{"id":"https://openalex.org/W7127617898","doi":"https://doi.org/10.37547/tajet/volume08issue01-19","title":"Hybrid Modeling And Digital Twin Integration For Predictive Quality Control And Resource Optimization In Smart Knitted Fabric","display_name":"Hybrid Modeling And Digital Twin Integration For Predictive Quality Control And Resource Optimization In Smart Knitted Fabric","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127617898","doi":"https://doi.org/10.37547/tajet/volume08issue01-19"},"language":"en","primary_location":{"id":"doi:10.37547/tajet/volume08issue01-19","doi":"https://doi.org/10.37547/tajet/volume08issue01-19","is_oa":true,"landing_page_url":"https://doi.org/10.37547/tajet/volume08issue01-19","pdf_url":"https://www.theamericanjournals.com/index.php/tajet/article/download/7367/6718/10708","source":{"id":"https://openalex.org/S4210219720","display_name":"The American Journal of Engineering And Technology","issn_l":"2689-0984","issn":["2689-0984"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Journal of Engineering and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.theamericanjournals.com/index.php/tajet/article/download/7367/6718/10708","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075270190","display_name":"Sherzod Korabayev","orcid":"https://orcid.org/0000-0003-1220-5276","observed_orcids":["https://orcid.org/0000-0003-1220-5276"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sherzod Korabayev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117489233","display_name":"Xusanxon Bobojanov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405260308","display_name":"Namangan davlat texnika universiteti","ror":"https://ror.org/03j90c872","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4405260308"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Xusanxon Bobojanov","raw_affiliation_strings":["Namangan State Technical University , Namangan , Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Namangan State Technical University , Namangan , Uzbekistan","institution_ids":["https://openalex.org/I4405260308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080194649","display_name":"Jahongir Soloxiddinov","orcid":"https://orcid.org/0000-0002-1513-1260","observed_orcids":["https://orcid.org/0000-0002-1513-1260"]},"institutions":[{"id":"https://openalex.org/I4405260308","display_name":"Namangan davlat texnika universiteti","ror":"https://ror.org/03j90c872","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4405260308"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Jakhongir Soloxiddinov","raw_affiliation_strings":["Namangan State Technical University , Namangan , Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Namangan State Technical University , Namangan , Uzbekistan","institution_ids":["https://openalex.org/I4405260308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125039081","display_name":"Zoxitjon Inomov","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405260308","display_name":"Namangan davlat texnika universiteti","ror":"https://ror.org/03j90c872","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4405260308"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Zoxitjon Inomov","raw_affiliation_strings":["Namangan State Technical University , Namangan , Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Namangan State Technical University , Namangan , Uzbekistan","institution_ids":["https://openalex.org/I4405260308"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121208176","display_name":"Sherzod Boltabayev","orcid":"https://orcid.org/0009-0009-8591-2255","observed_orcids":["https://orcid.org/0009-0009-8591-2255"]},"institutions":[{"id":"https://openalex.org/I4405260308","display_name":"Namangan davlat texnika universiteti","ror":"https://ror.org/03j90c872","country_code":"UZ","type":"education","lineage":["https://openalex.org/I4405260308"]}],"countries":["UZ"],"is_corresponding":false,"raw_author_name":"Sherzod Boltabayev","raw_affiliation_strings":["Namangan State Technical University , Namangan , Uzbekistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Namangan State Technical University , Namangan , Uzbekistan","institution_ids":["https://openalex.org/I4405260308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"1","first_page":"201","last_page":"211"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9976000189781189,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9976000189781189,"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/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":0.00039999998989515007,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digital-twin","display_name":"digital twin","score":0.8659999966621399},{"id":"https://openalex.org/keywords/flat-knitting","display_name":"flat knitting","score":0.5910000205039978},{"id":"https://openalex.org/keywords/fault-prediction","display_name":"fault prediction","score":0.7900000214576721},{"id":"https://openalex.org/keywords/yarn-mechanics","display_name":"yarn mechanics","score":0.8140000104904175},{"id":"https://openalex.org/keywords/loop-formation","display_name":"loop formation","score":0.7379999756813049},{"id":"https://openalex.org/keywords/finite-element-analysis","display_name":"finite element analysis","score":0.7590000033378601},{"id":"https://openalex.org/keywords/multi-objective-genetic-algorithm","display_name":"multi-objective genetic algorithm","score":0.8080000281333923},{"id":"https://openalex.org/keywords/resource-optimization","display_name":"resource optimization","score":0.8339999914169312},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"energy consumption","score":0.7149999737739563},{"id":"https://openalex.org/keywords/machine-scheduling","display_name":"machine scheduling","score":0.875},{"id":"https://openalex.org/keywords/iot-sensors","display_name":"IoT sensors","score":0.9039999842643738},{"id":"https://openalex.org/keywords/statistical-process-control","display_name":"statistical process control","score":0.7509999871253967},{"id":"https://openalex.org/keywords/quality-control","display_name":"quality control","score":0.722000002861023},{"id":"https://openalex.org/keywords/industry-4-0","display_name":"Industry 4.0","score":0.8569999933242798},{"id":"https://openalex.org/keywords/textile-industry","display_name":"textile industry","score":0.8289999961853027}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5792999863624573},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5149000287055969},{"id":"https://openalex.org/C2778787235","wikidata":"https://www.wikidata.org/wiki/Q49007","display_name":"Yarn","level":2,"score":0.512499988079071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49970000982284546},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4941999912261963},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4165000021457672},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.37619999051094055},{"id":"https://openalex.org/C113644684","wikidata":"https://www.wikidata.org/wiki/Q1356717","display_name":"Statistical process control","level":3,"score":0.3720000088214874},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.34610000252723694},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3416000008583069},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.33629998564720154},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3292999863624573},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.3208000063896179},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C115952470","wikidata":"https://www.wikidata.org/wiki/Q332172","display_name":"Process optimization","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C2780682718","wikidata":"https://www.wikidata.org/wiki/Q16321575","display_name":"Production control","level":3,"score":0.29010000824928284},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.28700000047683716},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.2797999978065491},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.2784999907016754},{"id":"https://openalex.org/C2780841897","wikidata":"https://www.wikidata.org/wiki/Q25349015","display_name":"Digital manufacturing","level":2,"score":0.2782000005245209},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.272599995136261},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.2621999979019165},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25529998540878296},{"id":"https://openalex.org/C2777921763","wikidata":"https://www.wikidata.org/wiki/Q1043936","display_name":"Computer-aided process planning","level":3,"score":0.2529999911785126}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.37547/tajet/volume08issue01-19","doi":"https://doi.org/10.37547/tajet/volume08issue01-19","is_oa":true,"landing_page_url":"https://doi.org/10.37547/tajet/volume08issue01-19","pdf_url":"https://www.theamericanjournals.com/index.php/tajet/article/download/7367/6718/10708","source":{"id":"https://openalex.org/S4210219720","display_name":"The American Journal of Engineering And Technology","issn_l":"2689-0984","issn":["2689-0984"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Journal of Engineering and Technology","raw_type":"journal-article"},{"id":"pmh:oai:ojs2.www.theamericanjournals.com:article/7367","doi":null,"is_oa":true,"landing_page_url":"https://theamericanjournals.com/index.php/tajet/article/view/7367","pdf_url":"https://theamericanjournals.com/index.php/tajet/article/download/7367/6718/11027","source":{"id":"https://openalex.org/S4210219720","display_name":"The American Journal of Engineering And Technology","issn_l":"2689-0984","issn":["2689-0984"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2689-0984","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.37547/tajet/volume08issue01-19","doi":"https://doi.org/10.37547/tajet/volume08issue01-19","is_oa":true,"landing_page_url":"https://doi.org/10.37547/tajet/volume08issue01-19","pdf_url":"https://www.theamericanjournals.com/index.php/tajet/article/download/7367/6718/10708","source":{"id":"https://openalex.org/S4210219720","display_name":"The American Journal of Engineering And Technology","issn_l":"2689-0984","issn":["2689-0984"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The American Journal of Engineering and Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.5925999879837036,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7127617898.pdf","grobid_xml":"https://content.openalex.org/works/W7127617898.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W4417467581"],"related_works":["https://openalex.org/W4389942031","https://openalex.org/W4412622092","https://openalex.org/W4387311840","https://openalex.org/W2664227089","https://openalex.org/W7163890769","https://openalex.org/W4410794193","https://openalex.org/W7117575792","https://openalex.org/W7129220989","https://openalex.org/W4206215683","https://openalex.org/W7223179045"],"abstract_inverted_index":{"This":[0,240],"research":[1],"presents":[2],"a":[3,17,42,62,76,126,225,233,243],"comprehensive":[4],"hybrid-modeling":[5],"framework":[6,56],"that":[7],"integrates":[8],"physics-based":[9,63],"simulations":[10],"with":[11,176],"machine":[12,188],"learning":[13,79],"algorithms":[14,103],"to":[15,52,86,104],"establish":[16],"predictive":[18,145],"digital":[19,116,211,255],"twin":[20,117,212,256],"for":[21,246],"smart":[22],"knitted":[23,140],"fabric":[24],"manufacturing.":[25],"The":[26,55,115,193],"system":[27,148],"addresses":[28],"critical":[29],"challenges":[30],"in":[31,125,152,228,236,250],"quality":[32,174],"prediction,":[33],"resource":[34,113],"optimization,":[35,269],"and":[36,70,96,112,120,190,202,232,266,275],"process":[37,221,264],"parameter":[38,164,191],"control":[39,222],"by":[40,169,184],"creating":[41,271],"virtual":[43],"replica":[44],"of":[45,58,195],"the":[46,147,210,260],"entire":[47],"production":[48,84,107,128,230,268],"chain\u2014from":[49],"yarn":[50,68,167],"input":[51],"finished":[53],"fabric.":[54],"consists":[57],"three":[59],"interconnected":[60],"modules:":[61],"finite":[64],"element":[65],"model":[66],"simulating":[67],"mechanics":[69],"loop":[71],"formation":[72],"dynamics":[73],"during":[74],"knitting;":[75],"data-driven":[77],"deep":[78],"module":[80],"trained":[81],"on":[82,92],"historical":[83],"data":[85,207],"predict":[87],"defect":[88,154,177],"occurrence":[89],"probability":[90],"based":[91],"real-time":[93,206],"sensor":[94],"inputs;":[95],"an":[97],"optimization":[98,165],"engine":[99],"using":[100,130],"multi-objective":[101],"genetic":[102],"balance":[105],"competing":[106],"objectives":[108],"including":[109,198],"quality,":[110],"speed,":[111],"consumption.":[114],"was":[118],"implemented":[119],"validated":[121],"over":[122],"six":[123],"months":[124],"pilot":[127],"facility":[129],"four":[131],"LONG":[132],"XING":[133],"SM-252":[134],"flat":[135],"knitting":[136],"machines":[137],"producing":[138],"technical":[139],"fabrics.":[141],"Results":[142],"demonstrate":[143],"unprecedented":[144],"capabilities:":[146],"achieved":[149],"94.7%":[150],"accuracy":[151],"predicting":[153],"occurrences":[155],"15":[156],"minutes":[157],"before":[158],"manifestation,":[159],"enabling":[160],"proactive":[161],"intervention.":[162],"Process":[163],"reduced":[166],"waste":[168],"23.8%":[170],"while":[171],"maintaining":[172],"product":[173],"standards":[175],"rates":[178],"below":[179],"0.5%.":[180],"Energy":[181],"consumption":[182],"decreased":[183],"18.2%":[185],"through":[186],"optimized":[187],"scheduling":[189],"adjustments.":[192],"integration":[194],"IoT":[196],"sensors":[197,204],"tension,":[199],"vibration,":[200],"thermal":[201],"visual":[203],"provided":[205],"streams":[208],"updating":[209],"at":[213],"1-second":[214],"intervals.":[215],"Comparative":[216],"analysis":[217],"against":[218],"traditional":[219],"statistical":[220],"methods":[223],"showed":[224],"67.3%":[226],"reduction":[227],"quality-related":[229],"stoppages":[231],"41.5%":[234],"improvement":[235],"overall":[237],"equipment":[238],"effectiveness.":[239],"work":[241],"establishes":[242],"practical":[244,267],"roadmap":[245],"Industry":[247],"4.0":[248],"transformation":[249],"textile":[251],"manufacturing,":[252],"demonstrating":[253],"how":[254],"technology":[257],"can":[258],"bridge":[259],"gap":[261],"between":[262],"theoretical":[263],"understanding":[265],"ultimately":[270],"more":[272],"sustainable,":[273],"efficient,":[274],"quality-conscious":[276],"manufacturing":[277],"systems.":[278]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-02-06T00:00:00"}