{"id":"https://openalex.org/W4248107379","doi":"https://doi.org/10.1109/wsc.2017.8247810","title":"Integration design of supply chain hybrid simulation","display_name":"Integration design of supply chain hybrid simulation","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4248107379","doi":"https://doi.org/10.1109/wsc.2017.8247810"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8247810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247810","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/90302/2/Integration%20design%20of%20supply%20chain%20hybrid%20simulation.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080332038","display_name":"Wen Jun Tan","orcid":"https://orcid.org/0000-0003-2204-0639"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wen Jun Tan","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, SINGAPORE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, SINGAPORE","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036580072","display_name":"Wentong Cai","orcid":"https://orcid.org/0000-0002-0183-3835"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wentong Cai","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, SINGAPORE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, SINGAPORE","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024069022","display_name":"Allan N. Zhang","orcid":"https://orcid.org/0000-0003-4795-5843"},"institutions":[{"id":"https://openalex.org/I4210091207","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210091207","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Allan NengSheng Zhang","raw_affiliation_strings":["Singapore Institute of Manufacturing Technology, SINGAPORE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Institute of Manufacturing Technology, SINGAPORE","institution_ids":["https://openalex.org/I4210091207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"493","last_page":"504"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T10539","display_name":"Sustainable Supply Chain Management","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"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/construct","display_name":"Construct (python library)","score":0.7990013957023621},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.7246857285499573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.705040693283081},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5697677731513977},{"id":"https://openalex.org/keywords/visibility","display_name":"Visibility","score":0.5155777335166931},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.5121049880981445},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.43070006370544434},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.3860939145088196},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35048022866249084},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3412061929702759},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.15619662404060364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13329771161079407},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11620810627937317}],"concepts":[{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.7990013957023621},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7246857285499573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.705040693283081},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5697677731513977},{"id":"https://openalex.org/C123403432","wikidata":"https://www.wikidata.org/wiki/Q654068","display_name":"Visibility","level":2,"score":0.5155777335166931},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.5121049880981445},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.43070006370544434},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.3860939145088196},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35048022866249084},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3412061929702759},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.15619662404060364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13329771161079407},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11620810627937317},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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":2,"locations":[{"id":"doi:10.1109/wsc.2017.8247810","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8247810","pdf_url":null,"source":{"id":"https://openalex.org/S4363607803","display_name":"2017 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/90302","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/48500","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/90302/2/Integration%20design%20of%20supply%20chain%20hybrid%20simulation.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/90302","is_oa":true,"landing_page_url":"http://hdl.handle.net/10220/48500","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/90302/2/Integration%20design%20of%20supply%20chain%20hybrid%20simulation.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4248107379.pdf"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W1991911549","https://openalex.org/W2000215717","https://openalex.org/W2023702862","https://openalex.org/W2025760344","https://openalex.org/W2026031832","https://openalex.org/W2104514366","https://openalex.org/W2121253478","https://openalex.org/W2121688053","https://openalex.org/W2123130943","https://openalex.org/W2184181110","https://openalex.org/W2465881218","https://openalex.org/W2509603692","https://openalex.org/W3121568017","https://openalex.org/W4236696988"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2392812199","https://openalex.org/W4200176076","https://openalex.org/W598185802","https://openalex.org/W2366107444","https://openalex.org/W2355516524","https://openalex.org/W184398847","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W388184414"],"abstract_inverted_index":{"A":[0,15],"supply":[1],"chain":[2],"(SC)":[3],"consists":[4],"of":[5,20,54,77,85,93,135,142,150,157,169],"multiple":[6],"entities":[7,22],"representing":[8],"the":[9,21,24,29,36,67,75,78,82,94,101,108,115,136,143,155,158,163],"retailers,":[10],"manufacturers,":[11],"distributors":[12],"or":[13,64],"suppliers.":[14],"firm":[16,37,117],"can":[17],"be":[18,105,119],"one":[19],"within":[23],"whole":[25,102,144],"SC.":[26],"To":[27,153],"study":[28,168],"external":[30,68],"effects":[31],"on":[32],"its":[33,55],"internal":[34],"operations,":[35],"needs":[38],"to":[39,49,73,104,118,131],"construct":[40,74],"a":[41,51,90,166],"SC":[42,79,95,103],"model.":[43,123],"It":[44,99],"may":[45],"have":[46],"sufficient":[47],"data":[48],"build":[50],"detailed":[52,147],"model":[53,80,92,127,164],"operational":[56,148],"processes.":[57],"However,":[58],"since":[59],"it":[60,70],"has":[61],"no":[62],"control":[63],"visibility":[65],"over":[66],"entities,":[69],"is":[71,128],"difficult":[72],"rest":[76],"at":[81,107],"same":[83,137],"level":[84],"detail.":[86],"This":[87],"paper":[88],"proposes":[89],"hybrid":[91,126,159],"using":[96,121],"integration":[97],"design.":[98],"allows":[100],"captured":[106],"broad":[109],"view":[110],"through":[111,165],"system":[112],"dynamics,":[113],"and":[114,146],"target":[116],"represented":[120],"agent-based":[122],"The":[124],"proposed":[125],"therefore":[129],"able":[130],"capture":[132],"different":[133],"behaviors":[134],"system,":[138],"e.g,":[139],"strategic":[140],"planning":[141],"SC,":[145],"process":[149],"individual":[151],"entities.":[152],"demonstrate":[154],"applicability":[156],"model,":[160],"we":[161],"evaluate":[162],"case":[167],"disruption":[170],"management":[171],"policies.":[172]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}