{"id":"https://openalex.org/W4242073076","doi":"https://doi.org/10.1109/wsc.2018.8632337","title":"USING AGGREGATED DISCRETE EVENT SIMULATION MODELS AND MULTI-OBJECTIVE OPTIMIZATION TO IMPROVE REAL-WORLD FACTORIES","display_name":"USING AGGREGATED DISCRETE EVENT SIMULATION MODELS AND MULTI-OBJECTIVE OPTIMIZATION TO IMPROVE REAL-WORLD FACTORIES","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W4242073076","doi":"https://doi.org/10.1109/wsc.2018.8632337"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2018.8632337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2018.8632337","pdf_url":null,"source":{"id":"https://openalex.org/S4363607834","display_name":"2018 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":"2018 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-16477","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029995660","display_name":"Simon Lidberg","orcid":"https://orcid.org/0000-0003-1215-152X"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Simon Lidberg","raw_affiliation_strings":["School of Engineering Science, University of Sk\u00f6vde, Skovde, SWEDEN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Science, University of Sk\u00f6vde, Skovde, SWEDEN","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087181991","display_name":"Leif Pehrsson","orcid":null},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Leif Pehrsson","raw_affiliation_strings":["School of Engineering Science, University of Sk\u00f6vde, Skovde, SWEDEN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Science, University of Sk\u00f6vde, Skovde, SWEDEN","institution_ids":["https://openalex.org/I205158640"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067664620","display_name":"Amos H.C. Ng","orcid":"https://orcid.org/0000-0003-0111-1776"},"institutions":[{"id":"https://openalex.org/I205158640","display_name":"University of Sk\u00f6vde","ror":"https://ror.org/051mrsz47","country_code":"SE","type":"education","lineage":["https://openalex.org/I205158640"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Amos H.C. Ng","raw_affiliation_strings":["School of Engineering Science, University of Sk\u00f6vde, Skovde, SWEDEN"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering Science, University of Sk\u00f6vde, Skovde, SWEDEN","institution_ids":["https://openalex.org/I205158640"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205158640"],"apc_list":null,"apc_paid":null,"fwci":0.7061,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73492908,"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":"2015","last_page":"2024"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9991999864578247,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9968000054359436,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7150852680206299},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6861090660095215},{"id":"https://openalex.org/keywords/production-line","display_name":"Production line","score":0.667386531829834},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.658201277256012},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5177549719810486},{"id":"https://openalex.org/keywords/simulation-based-optimization","display_name":"Simulation-based optimization","score":0.48740747570991516},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.4154008626937866},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3740651607513428},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35025426745414734},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.24732235074043274},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.157462477684021},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08471941947937012},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.07514074444770813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150852680206299},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6861090660095215},{"id":"https://openalex.org/C99862985","wikidata":"https://www.wikidata.org/wiki/Q10858068","display_name":"Production line","level":2,"score":0.667386531829834},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.658201277256012},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5177549719810486},{"id":"https://openalex.org/C2780968500","wikidata":"https://www.wikidata.org/wiki/Q25304881","display_name":"Simulation-based optimization","level":2,"score":0.48740747570991516},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.4154008626937866},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3740651607513428},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35025426745414734},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.24732235074043274},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.157462477684021},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08471941947937012},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.07514074444770813},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2018.8632337","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2018.8632337","pdf_url":null,"source":{"id":"https://openalex.org/S4363607834","display_name":"2018 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":"2018 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:DiVA.org:his-16477","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-16477","pdf_url":null,"source":{"id":"https://openalex.org/S4306401029","display_name":"University Library of Sk\u00f6vde (University of Sk\u00f6vde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205158640","host_organization_name":"University of Sk\u00f6vde","host_organization_lineage":["https://openalex.org/I205158640"],"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":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:DiVA.org:his-16477","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-16477","pdf_url":null,"source":{"id":"https://openalex.org/S4306401029","display_name":"University Library of Sk\u00f6vde (University of Sk\u00f6vde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205158640","host_organization_name":"University of Sk\u00f6vde","host_organization_lineage":["https://openalex.org/I205158640"],"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":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320328657","display_name":"H\u00f6gskolan i Sk\u00f6vde","ror":"https://ror.org/051mrsz47"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1537336772","https://openalex.org/W1566892458","https://openalex.org/W1595498733","https://openalex.org/W1874424137","https://openalex.org/W1992870153","https://openalex.org/W2022485595","https://openalex.org/W2024008934","https://openalex.org/W2043853017","https://openalex.org/W2074380750","https://openalex.org/W2076922282","https://openalex.org/W2085507535","https://openalex.org/W2126105956","https://openalex.org/W2152112785","https://openalex.org/W2883409262","https://openalex.org/W4235128656","https://openalex.org/W4235535825","https://openalex.org/W4237005099","https://openalex.org/W4239977495","https://openalex.org/W4240521719","https://openalex.org/W6621455835"],"related_works":["https://openalex.org/W2564370854","https://openalex.org/W4388081484","https://openalex.org/W3115428602","https://openalex.org/W4293571143","https://openalex.org/W2168275952","https://openalex.org/W4232096617","https://openalex.org/W1532805846","https://openalex.org/W2020835098","https://openalex.org/W2044652205","https://openalex.org/W1531500458"],"abstract_inverted_index":{"Improving":[0],"production":[1,21,28,53],"line":[2,54],"performance":[3],"and":[4,117],"identifying":[5],"bottlenecks":[6],"using":[7,30,92],"simulation-based":[8,31],"optimization":[9,32,91],"has":[10,47],"been":[11],"shown":[12,48],"to":[13,39],"be":[14,34,78],"an":[15,93],"effective":[16],"approach.":[17,95],"Nevertheless,":[18],"for":[19,51],"larger":[20],"systems":[22],"which":[23,60],"are":[24],"consisted":[25],"of":[26,42,64,106,130],"multiple":[27],"lines,":[29],"can":[33,77],"too":[35],"computationally":[36,57],"expensive,":[37],"due":[38],"the":[40,43,62,82,127,131],"complexity":[41],"models.":[44],"Previous":[45],"research":[46],"promising":[49],"techniques":[50,86],"aggregating":[52],"data":[55],"into":[56],"efficient":[58],"modules,":[59],"enables":[61],"simulation":[63],"higher-level":[65],"systems,":[66],"i.e.,":[67],"factories.":[68],"This":[69],"paper":[70,102],"shows":[71],"how":[72],"a":[73],"real-world":[74],"factory":[75],"flow":[76],"optimized":[79],"by":[80,109,115,121],"applying":[81],"previously":[83],"mentioned":[84],"aggregation":[85],"in":[87,100],"combination":[88],"with":[89],"multi-objective":[90],"experimental":[94],"The":[96],"particular":[97],"case":[98],"studied":[99],"this":[101],"reveals":[103],"potential":[104],"reductions":[105,114],"storage":[107],"levels":[108],"over":[110],"30%,":[111],"lead":[112],"time":[113],"67%,":[116],"batch":[118],"sizes":[119],"reduced":[120],"more":[122],"than":[123],"50%":[124],"while":[125],"maintaining":[126],"delivery":[128],"precision":[129],"industrial":[132],"system.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}