{"id":"https://openalex.org/W4238632394","doi":"https://doi.org/10.1109/wsc.2015.7408306","title":"Quantifying variability impacts upon supply chain performance","display_name":"Quantifying variability impacts upon supply chain performance","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W4238632394","doi":"https://doi.org/10.1109/wsc.2015.7408306"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2015.7408306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408306","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 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":"2015 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/A5016291828","display_name":"Julie A. Castilho","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Julie A. Castilho","raw_affiliation_strings":["LMI, VA, USA"],"affiliations":[{"raw_affiliation_string":"LMI, VA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029979726","display_name":"Thomas Lang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thomas E. Lang","raw_affiliation_strings":["LMI, VA, USA"],"affiliations":[{"raw_affiliation_string":"LMI, VA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031466743","display_name":"David K. Peterson","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David K. Peterson","raw_affiliation_strings":["LMI, VA, USA"],"affiliations":[{"raw_affiliation_string":"LMI, VA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015960229","display_name":"Vitali Volovoi","orcid":"https://orcid.org/0000-0002-1906-8705"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vitali Volovoi","raw_affiliation_strings":["LMI, VA, USA"],"affiliations":[{"raw_affiliation_string":"LMI, VA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5016291828"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54624277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"85","issue":null,"first_page":"1892","last_page":"1903"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9980999827384949,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9753999710083008,"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/supply-chain","display_name":"Supply chain","score":0.8797812461853027},{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.7473222017288208},{"id":"https://openalex.org/keywords/counterintuitive","display_name":"Counterintuitive","score":0.6403209567070007},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.597345232963562},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5753042101860046},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5253495573997498},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.48821333050727844},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.48690807819366455},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.47770431637763977},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4654425382614136},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.4603095054626465},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4155639111995697},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3933975398540497},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.36244499683380127},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3086757957935333},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.20105156302452087},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13031837344169617},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.09606876969337463},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.0729212760925293}],"concepts":[{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.8797812461853027},{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.7473222017288208},{"id":"https://openalex.org/C101097943","wikidata":"https://www.wikidata.org/wiki/Q5176983","display_name":"Counterintuitive","level":2,"score":0.6403209567070007},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.597345232963562},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5753042101860046},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5253495573997498},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.48821333050727844},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.48690807819366455},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.47770431637763977},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4654425382614136},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.4603095054626465},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4155639111995697},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3933975398540497},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.36244499683380127},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3086757957935333},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.20105156302452087},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13031837344169617},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.09606876969337463},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.0729212760925293},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2015.7408306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2015.7408306","pdf_url":null,"source":{"id":"https://openalex.org/S4363607791","display_name":"2015 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":"2015 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W140144370","https://openalex.org/W1487263125","https://openalex.org/W1490894482","https://openalex.org/W1986393158","https://openalex.org/W2040219433","https://openalex.org/W2072091204","https://openalex.org/W6629484914","https://openalex.org/W6632917116","https://openalex.org/W6738587602"],"related_works":["https://openalex.org/W3005839474","https://openalex.org/W4379988549","https://openalex.org/W2139510495","https://openalex.org/W2016376779","https://openalex.org/W1992379025","https://openalex.org/W2768389068","https://openalex.org/W2085728496","https://openalex.org/W2111657470","https://openalex.org/W4232448209","https://openalex.org/W2330709221"],"abstract_inverted_index":{"Efforts":[0],"to":[1,53,77],"control":[2],"variability":[3,82],"in":[4,22],"segments":[5],"of":[6,19,24,58,69,85,88,96,113],"the":[7,17,45,55,86,111],"supply":[8,26,46,90],"chain":[9,27,91],"can":[10],"bring":[11],"about":[12],"counterintuitive":[13],"results.":[14],"This":[15],"illustrates":[16],"importance":[18],"employing":[20],"analytics":[21],"support":[23],"any":[25],"process":[28,79],"improvement":[29],"or":[30],"policy":[31],"initiative.":[32],"Modeling":[33],"and":[34,64,81,106,137,146],"simulation":[35,142],"(M&S)":[36],"helps":[37],"managers":[38],"identify":[39],"improvements":[40,80],"that":[41],"will":[42],"positively":[43],"affect":[44],"chain's":[47],"performance.":[48],"M&S":[49,71],"provides":[50,73],"a":[51,67,74,121,139],"way":[52],"evaluate":[54,110],"relative":[56],"effects":[57],"budgetary":[59],"decisions":[60],"on":[61],"cost,":[62],"performance,":[63],"readiness":[65],"over":[66],"variety":[68],"timeframes.":[70],"also":[72],"structured":[75],"methodology":[76],"quantify":[78],"reductions.":[83],"Analysis":[84],"Department":[87],"Defense":[89],"identified":[92],"three":[93,117],"recurring":[94],"sources":[95],"variability:":[97],"1)":[98],"procurement":[99],"lead":[100],"time,":[101,105],"2)":[102,128],"depot":[103],"repair":[104],"3)":[107,138],"retrograde.":[108],"To":[109],"effect":[112],"variability,":[114],"we":[115],"employed":[116],"hierarchically":[118],"integrated":[119],"models:":[120],"system":[122],"dynamics":[123],"model":[124,133,143],"for":[125,134,144],"strategic":[126],"decisions;":[127,136],"an":[129],"analytical":[130],"readiness-based":[131],"sparing":[132],"tactical":[135],"discrete":[140],"event":[141],"logistical":[145],"operational":[147],"performance":[148],"decisions.":[149]},"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
