{"id":"https://openalex.org/W2783293480","doi":"https://doi.org/10.1109/wsc.2017.8248173","title":"Simulation analysis of processing complexity and production variety in automated manufacturing system","display_name":"Simulation analysis of processing complexity and production variety in automated manufacturing system","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2783293480","doi":"https://doi.org/10.1109/wsc.2017.8248173","mag":"2783293480"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2017.8248173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248173","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/A5021343741","display_name":"Hayder Zghair","orcid":"https://orcid.org/0009-0009-5029-7571"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]},{"id":"https://openalex.org/I2276074","display_name":"Lawrence Technological University","ror":"https://ror.org/04d52ej85","country_code":"US","type":"education","lineage":["https://openalex.org/I2276074"]},{"id":"https://openalex.org/I39965400","display_name":"Kettering University","ror":"https://ror.org/03rcspa57","country_code":"US","type":"education","lineage":["https://openalex.org/I39965400"]}],"countries":["IQ","US"],"is_corresponding":false,"raw_author_name":"Hayder Zghair","raw_affiliation_strings":["A. Leon Linton Department of Mechanical Engineering, Lawrence Tech University, USA","Automated Manufacturing Systems Engineering Department, University of Baghdad, Baghdad, IQ","Industrial and Manufacturing Engineering Department, Kettering University, Flint, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"A. Leon Linton Department of Mechanical Engineering, Lawrence Tech University, USA","institution_ids":["https://openalex.org/I2276074"]},{"raw_affiliation_string":"Automated Manufacturing Systems Engineering Department, University of Baghdad, Baghdad, IQ","institution_ids":["https://openalex.org/I135120706"]},{"raw_affiliation_string":"Industrial and Manufacturing Engineering Department, Kettering University, Flint, MI, USA","institution_ids":["https://openalex.org/I39965400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103974195","display_name":"Ahad Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I2276074","display_name":"Lawrence Technological University","ror":"https://ror.org/04d52ej85","country_code":"US","type":"education","lineage":["https://openalex.org/I2276074"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ahad Ali","raw_affiliation_strings":["A. Leon Linton Department of Mechanical Engineering, Lawrence Tech University, Southfield, MI, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"A. Leon Linton Department of Mechanical Engineering, Lawrence Tech University, Southfield, MI, USA","institution_ids":["https://openalex.org/I2276074"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4676,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.57425743,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4485","last_page":"4487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9997000098228455,"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/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.9944999814033508,"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":0.9944999814033508,"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/throughput","display_name":"Throughput","score":0.7130662798881531},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6765528917312622},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6160284876823425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6086763143539429},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5791163444519043},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5556302070617676},{"id":"https://openalex.org/keywords/economic-shortage","display_name":"Economic shortage","score":0.48721379041671753},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.485619455575943},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4814121723175049},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.45307114720344543},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.4226817488670349},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3587329685688019},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35595569014549255},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.35314780473709106},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3493107557296753},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31962329149246216},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1135338842868805},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10419374704360962}],"concepts":[{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.7130662798881531},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6765528917312622},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6160284876823425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6086763143539429},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5791163444519043},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5556302070617676},{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.48721379041671753},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.485619455575943},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4814121723175049},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.45307114720344543},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.4226817488670349},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3587329685688019},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35595569014549255},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.35314780473709106},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3493107557296753},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31962329149246216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1135338842868805},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10419374704360962},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2017.8248173","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2017.8248173","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"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W4235725445","https://openalex.org/W4237256020","https://openalex.org/W4250876222","https://openalex.org/W4254185120"],"related_works":["https://openalex.org/W2579473328","https://openalex.org/W2509147714","https://openalex.org/W4239898203","https://openalex.org/W2586833044","https://openalex.org/W2603666417","https://openalex.org/W2370405293","https://openalex.org/W4210295735","https://openalex.org/W2567211024","https://openalex.org/W4388916722","https://openalex.org/W2337755673"],"abstract_inverted_index":{"In":[0,244],"this":[1],"paper,":[2],"a":[3,7,44,83],"simulation":[4,200,217],"model":[5],"for":[6,257],"manufacturing":[8,41],"system":[9,32,42,93,101,123,180,196,240,252,262],"is":[10,34,88,114,138,228],"developed":[11],"using":[12,216],"Rockwell":[13],"Software":[14],"(ARENA":[15],"15.7-Platform)":[16],"running":[17,178],"production":[18,86,214],"processes":[19,29,76,152,215,256],"of":[20,28,51,68,73,99,111,150,159,167,175,185,208,234,250,261],"multi-options":[21],"product":[22,128],"(MOP).":[23],"There":[24],"are":[25,53,59,188,206],"different":[26],"types":[27,50],"in":[30,71,91],"the":[31,40,56,69,74,79,92,100,112,117,122,126,131,136,155,165,172,176,179,192,195,212,235,239,242,247,251,254,259],"which":[33,58],"either":[35],"automated":[36,46,85,151,248],"or":[37],"non-automated":[38,75,168],"making":[39],"as":[43],"partially":[45],"system.":[47],"Currently":[48],"four":[49],"products":[52],"planning":[54],"into":[55],"productions":[57],"practically":[60],"coded":[61],"OP1,":[62],"OP2,":[63],"OP3,":[64],"and":[65,81,124,161,170],"OP4.":[66],"Because":[67],"shortage":[70],"capacity":[72,166],"compare":[77],"to":[78,102,115,120,145,190,210,238],"automated,":[80],"adopting":[82],"fully":[84],"process":[87],"not":[89],"applicable":[90],"causing":[94],"OP1":[95],"directly":[96],"goes":[97],"out":[98],"be":[103],"manufactured":[104],"later":[105],"utilizing":[106,130],"another":[107],"plant.":[108],"The":[109,223],"objective":[110],"work":[113],"identify":[116],"resources":[118,177],"needed":[119],"stabilize":[121],"run":[125],"entire":[127],"variety":[129],"current":[132],"plant":[133],"resources.":[134,263],"Therefore,":[135],"problem":[137],"overcoming":[139],"trade-offs":[140],"between":[141],"two":[142],"solution":[143],"scenarios;":[144],"find":[146,171],"an":[147],"optimal":[148],"setup":[149,174],"that":[153,204,226,231],"realizes":[154],"highest":[156],"possible":[157],"level":[158],"throughput":[160,197],"working":[162],"effectively":[163],"with":[164,199,220],"ones,":[169],"required":[173],"responsively.":[181],"Different":[182],"allowable":[183],"cycles":[184],"processing":[186],"time":[187],"examined":[189],"investigate":[191],"impact":[193],"on":[194],"along":[198,219],"experiments.":[201],"Results":[202],"show":[203],"there":[205,227],"many":[207],"opportunities":[209],"improve":[211],"MOP":[213],"methodology":[218],"low":[221],"investments.":[222],"analysis":[224],"shows":[225],"no":[229],"evidence":[230],"necessitates":[232],"adoption":[233],"full":[236],"automation":[237],"improving":[241],"production.":[243],"other":[245],"words,":[246],"section":[249],"involves":[253],"modifiable":[255],"optimizing":[258],"utilization":[260]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}