{"id":"https://openalex.org/W3110860842","doi":"https://doi.org/10.1080/0951192x.2020.1852600","title":"Digital twin-enabled smart industrial systems: a bibliometric review","display_name":"Digital twin-enabled smart industrial systems: a bibliometric review","publication_year":2020,"publication_date":"2020-12-16","ids":{"openalex":"https://openalex.org/W3110860842","doi":"https://doi.org/10.1080/0951192x.2020.1852600","mag":"3110860842"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2020.1852600","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2020.1852600","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":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://nottingham-repository.worktribe.com/output/6848671","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072266988","display_name":"Maria Pia Ciano","orcid":"https://orcid.org/0000-0002-3816-9982"},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Maria Pia Ciano","raw_affiliation_strings":["Universit\u00e0 Carlo Cattaneo - LIUC","School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6120-8620","affiliations":[{"raw_affiliation_string":"Universit\u00e0 Carlo Cattaneo - LIUC","institution_ids":["https://openalex.org/I2802304065"]},{"raw_affiliation_string":"School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032837226","display_name":"Rossella Pozzi","orcid":"https://orcid.org/0000-0001-6610-3545"},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Rossella Pozzi","raw_affiliation_strings":["Universit\u00e0 Carlo Cattaneo - LIUC","School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e0 Carlo Cattaneo - LIUC","institution_ids":["https://openalex.org/I2802304065"]},{"raw_affiliation_string":"School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044542517","display_name":"Tommaso Rossi","orcid":"https://orcid.org/0000-0002-8002-0604"},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Rossi","raw_affiliation_strings":["Universit\u00e0 Carlo Cattaneo - LIUC","School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8002-0604","affiliations":[{"raw_affiliation_string":"Universit\u00e0 Carlo Cattaneo - LIUC","institution_ids":["https://openalex.org/I2802304065"]},{"raw_affiliation_string":"School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085133599","display_name":"Fernanda Strozzi","orcid":"https://orcid.org/0000-0003-0995-8824"},"institutions":[{"id":"https://openalex.org/I2802304065","display_name":"University Carlo Cattaneo","ror":"https://ror.org/045x2ah69","country_code":"IT","type":"education","lineage":["https://openalex.org/I2802304065"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fernanda Strozzi","raw_affiliation_strings":["Universit\u00e0 Carlo Cattaneo - LIUC","School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0995-8824","affiliations":[{"raw_affiliation_string":"Universit\u00e0 Carlo Cattaneo - LIUC","institution_ids":["https://openalex.org/I2802304065"]},{"raw_affiliation_string":"School of Industrial Engineering, Universit\u00e0 Carlo Cattaneo - LIUC, Castellanza, Italy","institution_ids":["https://openalex.org/I2802304065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072266988"],"corresponding_institution_ids":["https://openalex.org/I2802304065"],"apc_list":null,"apc_paid":null,"fwci":4.5653,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.94959026,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"34","issue":"7-8","first_page":"690","last_page":"708"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9983000159263611,"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":0.9983000159263611,"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/context","display_name":"Context (archaeology)","score":0.640068769454956},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6340851783752441},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6147097945213318},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5660731196403503},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart manufacturing","score":0.5502550005912781},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3407188653945923},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21799540519714355},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.13500839471817017},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1194595992565155}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.640068769454956},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6340851783752441},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6147097945213318},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5660731196403503},{"id":"https://openalex.org/C2988642114","wikidata":"https://www.wikidata.org/wiki/Q25112020","display_name":"Smart manufacturing","level":2,"score":0.5502550005912781},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3407188653945923},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21799540519714355},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.13500839471817017},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1194595992565155},{"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/0951192x.2020.1852600","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2020.1852600","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:arl.liuc.it:2468/7073","is_oa":false,"landing_page_url":"http://arl.liuc.it/dspace/handle/2468/7073","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articolo in rivista internazionale referenziata"},{"id":"pmh:oai:nottingham-repository.worktribe.com:6848671","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/6848671","pdf_url":null,"source":{"id":"https://openalex.org/S4306402481","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:nottingham-repository.worktribe.com:6848671","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/6848671","pdf_url":null,"source":{"id":"https://openalex.org/S4306402481","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","score":0.44999998807907104,"display_name":"Responsible consumption and production"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W66053595","https://openalex.org/W834273721","https://openalex.org/W1521478692","https://openalex.org/W1602301441","https://openalex.org/W1767272795","https://openalex.org/W1845903142","https://openalex.org/W1979491143","https://openalex.org/W1980316873","https://openalex.org/W1987337578","https://openalex.org/W1999939110","https://openalex.org/W2023136833","https://openalex.org/W2032614950","https://openalex.org/W2094189035","https://openalex.org/W2106023598","https://openalex.org/W2108366027","https://openalex.org/W2139064381","https://openalex.org/W2155046806","https://openalex.org/W2244063221","https://openalex.org/W2295939521","https://openalex.org/W2317992223","https://openalex.org/W2322987107","https://openalex.org/W2346505350","https://openalex.org/W2461982181","https://openalex.org/W2482127302","https://openalex.org/W2521497315","https://openalex.org/W2526187616","https://openalex.org/W2531237699","https://openalex.org/W2565281388","https://openalex.org/W2581964379","https://openalex.org/W2597150627","https://openalex.org/W2605181596","https://openalex.org/W2605428484","https://openalex.org/W2607234710","https://openalex.org/W2612083024","https://openalex.org/W2735797103","https://openalex.org/W2740370869","https://openalex.org/W2746518050","https://openalex.org/W2755214325","https://openalex.org/W2757110387","https://openalex.org/W2765598251","https://openalex.org/W2782236978","https://openalex.org/W2783918566","https://openalex.org/W2786100634","https://openalex.org/W2794202219","https://openalex.org/W2800627515","https://openalex.org/W2801310769","https://openalex.org/W2806878106","https://openalex.org/W2811029414","https://openalex.org/W2884767975","https://openalex.org/W2885039642","https://openalex.org/W2886975879","https://openalex.org/W2887832455","https://openalex.org/W2888630976","https://openalex.org/W2890916696","https://openalex.org/W2893366679","https://openalex.org/W2895023296","https://openalex.org/W2897776890","https://openalex.org/W2900615132","https://openalex.org/W2900640916","https://openalex.org/W2901031999","https://openalex.org/W2901708346","https://openalex.org/W2901904052","https://openalex.org/W2904307031","https://openalex.org/W2910258701","https://openalex.org/W2912115945","https://openalex.org/W2912236723","https://openalex.org/W2913718901","https://openalex.org/W2914665344","https://openalex.org/W2951709229","https://openalex.org/W2963453445","https://openalex.org/W3161192096","https://openalex.org/W4205530313","https://openalex.org/W4211244701","https://openalex.org/W4254260317","https://openalex.org/W4255909237"],"related_works":["https://openalex.org/W2012842278","https://openalex.org/W2366740900","https://openalex.org/W2041392336","https://openalex.org/W2375013349","https://openalex.org/W2052907849","https://openalex.org/W4205850036","https://openalex.org/W2019533095","https://openalex.org/W2914077049","https://openalex.org/W2892330724","https://openalex.org/W4386091406"],"abstract_inverted_index":{"The":[0,64,95],"aim":[1,46],"of":[2,10,47,72,130,144,154,166],"this":[3,53,183],"study":[4],"is":[5],"to":[6,52,74,163],"investigate":[7],"the":[8,45,49,70,75,79,86,99,102,112,124,128,131,137,142,151,164,171,177,185],"body":[9,143],"literature":[11,145,178],"on":[12,67,111,146,179],"digital":[13,113,147,180,186],"twins,":[14],"exploring,":[15],"in":[16,20,127,176,194],"particular,":[17,150],"their":[18],"role":[19,126],"enabling":[21,125],"smart":[22,167],"industrial":[23,133,168],"systems.":[24],"This":[25],"review":[26],"adopts":[27],"a":[28],"dynamic":[29],"and":[30,40,56,60,92,104,118,157,197],"quantitative":[31],"bibliometric":[32],"method":[33],"including":[34],"works":[35],"citations,":[36],"keywords":[37,41],"co-occurrence":[38,83],"networks,":[39],"burst":[42,96],"detection":[43,97],"with":[44],"clarifying":[48],"main":[50,80],"contributions":[51,73],"research":[54,107,110,173],"area":[55],"highlighting":[57],"prevalent":[58,87,138],"topics":[59],"trends":[61,103],"over":[62],"time.":[63],"analysis":[65,100],"performed":[66],"citations":[68],"traces":[69],"backbone":[71],"topic,":[76],"visible":[77],"within":[78],"path.":[81],"Keywords":[82],"networks":[84],"depict":[85],"issues":[88,139,153],"addressed,":[89],"tools":[90],"implemented,":[91],"application":[93,193],"areas.":[94],"completes":[98],"identifying":[101],"most":[105],"recent":[106],"areas":[108],"characterizing":[109],"twin":[114,187],"topic.Decision-making,":[115],"process":[116],"design,":[117],"life":[119],"cycle":[120],"as":[121,123,136],"well":[122],"adoption":[129],"latest":[132,172],"paradigms":[134],"emerge":[135],"addressed":[140],"by":[141],"twins.":[148,181],"In":[149,182],"up-to-date":[152],"real-time":[155],"systems":[156],"industry":[158],"4.0":[159],"technologies,":[160],"closely":[161],"related":[162],"concept":[165],"systems,":[169],"characterize":[170],"trajectories":[174],"identified":[175],"context,":[184],"can":[188],"find":[189],"new":[190],"opportunities":[191],"for":[192],"manufacturing,":[195],"control,":[196],"services.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}