{"id":"https://openalex.org/W4403277283","doi":"https://doi.org/10.1109/tii.2024.3456397","title":"Improving the High-Quality Product Consistency in a Digital Manufacturing Environment","display_name":"Improving the High-Quality Product Consistency in a Digital Manufacturing Environment","publication_year":2024,"publication_date":"2024-10-09","ids":{"openalex":"https://openalex.org/W4403277283","doi":"https://doi.org/10.1109/tii.2024.3456397"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3456397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3456397","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5101870328","display_name":"Abhik Banerjee","orcid":"https://orcid.org/0000-0003-4660-4507"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Abhik Banerjee","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076445596","display_name":"Kaneez Fizza","orcid":"https://orcid.org/0000-0002-4521-6935"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kaneez Fizza","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043216071","display_name":"Dimitrios Georgakopoulos","orcid":"https://orcid.org/0000-0001-7880-2140"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dimitrios Georgakopoulos","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015356348","display_name":"Abdur Rahim Mohammad Forkan","orcid":"https://orcid.org/0000-0003-0237-1705"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abdur Rahim Mohammad Forkan","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071564719","display_name":"Prem Prakash Jayaraman","orcid":"https://orcid.org/0000-0003-4500-3443"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Prem Prakash Jayaraman","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006775137","display_name":"Josip Karabotic Milovac","orcid":null},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Josip Karabotic Milovac","raw_affiliation_strings":["Swinburne University of Technology, Melbourne, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101870328"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":null,"apc_paid":null,"fwci":0.7327,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75269602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"21","issue":"1","first_page":"623","last_page":"632"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.967199981212616,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.967199981212616,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9575999975204468,"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/quality","display_name":"Quality (philosophy)","score":0.6193363666534424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5577349662780762},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5504197478294373},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5266249775886536},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4559205174446106},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.4252833127975464},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31501221656799316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12061724066734314},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1006927490234375}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6193363666534424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5577349662780762},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5504197478294373},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5266249775886536},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4559205174446106},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4252833127975464},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31501221656799316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12061724066734314},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1006927490234375},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3456397","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3456397","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W818564445","https://openalex.org/W1983985379","https://openalex.org/W2007324743","https://openalex.org/W2033139319","https://openalex.org/W2037924503","https://openalex.org/W2039226061","https://openalex.org/W2065755444","https://openalex.org/W2067578371","https://openalex.org/W2093733173","https://openalex.org/W2130029438","https://openalex.org/W2154014663","https://openalex.org/W2519174163","https://openalex.org/W2727628648","https://openalex.org/W2890098390","https://openalex.org/W2897453418","https://openalex.org/W2914749924","https://openalex.org/W2953121811","https://openalex.org/W2964399674","https://openalex.org/W2971136000","https://openalex.org/W3207596659","https://openalex.org/W4315777261","https://openalex.org/W4396521119","https://openalex.org/W6790587931"],"related_works":["https://openalex.org/W1603736412","https://openalex.org/W4304185162","https://openalex.org/W2061685118","https://openalex.org/W3006282800","https://openalex.org/W2462100143","https://openalex.org/W2084978036","https://openalex.org/W2390631662","https://openalex.org/W4240703725","https://openalex.org/W381496026","https://openalex.org/W4399634508"],"abstract_inverted_index":{"Producing":[0],"high-quality":[1,25,176],"product":[2,37,64,85,117,136,218,223],"consistently":[3,178],"is":[4,28,44],"crucial":[5],"in":[6,150,174,186,202,220],"manufacturing,":[7],"as":[8],"discarding":[9],"or":[10,143],"reprocessing":[11],"low-quality":[12],"products":[13,27,177],"increases":[14],"waste":[15],"and":[16,19,39,56,66,87,90,97,123,138,158,166,207,213,225,228],"energy":[17],"consumption":[18],"reduces":[20],"overall":[21],"production":[22,54,59,121,146,185,229],"efficiency.":[23,230],"Ensuring":[24],"manufactured":[26],"challenging":[29],"due":[30],"to":[31,115,129],"relying":[32],"on":[33],"human":[34],"activities":[35],"for":[36],"quality":[38,65,86,118,137,224],"related":[40,67,88,139,226],"consistency":[41,68,89,140,227],"assessment,":[42],"which":[43],"often":[45],"performed":[46],"postproduction":[47],"instead":[48],"of":[49,198,222],"assessing":[50],"these":[51],"during":[52,119,144,184],"each":[53],"run":[55],"making":[57],"real-time":[58],"adjustments":[60],"that":[61,80,134,170],"can":[62,112],"mitigate":[63,135],"issues.":[69],"In":[70,101,191],"this":[71,103,107,192],"article,":[72,193],"we":[73,194],"proposes":[74],"a":[75,187,203],"novel":[76,108],"machine-state":[77,109],"learner":[78,110],"algorithm":[79,111],"captures":[81],"the":[82,94,120,145,199],"dependencies":[83],"between":[84],"machine":[91,95,131,151],"data":[92,153,156],"(specifically":[93],"settings":[96],"corresponding":[98],"sensor":[99],"data).":[100],"addition,":[102],"article":[104],"shows":[105],"how":[106,124],"be":[113],"used":[114,128],"predict":[116],"runs":[122],"such":[125],"prediction":[126,165],"are":[127,160],"make":[130],"setting":[132],"recommendations":[133,183],"issues":[141],"before":[142],"runs.":[147],"These":[148],"advances":[149],"state-based":[152],"modeling,":[154],"predictive":[155],"analysis":[157],"recommendation":[159],"incorporated":[161],"into":[162],"an":[163,196],"inline":[164],"decision":[167],"support":[168],"system":[169],"achieves":[171],"significant":[172],"improvement":[173],"producing":[175],"by":[179],"guiding":[180],"decision-making":[181],"via":[182],"digital":[188],"manufacturing":[189,205],"environment.":[190],"present":[195],"evaluation":[197],"above":[200],"contributions":[201],"real-world":[204],"plant":[206],"yield":[208],"double":[209],"digit":[210],"first":[211],"pass":[212,217],"nearly":[214],"perfect":[215],"second":[216],"improvements":[219],"terms":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
