{"id":"https://openalex.org/W4391995295","doi":"https://doi.org/10.1080/0951192x.2024.2314792","title":"Production digital twin: a systematic literature review of challenges","display_name":"Production digital twin: a systematic literature review of challenges","publication_year":2024,"publication_date":"2024-02-21","ids":{"openalex":"https://openalex.org/W4391995295","doi":"https://doi.org/10.1080/0951192x.2024.2314792"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2024.2314792","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2024.2314792","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/A5093969533","display_name":"Slimane Kerrouchi","orcid":"https://orcid.org/0000-0003-1025-6678"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Slimane Kerrouchi","raw_affiliation_strings":["Department of Industrial Systems Engineering and Product Design, Ghent University, Gent-Zwijnaarde, Belgium","Industrial Systems Engineering (ISyE), Flanders Make vzw, Kortrijk, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-1025-6678","affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Product Design, Ghent University, Gent-Zwijnaarde, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Industrial Systems Engineering (ISyE), Flanders Make vzw, Kortrijk, Belgium","institution_ids":["https://openalex.org/I4210116480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034176707","display_name":"El\u2010Houssaine Aghezzaf","orcid":"https://orcid.org/0000-0003-3849-2218"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"El-Houssaine Aghezzaf","raw_affiliation_strings":["Department of Industrial Systems Engineering and Product Design, Ghent University, Gent-Zwijnaarde, Belgium","Industrial Systems Engineering (ISyE), Flanders Make vzw, Kortrijk, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-3849-2218","affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Product Design, Ghent University, Gent-Zwijnaarde, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Industrial Systems Engineering (ISyE), Flanders Make vzw, Kortrijk, Belgium","institution_ids":["https://openalex.org/I4210116480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019349561","display_name":"Johannes Cottyn","orcid":"https://orcid.org/0000-0002-1668-3331"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]},{"id":"https://openalex.org/I4210116480","display_name":"Flanders Make (Belgium)","ror":"https://ror.org/02ndjfz59","country_code":"BE","type":"company","lineage":["https://openalex.org/I4210116480"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Johannes Cottyn","raw_affiliation_strings":["Department of Industrial Systems Engineering and Product Design, Ghent University, Gent-Zwijnaarde, Belgium","Industrial Systems Engineering (ISyE), Flanders Make vzw, Kortrijk, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-1668-3331","affiliations":[{"raw_affiliation_string":"Department of Industrial Systems Engineering and Product Design, Ghent University, Gent-Zwijnaarde, Belgium","institution_ids":["https://openalex.org/I32597200"]},{"raw_affiliation_string":"Industrial Systems Engineering (ISyE), Flanders Make vzw, Kortrijk, Belgium","institution_ids":["https://openalex.org/I4210116480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093969533"],"corresponding_institution_ids":["https://openalex.org/I32597200","https://openalex.org/I4210116480"],"apc_list":null,"apc_paid":null,"fwci":3.926,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.93320834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"37","issue":"10-11","first_page":"1168","last_page":"1193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9994000196456909,"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":0.9994000196456909,"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/clarity","display_name":"CLARITY","score":0.7346437573432922},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart manufacturing","score":0.7004944086074829},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5678271055221558},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5357469916343689},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5250451564788818},{"id":"https://openalex.org/keywords/industry-4.0","display_name":"Industry 4.0","score":0.4821455180644989},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45944416522979736},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.45754098892211914},{"id":"https://openalex.org/keywords/industrial-revolution","display_name":"Industrial Revolution","score":0.435089647769928},{"id":"https://openalex.org/keywords/conceptual-framework","display_name":"Conceptual framework","score":0.43175265192985535},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.4162934720516205},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.372962087392807},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3221585154533386},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.2551431655883789},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.164860337972641},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12576133012771606},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11791220307350159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09658828377723694},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.07938116788864136}],"concepts":[{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.7346437573432922},{"id":"https://openalex.org/C2988642114","wikidata":"https://www.wikidata.org/wiki/Q25112020","display_name":"Smart manufacturing","level":2,"score":0.7004944086074829},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5678271055221558},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5357469916343689},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5250451564788818},{"id":"https://openalex.org/C2777986313","wikidata":"https://www.wikidata.org/wiki/Q1661989","display_name":"Industry 4.0","level":2,"score":0.4821455180644989},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45944416522979736},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.45754098892211914},{"id":"https://openalex.org/C517468935","wikidata":"https://www.wikidata.org/wiki/Q2269","display_name":"Industrial Revolution","level":2,"score":0.435089647769928},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.43175265192985535},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.4162934720516205},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.372962087392807},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3221585154533386},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.2551431655883789},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.164860337972641},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12576133012771606},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11791220307350159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09658828377723694},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.07938116788864136},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/0951192x.2024.2314792","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2024.2314792","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:archive.ugent.be:01HRQ41ETE0T32ZA4D4Z7VWRT9","is_oa":false,"landing_page_url":"http://hdl.handle.net/1854/LU-01HRQ41ETE0T32ZA4D4Z7VWRT9","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1362-3052","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W165207608","https://openalex.org/W2016123827","https://openalex.org/W2049757356","https://openalex.org/W2067404301","https://openalex.org/W2346505350","https://openalex.org/W2560941667","https://openalex.org/W2736552576","https://openalex.org/W2755214325","https://openalex.org/W2757110387","https://openalex.org/W2783918566","https://openalex.org/W2786100634","https://openalex.org/W2789444712","https://openalex.org/W2803846774","https://openalex.org/W2804780212","https://openalex.org/W2890904471","https://openalex.org/W2892987124","https://openalex.org/W2910597635","https://openalex.org/W2964916802","https://openalex.org/W2966906878","https://openalex.org/W2982689699","https://openalex.org/W2982936646","https://openalex.org/W2988359971","https://openalex.org/W2998430056","https://openalex.org/W3001408455","https://openalex.org/W3008425632","https://openalex.org/W3012041784","https://openalex.org/W3036600965","https://openalex.org/W3081679370","https://openalex.org/W3087040445","https://openalex.org/W3092647364","https://openalex.org/W3116941392","https://openalex.org/W3127166206","https://openalex.org/W3137644293","https://openalex.org/W3155432897","https://openalex.org/W3174898043","https://openalex.org/W3179161450","https://openalex.org/W3195676313","https://openalex.org/W3199437441","https://openalex.org/W3201197062","https://openalex.org/W3204693698","https://openalex.org/W3209318672","https://openalex.org/W3209398723","https://openalex.org/W3213039526","https://openalex.org/W3214564282","https://openalex.org/W4205788220","https://openalex.org/W4205849845","https://openalex.org/W4207055770","https://openalex.org/W4220831070","https://openalex.org/W4240996198","https://openalex.org/W4281386128","https://openalex.org/W4285098908","https://openalex.org/W4285217283","https://openalex.org/W4292506936","https://openalex.org/W4293248069","https://openalex.org/W4315750677","https://openalex.org/W4376624766"],"related_works":["https://openalex.org/W2915585365","https://openalex.org/W3095709909","https://openalex.org/W4391221684","https://openalex.org/W2605859962","https://openalex.org/W3184091693","https://openalex.org/W2954215131","https://openalex.org/W4387261294","https://openalex.org/W2970339841","https://openalex.org/W2789411814","https://openalex.org/W4319589406"],"abstract_inverted_index":{"The":[0,136],"manufacturing":[1,14],"industry":[2],"is":[3],"entering":[4],"the":[5,13,24,40,46,49,70,77,103,121,132,143],"fourth":[6],"industrial":[7,64],"revolution,":[8,29],"which":[9],"aims":[10],"to":[11,16,42,56,120],"shift":[12],"paradigm":[15],"data-driven":[17],"smart":[18],"manufacturing.":[19],"Many":[20],"barriers":[21],"still":[22],"limit":[23],"adoption":[25],"of":[26,48,72],"this":[27,53,73],"new":[28],"although":[30],"enabling":[31],"technologies":[32],"such":[33],"as":[34],"a":[35,57,81,88,110],"digital":[36,50,105,123],"twin":[37,51,106,124],"(DT)":[38],"have":[39],"potential":[41,104],"overcome":[43],"them.":[44],"Since":[45],"appearance":[47],"technology,":[52],"has":[54],"led":[55],"significant":[58,67],"increase":[59],"in":[60,94],"academic":[61],"publications":[62],"and":[63,87,92,96,101,108,117,146],"applications.":[65],"However,":[66],"challenges":[68,107],"facing":[69],"implementation":[71],"technology":[74],"stem":[75],"from":[76],"emergent":[78],"field":[79],"stage,":[80],"need":[82,89],"for":[83,90],"more":[84],"comprehensive":[85],"information,":[86],"clarity":[91],"consistency":[93],"definitions":[95],"concepts.":[97],"This":[98],"review":[99],"identifies":[100],"categorizes":[102],"provides":[109],"novel":[111],"conceptual":[112],"framework":[113],"that":[114,130],"structures":[115],"them":[116,119],"links":[118],"principal":[122],"components,":[125],"along":[126],"with":[127],"an":[128],"example":[129],"elucidates":[131],"proposed":[133],"framework\u2019s":[134],"utilization.":[135],"emerging":[137],"relationships":[138],"unveil":[139],"interesting":[140],"insights":[141],"into":[142],"current":[144],"status":[145],"future":[147],"research":[148],"requirements.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
