{"id":"https://openalex.org/W4391409164","doi":"https://doi.org/10.1109/wsc60868.2023.10407583","title":"Simulation-Driven Digital Twins: the Dna of Resilient Supply Chains","display_name":"Simulation-Driven Digital Twins: the Dna of Resilient Supply Chains","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391409164","doi":"https://doi.org/10.1109/wsc60868.2023.10407583"},"language":"en","primary_location":{"id":"doi:10.1109/wsc60868.2023.10407583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc60868.2023.10407583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5017045577","display_name":"Stephan Biller","orcid":"https://orcid.org/0000-0003-2597-3768"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephan Biller","raw_affiliation_strings":["Purdue University,School of Industrial Engineering & Mitchell E. Daniels, Jr. School of Business,West Lafayette,IN,USA,47906"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University,School of Industrial Engineering & Mitchell E. Daniels, Jr. School of Business,West Lafayette,IN,USA,47906","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007781130","display_name":"Paul Venditti","orcid":null},"institutions":[{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Venditti","raw_affiliation_strings":["Internet of Things (IoT) SAS Institute,NC,USA,27513"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Internet of Things (IoT) SAS Institute,NC,USA,27513","institution_ids":["https://openalex.org/I122754148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085256650","display_name":"Jinxin Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinxin Yi","raw_affiliation_strings":["SAS Institute,Analytics Center of Excellence,Cary,NC,USA,27513"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAS Institute,Analytics Center of Excellence,Cary,NC,USA,27513","institution_ids":["https://openalex.org/I122754148"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033701559","display_name":"Wendy Xi Jiang","orcid":"https://orcid.org/0000-0002-0083-5345"},"institutions":[{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xi Jiang","raw_affiliation_strings":["SAS Institute,Analytics Center of Excellence,Cary,NC,USA,27513"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAS Institute,Analytics Center of Excellence,Cary,NC,USA,27513","institution_ids":["https://openalex.org/I122754148"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103070910","display_name":"Bahar Biller","orcid":"https://orcid.org/0000-0002-8511-8272"},"institutions":[{"id":"https://openalex.org/I122754148","display_name":"SAS Institute (United States)","ror":"https://ror.org/01093z329","country_code":"US","type":"company","lineage":["https://openalex.org/I122754148"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bahar Biller","raw_affiliation_strings":["SAS Institute,Analytics Center of Excellence,Cary,NC,USA,27513"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAS Institute,Analytics Center of Excellence,Cary,NC,USA,27513","institution_ids":["https://openalex.org/I122754148"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9405,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80318656,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1463","last_page":"1477"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.9987999796867371,"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":0.9987999796867371,"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":0.991599977016449,"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":0.9466999769210815,"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/key","display_name":"Key (lock)","score":0.6967933177947998},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6415877342224121},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5284714102745056},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.4956768751144409},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1355820894241333},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.06086915731430054}],"concepts":[{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6967933177947998},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6415877342224121},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5284714102745056},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4956768751144409},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1355820894241333},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.06086915731430054},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc60868.2023.10407583","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc60868.2023.10407583","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1867789478","https://openalex.org/W2033921979","https://openalex.org/W2114962442","https://openalex.org/W2574123257","https://openalex.org/W2999367907","https://openalex.org/W3006705980","https://openalex.org/W3084821087","https://openalex.org/W3144325512","https://openalex.org/W3146879076","https://openalex.org/W3148284621","https://openalex.org/W3149994153","https://openalex.org/W3151636705","https://openalex.org/W4210492122","https://openalex.org/W4213414201","https://openalex.org/W4213432650","https://openalex.org/W4213447243","https://openalex.org/W4220654441","https://openalex.org/W4244721708","https://openalex.org/W4245441324","https://openalex.org/W4254652673","https://openalex.org/W4281564688","https://openalex.org/W4285255528","https://openalex.org/W4317792340","https://openalex.org/W4317792379","https://openalex.org/W4317792445","https://openalex.org/W4317792702","https://openalex.org/W4317815222","https://openalex.org/W4317815256","https://openalex.org/W4317815293","https://openalex.org/W4361005724","https://openalex.org/W4387618659","https://openalex.org/W6980791680"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"This":[0,64],"tutorial":[1,65],"defines":[2],"what":[3],"a":[4,126],"digital":[5,28,69,76,101,117,129],"twin":[6,70,77,89,102,118,130,142],"is":[7],"and":[8,24,94,133,138],"outlines":[9],"its":[10],"four":[11],"required":[12],"characteristics.":[13],"Digital":[14],"twins":[15],"are":[16,48,96],"developed":[17],"to":[18,21,50,57,108],"derive":[19],"insights":[20,47],"control":[22],"entities":[23],"processes":[25],"in":[26,53,115,140],"the":[27,35,40,54,67,75,83,106,134,141],"world":[29,56],"with":[30,74,80,105,122],"simulation":[31,86,137],"as":[32,110],"one":[33],"of":[34,42,85,125,136],"key":[36,68],"technologies":[37,79,95],"lying":[38],"at":[39],"heart":[41],"this":[43],"development.":[44,90,143],"The":[45,91],"resulting":[46],"used":[49],"prescribe":[51],"actions":[52],"physical":[55],"fix":[58],"future":[59],"problems":[60],"before":[61],"they":[62],"happen.":[63],"describes":[66],"development":[71,103],"functions":[72,93],"together":[73],"enabling":[78],"focus":[81],"on":[82,98],"use":[84,131],"for":[87,112],"process":[88],"corresponding":[92],"displayed":[97],"several":[99],"different":[100],"frameworks":[104],"potential":[107],"serve":[109],"guides":[111],"practitioners":[113],"interested":[114],"developing":[116],"solutions.":[119],"We":[120],"conclude":[121],"an":[123],"example":[124],"supply":[127],"chain":[128],"case":[132],"role":[135],"AI":[139]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}