{"id":"https://openalex.org/W4385881788","doi":"https://doi.org/10.7148/2023-0451","title":"Digital Twins for Supply Chains: Current Outlook and Future Challenges","display_name":"Digital Twins for Supply Chains: Current Outlook and Future Challenges","publication_year":2023,"publication_date":"2023-06-23","ids":{"openalex":"https://openalex.org/W4385881788","doi":"https://doi.org/10.7148/2023-0451"},"language":"en","primary_location":{"id":"doi:10.7148/2023-0451","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2023-0451","pdf_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0451_dtsm_ecms2023_0068.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0451_dtsm_ecms2023_0068.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047475435","display_name":"Giovanni Lugaresi","orcid":"https://orcid.org/0000-0001-9625-6622"},"institutions":[{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Giovanni Lugaresi","raw_affiliation_strings":["Laboratoire G\u00e9nie Industriel, CentraleSup\u00e9lec 3 Rue Joliot Curie, 91190 Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire G\u00e9nie Industriel, CentraleSup\u00e9lec 3 Rue Joliot Curie, 91190 Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101326765","display_name":"Ziad Jemai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ziad Jemai","raw_affiliation_strings":["Laboratoire G\u00e9nie Industriel, CentraleSup\u00e9lec 3 Rue Joliot Curie, 91190 Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire G\u00e9nie Industriel, CentraleSup\u00e9lec 3 Rue Joliot Curie, 91190 Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077112970","display_name":"Evren \u015eahin","orcid":"https://orcid.org/0000-0001-8257-9500"},"institutions":[{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]},{"id":"https://openalex.org/I280199911","display_name":"Bouygues (France)","ror":"https://ror.org/056185y51","country_code":"FR","type":"company","lineage":["https://openalex.org/I280199911"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Evren Sahin","raw_affiliation_strings":["LGI - Laboratoire G\u00e9nie Industriel (CentraleSup\u00e9lec - B\u00e2timent Bouygues 3 rue Joliot Curie 91190 GIF-SUR-YVETTE - France)"],"affiliations":[{"raw_affiliation_string":"LGI - Laboratoire G\u00e9nie Industriel (CentraleSup\u00e9lec - B\u00e2timent Bouygues 3 rue Joliot Curie 91190 GIF-SUR-YVETTE - France)","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210134356","https://openalex.org/I280199911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047475435"],"corresponding_institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210134356"],"apc_list":null,"apc_paid":null,"fwci":1.451,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.84249287,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"451","last_page":"456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9994999766349792,"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":0.9994999766349792,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9890999794006348,"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/T10164","display_name":"Quality and Supply Management","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.8426077365875244},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.7559289932250977},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.5420739054679871},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5156280398368835},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4631269574165344},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.41755998134613037},{"id":"https://openalex.org/keywords/complexity-management","display_name":"Complexity management","score":0.4117193818092346},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3994002640247345},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3854431211948395},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.339133083820343},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.20063278079032898},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1798085868358612},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1187390685081482}],"concepts":[{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.8426077365875244},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7559289932250977},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5420739054679871},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5156280398368835},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4631269574165344},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.41755998134613037},{"id":"https://openalex.org/C57936825","wikidata":"https://www.wikidata.org/wiki/Q1780925","display_name":"Complexity management","level":2,"score":0.4117193818092346},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3994002640247345},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3854431211948395},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.339133083820343},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.20063278079032898},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1798085868358612},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1187390685081482},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.7148/2023-0451","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2023-0451","pdf_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0451_dtsm_ecms2023_0068.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni","raw_type":"proceedings-article"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/757222","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/757222","pdf_url":"https://lirias.kuleuven.be/retrieve/e069aa81-442a-416c-82e5-cc2fe92b1253","source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"37th International Conference on Modeling and Simulation, Florence, Italy","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:HAL:hal-04362569v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04362569","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"37th ECMS International Conference on Modelling and Simulation, Jun 2023, Florence, Italy. pp.451-456, ⟨10.7148/2023-0451⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.7148/2023-0451","is_oa":true,"landing_page_url":"https://doi.org/10.7148/2023-0451","pdf_url":"http://www.scs-europe.net/dlib/2023/ecms2023acceptedpapers/0451_dtsm_ecms2023_0068.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ECMS 2023 Proceedings edited by Enrico Vicario, Romeo Bandinelli, Virginia Fani, Michele Mastroianni","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.6399999856948853,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4385881788.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W2912589244","https://openalex.org/W2985576076","https://openalex.org/W2997390737","https://openalex.org/W3081821521","https://openalex.org/W3088529370","https://openalex.org/W3091050428","https://openalex.org/W3098698939","https://openalex.org/W3111069057","https://openalex.org/W3126373819","https://openalex.org/W3152742256","https://openalex.org/W3160372581","https://openalex.org/W3177749655","https://openalex.org/W4200061624","https://openalex.org/W4205585136","https://openalex.org/W4205740992","https://openalex.org/W4210930030","https://openalex.org/W4223938213","https://openalex.org/W4285118858","https://openalex.org/W4285279067","https://openalex.org/W4290043201","https://openalex.org/W4295767287","https://openalex.org/W4296250344","https://openalex.org/W4297792638","https://openalex.org/W4297984666","https://openalex.org/W4304691766","https://openalex.org/W4306314957","https://openalex.org/W4317792379","https://openalex.org/W6782816237","https://openalex.org/W6843214023"],"related_works":["https://openalex.org/W1539704186","https://openalex.org/W2035070424","https://openalex.org/W2152007296","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W388184414","https://openalex.org/W2026811664","https://openalex.org/W2746618095","https://openalex.org/W2469980784","https://openalex.org/W2041961032"],"abstract_inverted_index":{"The":[0,50],"growing":[1],"complexity":[2],"of":[3,13,23,52,102,111,130],"worldwide":[4],"supply":[5,73,119],"chain":[6,74],"networks,":[7],"together":[8],"with":[9],"the":[10,17,47,79,85,100,112,127,133],"increased":[11,32],"occurrence":[12],"disruptive":[14],"events":[15],"stress":[16],"need":[18,87],"for":[19,39,58,88,118],"a":[20,67],"focused":[21],"introduction":[22],"digital":[24,55,93,116],"support":[25],"tools.":[26],"Digital":[27],"twins":[28,94,117],"have":[29],"encountered":[30],"an":[31,109],"interest":[33],"from":[34],"both":[35,126],"industry":[36],"and":[37,61,64,84,121,132],"research":[38,135],"their":[40,103],"capability":[41],"to":[42,72],"provide":[43],"useful":[44,123],"services":[45],"in":[46,82,99],"short":[48],"term.":[49],"number":[51],"contributions":[53,114],"on":[54,125],"twin-based":[56],"methodologies":[57],"system":[59],"design":[60],"production":[62],"planning":[63,90],"control":[65],"experienced":[66],"significant":[68],"increase,":[69],"while":[70],"applications":[71],"management":[75,101],"remain":[76],"scarce.":[77],"However,":[78],"recent":[80],"investments":[81],"digitization":[83],"concrete":[86],"short-term":[89],"capabilities":[91],"mean":[92],"can":[95],"effectively":[96],"aid":[97],"enterprises":[98],"value":[104],"chains.":[105],"This":[106],"paper":[107],"provides":[108],"overview":[110],"existing":[113],"regarding":[115],"chains,":[120],"gathers":[122],"insights":[124],"current":[128],"level":[129],"development":[131],"future":[134],"challenges.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}