{"id":"https://openalex.org/W4253831594","doi":"https://doi.org/10.1109/wsc.2017.8248045","title":"Simulation-based production planning for engineer-to-order systems with random yield","display_name":"Simulation-based production planning for engineer-to-order systems with random yield","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W4253831594","doi":"https://doi.org/10.1109/wsc.2017.8248045"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8248045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248045","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":"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/A5067635161","display_name":"Alp Ak\u00e7ay","orcid":"https://orcid.org/0000-0003-2000-6816"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alp Akcay","raw_affiliation_strings":["Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, AZ, THE NETHERLANDS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, AZ, THE NETHERLANDS","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020347804","display_name":"Tugce Martagan","orcid":"https://orcid.org/0000-0002-4396-7102"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Tugce Martagan","raw_affiliation_strings":["Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, AZ, THE NETHERLANDS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering & Innovation Sciences, Eindhoven University of Technology, Eindhoven, AZ, THE NETHERLANDS","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.4461,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67753002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3275","last_page":"3286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9984999895095825,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.9984999895095825,"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/T11729","display_name":"Product Development and Customization","score":0.9887999892234802,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6621496677398682},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.56195068359375},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5530070066452026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5320411920547485},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.5136699080467224},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.5078328251838684},{"id":"https://openalex.org/keywords/yield","display_name":"Yield (engineering)","score":0.5002017021179199},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.494478702545166},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46248963475227356},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.44995975494384766},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.44540515542030334},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.43800002336502075},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.42094242572784424},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.37468189001083374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3712307810783386}],"concepts":[{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6621496677398682},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.56195068359375},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5530070066452026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5320411920547485},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.5136699080467224},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.5078328251838684},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.5002017021179199},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.494478702545166},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46248963475227356},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.44995975494384766},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.44540515542030334},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.43800002336502075},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.42094242572784424},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.37468189001083374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3712307810783386},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/wsc.2017.8248045","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248045","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:pure.tue.nl:openaire_cris_publications/f946b07a-027b-4353-b6b6-2313f2582496","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/f946b07a-027b-4353-b6b6-2313f2582496","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"Akcay, A & Martagan, T 2018, Simulation-based production planning for engineer-to-order systems with random yield. in 2017 Winter Simulation Conference, WSC 2017. Institute of Electrical and Electronics Engineers, Piscataway, pp. 3275-3286, 2017 Winter Simulation Conference, WSC 2017, Las Vegas, Nevada, United States, 3/12/17. https://doi.org/10.1109/WSC.2017.8248045","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.tue.nl:publications/f946b07a-027b-4353-b6b6-2313f2582496","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85044541078&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"Akcay, A & Martagan, T 2018, Simulation-based production planning for engineer-to-order systems with random yield. in 2017 Winter Simulation Conference, WSC 2017. Institute of Electrical and Electronics Engineers, Piscataway, pp. 3275-3286, 2017 Winter Simulation Conference, WSC 2017, Las Vegas, Nevada, United States, 3/12/17. https://doi.org/10.1109/WSC.2017.8248045","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:tue:oai:pure.tue.nl:publications/f946b07a-027b-4353-b6b6-2313f2582496","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/f946b07a-027b-4353-b6b6-2313f2582496","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2017 Winter Simulation Conference, WSC 2017, 3275 - 3286","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W879479572","https://openalex.org/W1503398984","https://openalex.org/W1530314985","https://openalex.org/W1575590744","https://openalex.org/W1759945374","https://openalex.org/W1832379062","https://openalex.org/W1970077810","https://openalex.org/W1972836404","https://openalex.org/W1976741908","https://openalex.org/W1998643818","https://openalex.org/W2039790425","https://openalex.org/W2041570732","https://openalex.org/W2044770213","https://openalex.org/W2055948812","https://openalex.org/W2066319744","https://openalex.org/W2083547559","https://openalex.org/W2085788170","https://openalex.org/W2090486231","https://openalex.org/W2096749624","https://openalex.org/W2116347901","https://openalex.org/W2126106936","https://openalex.org/W2130311007","https://openalex.org/W2130650735","https://openalex.org/W2135194391","https://openalex.org/W2233589014","https://openalex.org/W2276564673","https://openalex.org/W2297832382","https://openalex.org/W2522279739","https://openalex.org/W2725666454","https://openalex.org/W2751259866","https://openalex.org/W3121454660","https://openalex.org/W3123231781","https://openalex.org/W3124405191","https://openalex.org/W4243535200","https://openalex.org/W4248518610","https://openalex.org/W4248681815","https://openalex.org/W4399649816","https://openalex.org/W6727068236"],"related_works":["https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889"],"abstract_inverted_index":{"We":[0,9,29,95,127],"consider":[1],"an":[2],"engineer-to-order":[3,49],"production":[4,27,70],"system":[5],"with":[6],"unknown":[7,57],"yield.":[8],"model":[10,33],"the":[11,19,36,40,44,48,53,59,64,68,78,81,89,98,101,106,114,117,121,135,139],"yield":[12,41],"as":[13,110],"a":[14,31,73,111,130],"random":[15],"variable":[16],"which":[17,35],"represents":[18],"percentage":[20],"output":[21],"obtained":[22],"from":[23],"one":[24],"unit":[25],"of":[26,39,47,66,92,113,116],"quantity.":[28,71],"develop":[30],"beta-regression":[32,54,82],"in":[34,80,100,138],"mean":[37],"value":[38],"depends":[42],"on":[43],"unique":[45],"attributes":[46],"product.":[50],"Assuming":[51],"that":[52,133],"parameters":[55],"are":[56],"by":[58],"decision":[60],"maker,":[61],"we":[62,84],"investigate":[63],"problem":[65],"identifying":[67],"optimal":[69],"Adopting":[72],"Bayesian":[74],"approach":[75],"for":[76],"modeling":[77],"uncertainty":[79,109],"parameters,":[83],"use":[85],"simulation":[86],"to":[87,105,143],"approximate":[88],"posterior":[90],"distributions":[91],"these":[93],"parameters.":[94,126],"further":[96],"quantify":[97],"increase":[99,137],"expected":[102,140],"cost":[103,141],"due":[104,142],"so-called":[107],"input":[108,144],"function":[112],"size":[115],"historical":[118],"data":[119],"set,":[120],"product":[122],"attributes,":[123],"and":[124],"economic":[125],"also":[128],"introduce":[129],"sampling-based":[131],"algorithm":[132],"reduces":[134],"average":[136],"uncertainty.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}