[44],"compromise":[45],"structural":[46],"integrity":[47],"appearance.":[49],"This":[50,117],"study":[51],"investigates":[52],"advanced":[53],"methods":[54],"for":[55,95,101,113,137],"detecting":[56],"classifying":[58],"using":[61],"high-resolution":[62],"scanning":[64],"integrated":[65,118],"with":[66,74],"deep":[67],"learning":[68],"models.":[69],"By":[70],"comparing":[71],"scanned":[72],"structures":[73],"original":[75],"design":[76],"files,":[77],"system":[79],"enhances":[80],"control,":[82],"reduces":[83],"material":[84],"waste,":[85],"supports":[87],"sustainability":[88],"goals.":[89],"The":[90,132],"methodology":[91],"introduces":[92],"percentile-based":[93],"thresholds":[94],"defect":[96,115],"classification,":[97],"adjusts":[98],"mesh":[99],"resolution":[100],"improved":[102],"alignment,":[103],"employs":[105],"voxel-based":[107],"convolutional":[109],"neural":[110],"network":[111],"(CNN)":[112],"accurate":[114],"localization.":[116],"approach":[119],"increases":[120],"scalability,":[122],"precision,":[123],"automation":[125],"assurance":[128],"additive":[130],"manufacturing.":[131],"research":[133],"provides":[134],"foundation":[136],"developing":[138],"safer,":[139],"more":[140],"durable,":[141],"environmentally":[143],"responsible":[144],"homes.":[147]},"counts_by_year":[],"updated_date":"2026-01-29T23:17:01.242718","created_date":"2026-01-29T00:00:00"}