{"id":"https://openalex.org/W7219878469","doi":"https://doi.org/10.62375/jmrib.v4i1.694","title":"Analisis Antrean SPBU dengan Model M/M/c dan Simulasi Arena untuk Optimalisasi (Studi Kasus: SPBU NOMOR 14.201.125, MEDAN)","display_name":"Analisis Antrean SPBU dengan Model M/M/c dan Simulasi Arena untuk Optimalisasi (Studi Kasus: SPBU NOMOR 14.201.125, MEDAN)","publication_year":2025,"publication_date":"2025-08-14","ids":{"openalex":"https://openalex.org/W7219878469","doi":"https://doi.org/10.62375/jmrib.v4i1.694"},"language":"en","primary_location":{"id":"pmh:oai:oai.journal.iteba.ac.id:article/694","doi":"https://doi.org/10.62375/jmrib.v4i1.694","is_oa":true,"landing_page_url":"https://journal.iteba.ac.id/index.php/jmrib/article/view/694","pdf_url":"https://journal.iteba.ac.id/index.php/jmrib/article/download/694/295","source":{"id":"https://openalex.org/S5407038370","display_name":"Jurnal Manajemen Rekayasa dan Inovasi Bisnis","issn_l":"2961-8975","issn":["2961-8975","2961-9351"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252984","host_organization_name":"Institut Teknologi Batam","host_organization_lineage":["https://openalex.org/I4405252984"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.62375/jmrib.v4i1","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal.iteba.ac.id/index.php/jmrib/article/download/694/295","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119412900","display_name":"Roberta Simarmata","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210149389","display_name":"Institut Sains dan Teknologi TD Pardede","ror":"https://ror.org/04yff2m38","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210149389"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"simarmata, roberta","raw_affiliation_strings":["Institut Teknologi  TD Pardede"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institut Teknologi  TD Pardede","institution_ids":["https://openalex.org/I4210149389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116200825","display_name":"Johana Sihol Marito Purba","orcid":"https://orcid.org/0000-0003-3101-3691","observed_orcids":["https://orcid.org/0000-0003-3101-3691"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Purba, Johana Sihol Marito","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5157027597","display_name":"Alia Dwi Septia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210149389","display_name":"Institut Sains dan Teknologi TD Pardede","ror":"https://ror.org/04yff2m38","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210149389"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Alia Dwi Septia","raw_affiliation_strings":["Program Studi Teknik Industri , Fakultas Teknologi Industri , Institut Teknologi dan Sains TD. Pardede"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Program Studi Teknik Industri , Fakultas Teknologi Industri , Institut Teknologi dan Sains TD. Pardede","institution_ids":["https://openalex.org/I4210149389"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9785000085830688,"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/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9785000085830688,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.005400000140070915,"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/T10524","display_name":"Traffic control and management","score":0.0017999999690800905,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/arena-simulation-software","display_name":"Arena simulation","score":0.8240000009536743},{"id":"https://openalex.org/keywords/load-balancing","display_name":"load balancing","score":0.8519999980926514},{"id":"https://openalex.org/keywords/bottleneck-identification","display_name":"bottleneck identification","score":0.6110000014305115},{"id":"https://openalex.org/keywords/fcfs-discipline","display_name":"FCFS discipline","score":0.6389999985694885}],"concepts":[{"id":"https://openalex.org/C111424310","wikidata":"https://www.wikidata.org/wiki/Q5282669","display_name":"Dispose pattern","level":2,"score":0.8461999893188477},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.6945000290870667},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5879999995231628},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5788999795913696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.506600022315979},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5026000142097473},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3698999881744385},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.36309999227523804},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.30869999527931213},{"id":"https://openalex.org/C2983289691","wikidata":"https://www.wikidata.org/wiki/Q7455768","display_name":"Service model","level":3,"score":0.29750001430511475},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C15587899","wikidata":"https://www.wikidata.org/wiki/Q7455812","display_name":"Service system","level":3,"score":0.26330000162124634},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2612000107765198}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:oai.journal.iteba.ac.id:article/694","doi":"https://doi.org/10.62375/jmrib.v4i1.694","is_oa":true,"landing_page_url":"https://journal.iteba.ac.id/index.php/jmrib/article/view/694","pdf_url":"https://journal.iteba.ac.id/index.php/jmrib/article/download/694/295","source":{"id":"https://openalex.org/S5407038370","display_name":"Jurnal Manajemen Rekayasa dan Inovasi Bisnis","issn_l":"2961-8975","issn":["2961-8975","2961-9351"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252984","host_organization_name":"Institut Teknologi Batam","host_organization_lineage":["https://openalex.org/I4405252984"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.62375/jmrib.v4i1","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:oai.journal.iteba.ac.id:article/694","doi":"https://doi.org/10.62375/jmrib.v4i1.694","is_oa":true,"landing_page_url":"https://journal.iteba.ac.id/index.php/jmrib/article/view/694","pdf_url":"https://journal.iteba.ac.id/index.php/jmrib/article/download/694/295","source":{"id":"https://openalex.org/S5407038370","display_name":"Jurnal Manajemen Rekayasa dan Inovasi Bisnis","issn_l":"2961-8975","issn":["2961-8975","2961-9351"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4405252984","host_organization_name":"Institut Teknologi Batam","host_organization_lineage":["https://openalex.org/I4405252984"],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"10.62375/jmrib.v4i1","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5142999887466431,"id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7219878469.pdf","grobid_xml":"https://content.openalex.org/works/W7219878469.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2151865982","https://openalex.org/W3033230221","https://openalex.org/W4308317609","https://openalex.org/W4388036150"],"related_works":["https://openalex.org/W4413505316","https://openalex.org/W3184757604","https://openalex.org/W7161004430","https://openalex.org/W7215994362","https://openalex.org/W7216118111","https://openalex.org/W4412463968","https://openalex.org/W7216574878","https://openalex.org/W7159023782","https://openalex.org/W4405198381","https://openalex.org/W4285312349"],"abstract_inverted_index":{"This":[0],"study":[1,176],"analyzes":[2],"the":[3,7,12],"queuing":[4],"system":[5],"at":[6,81],"Gatot":[8],"Subroto":[9],"SPBU":[10],"using":[11,39],"M/M/c":[13,47],"model":[14],"and":[15,21,25,33,44,88,106,117,144,172],"Arena":[16,77],"simulation":[17,78],"to":[18,74],"identify":[19],"bottlenecks":[20,80],"optimize":[22],"service.":[23],"Arrival":[24],"service":[26,104,137,186],"time":[27,138,156],"data":[28],"for":[29,55,67],"motorcycles":[30,56],"(Beta":[31],"distribution)":[32,36],"cars":[34,68],"(Weibull":[35],"were":[37],"modeled":[38],"Create,":[40],"Hold,":[41],"Decide,":[42],"Process,":[43],"Dispose":[45],"modules.":[46],"calculations":[48],"(C":[49],"=":[50,58,61,70,85,92],"2)":[51],"showed":[52],"high":[53],"alignment":[54],"(\u03c1":[57],"0.0885,":[59],"Wq":[60],"0.02998":[62],"minutes)":[63,72,87,94],"but":[64,184],"less":[65],"accuracy":[66],"(Wq":[69,84,91],"0.1361":[71],"due":[73],"non-exponential":[75],"distributions.":[76],"revealed":[79],"POM":[82,89,126,129,132],"2":[83],"0.1202":[86],"4":[90,114],"0.3642":[93],"caused":[95],"by":[96,141,151],"uneven":[97],"vehicle":[98,169],"distribution,":[99],"clustered":[100],"arrivals,":[101],"prolonged":[102],"car":[103,136,146],"times,":[105],"FCFS":[107],"discipline.":[108],"A":[109],"load":[110,165,179],"balancing":[111,180],"solution":[112],"with":[113],"Decide":[115],"modules":[116],"10":[118],"replications":[119],"increased":[120,158],"pump":[121,167],"utilization":[122],"(POM":[123],"1:":[124],"60%,":[125],"2:":[127],"29%,":[128],"3:":[130],"61%,":[131],"4:":[133],"25%),":[134],"reduced":[135,150],"(Ws":[139],"decreased":[140],"0.147":[142],"minutes),":[143],"lowered":[145],"queue":[147],"length":[148],"(Lq":[149],"0.0017),":[152],"though":[153],"motorcycle":[154,185],"waiting":[155],"slightly":[157],"(0.0255":[159],"minutes).":[160],"Practical":[161],"solutions":[162],"include":[163],"manual":[164],"balancing,":[166],"flexibility,":[168],"flow":[170],"optimization,":[171],"supportive":[173],"technology.":[174],"The":[175],"demonstrates":[177],"that":[178],"effectively":[181],"mitigates":[182],"bottlenecks,":[183],"requires":[187],"further":[188],"improvement.":[189]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-05T00:00:00"}