{"id":"https://openalex.org/W2933388179","doi":"https://doi.org/10.1109/access.2019.2907403","title":"Productivity Improvement Through Multi-Objective Simulation Optimization\u2014A Case Study","display_name":"Productivity Improvement Through Multi-Objective Simulation Optimization\u2014A Case Study","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2933388179","doi":"https://doi.org/10.1109/access.2019.2907403","mag":"2933388179"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2907403","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2907403","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08673910.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08673910.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005827788","display_name":"Mohammad M. AlDurgam","orcid":"https://orcid.org/0000-0003-1742-7361"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad M. Aldurgam","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0003-1742-7361","affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006550132","display_name":"Mohammed Y. Alghadeer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Y. Alghadeer","raw_affiliation_strings":["Middle East Battery Company, Dammam, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Middle East Battery Company, Dammam, Saudi Arabia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057543932","display_name":"Mohammad A. M. Abdel-Aal","orcid":"https://orcid.org/0000-0002-0919-9699"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad A. M. Abdel-Aal","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058646758","display_name":"Shokri Z. Selim","orcid":"https://orcid.org/0000-0002-1239-5471"},"institutions":[{"id":"https://openalex.org/I134085113","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163","country_code":"SA","type":"education","lineage":["https://openalex.org/I134085113"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Shokri Z. Selim","raw_affiliation_strings":["King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia","institution_ids":["https://openalex.org/I134085113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9886,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78172913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"40230","last_page":"40239"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9983000159263611,"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":0.9983000159263611,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9977999925613403,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9972000122070312,"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/discrete-event-simulation","display_name":"Discrete event simulation","score":0.7563034296035767},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.7260207533836365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7043178677558899},{"id":"https://openalex.org/keywords/profitability-index","display_name":"Profitability index","score":0.6718714237213135},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.5457791686058044},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.49308106303215027},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4910163879394531},{"id":"https://openalex.org/keywords/simulation-based-optimization","display_name":"Simulation-based optimization","score":0.4889034330844879},{"id":"https://openalex.org/keywords/simulation-modeling","display_name":"Simulation modeling","score":0.44755980372428894},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.44088509678840637},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3926549553871155},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36228787899017334},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.2555515468120575},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16998019814491272}],"concepts":[{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.7563034296035767},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.7260207533836365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7043178677558899},{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.6718714237213135},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5457791686058044},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.49308106303215027},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4910163879394531},{"id":"https://openalex.org/C2780968500","wikidata":"https://www.wikidata.org/wiki/Q25304881","display_name":"Simulation-based optimization","level":2,"score":0.4889034330844879},{"id":"https://openalex.org/C108215451","wikidata":"https://www.wikidata.org/wiki/Q7263963","display_name":"Simulation modeling","level":2,"score":0.44755980372428894},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.44088509678840637},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3926549553871155},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36228787899017334},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2555515468120575},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16998019814491272},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2907403","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2907403","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08673910.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c33d9b711a6f42c79a54061b4b50afdf","is_oa":true,"landing_page_url":"https://doaj.org/article/c33d9b711a6f42c79a54061b4b50afdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 40230-40239 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2907403","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2907403","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08673910.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322323","display_name":"King Fahd University of Petroleum and Minerals","ror":"https://ror.org/03yez3163"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2933388179.pdf","grobid_xml":"https://content.openalex.org/works/W2933388179.grobid-xml"},"referenced_works_count":80,"referenced_works":["https://openalex.org/W1965020489","https://openalex.org/W1969510772","https://openalex.org/W1971436569","https://openalex.org/W1972444232","https://openalex.org/W1975104753","https://openalex.org/W1975763333","https://openalex.org/W1978074159","https://openalex.org/W1978138135","https://openalex.org/W1986279550","https://openalex.org/W1987331702","https://openalex.org/W1990776725","https://openalex.org/W1990838333","https://openalex.org/W1996622085","https://openalex.org/W1996911325","https://openalex.org/W2001085495","https://openalex.org/W2002235729","https://openalex.org/W2006017420","https://openalex.org/W2009334942","https://openalex.org/W2013150564","https://openalex.org/W2015812336","https://openalex.org/W2018935899","https://openalex.org/W2023345300","https://openalex.org/W2023707399","https://openalex.org/W2027332115","https://openalex.org/W2029428488","https://openalex.org/W2031443426","https://openalex.org/W2032116384","https://openalex.org/W2034648238","https://openalex.org/W2037353050","https://openalex.org/W2039252811","https://openalex.org/W2041853864","https://openalex.org/W2044453232","https://openalex.org/W2048514014","https://openalex.org/W2048790215","https://openalex.org/W2054667549","https://openalex.org/W2062278607","https://openalex.org/W2063641947","https://openalex.org/W2065481017","https://openalex.org/W2072834565","https://openalex.org/W2073996220","https://openalex.org/W2076922282","https://openalex.org/W2089431723","https://openalex.org/W2092908618","https://openalex.org/W2093961478","https://openalex.org/W2121891525","https://openalex.org/W2122356309","https://openalex.org/W2128140068","https://openalex.org/W2129246302","https://openalex.org/W2131743709","https://openalex.org/W2132244156","https://openalex.org/W2144649661","https://openalex.org/W2152370937","https://openalex.org/W2164768649","https://openalex.org/W2165008631","https://openalex.org/W2245988213","https://openalex.org/W2302440654","https://openalex.org/W2316131594","https://openalex.org/W2401327907","https://openalex.org/W2415122175","https://openalex.org/W2516390885","https://openalex.org/W2527209545","https://openalex.org/W2547746430","https://openalex.org/W2563992835","https://openalex.org/W2605575499","https://openalex.org/W2607756344","https://openalex.org/W2621746557","https://openalex.org/W2767893948","https://openalex.org/W2809072226","https://openalex.org/W2970576388","https://openalex.org/W3139843918","https://openalex.org/W3140924446","https://openalex.org/W3146421096","https://openalex.org/W3146603464","https://openalex.org/W3148488397","https://openalex.org/W3151338362","https://openalex.org/W4242447770","https://openalex.org/W4245531198","https://openalex.org/W4249835520","https://openalex.org/W6670372690","https://openalex.org/W6683285510"],"related_works":["https://openalex.org/W4234868872","https://openalex.org/W2132526614","https://openalex.org/W4312632439","https://openalex.org/W2146867217","https://openalex.org/W2564370854","https://openalex.org/W4293571143","https://openalex.org/W2168275952","https://openalex.org/W4252505257","https://openalex.org/W2020835098","https://openalex.org/W2044652205"],"abstract_inverted_index":{"To":[0,100],"maximize":[1],"profitability":[2],"and":[3,13,20,31,109],"meet":[4],"customers\u2019":[5],"expectations,":[6],"assembly":[7,46],"plants":[8],"strive":[9],"to":[10,27,37,52,75,78,127],"enhance":[11,28],"operations":[12,29],"minimize":[14],"costs.":[15],"Using":[16,83],"discrete-event":[17],"system":[18],"simulation":[19,49,70,91,110],"optimization,":[21],"this":[22,118],"paper":[23],"investigates":[24],"different":[25],"scenarios":[26],"efficiency":[30],"presents":[32],"a":[33,63,68,87,128],"decision":[34,40,114],"support":[35,115],"tool":[36],"aid":[38],"operational":[39],"making":[41],"in":[42,66],"an":[43,58,112],"air":[44],"conditioner":[45],"plant.":[47],"Specifically,":[48],"is":[50,73],"used":[51],"evaluate":[53,79],"the":[54,90,97,102,121,124],"system-wide":[55],"impact":[56],"of":[57,123],"optimal":[59],"sequencing":[60],"rule":[61],"at":[62],"bottleneck":[64],"station;":[65],"addition,":[67],"multi-objective":[69],"optimization":[71],"problem":[72],"solved":[74],"enable":[76],"manufacturers":[77],"their":[80],"time/cost":[81],"tradeoffs.":[82],"actual":[84],"data":[85],"from":[86],"previous":[88],"month,":[89],"study":[92,103,119],"illustrates":[93,120],"possible":[94],"savings":[95],"throughout":[96],"evaluated":[98],"alternatives.":[99],"sustain":[101],"outcomes,":[104],"we":[105],"combine":[106],"mathematical":[107],"programming":[108],"into":[111],"integrated":[113],"tool.":[116],"Overall,":[117],"benefits":[122],"solution":[125],"approach":[126],"real-life":[129],"system.":[130]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
