{"id":"https://openalex.org/W7216633309","doi":null,"title":"\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e04\u0e25\u0e31\u0e07\u0e08\u0e31\u0e14\u0e40\u0e01\u0e47\u0e1a\u0e27\u0e31\u0e15\u0e16\u0e38\u0e14\u0e34\u0e1a\u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e1c\u0e31\u0e07\u0e08\u0e31\u0e14\u0e27\u0e32\u0e07\u0e41\u0e25\u0e30\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07\u0e08\u0e31\u0e14\u0e27\u0e32\u0e07\u0e2a\u0e34\u0e19\u0e04\u0e49\u0e32\u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e1c\u0e25\u0e34\u0e15\u0e1c\u0e49\u0e32\u0e2d\u0e49\u0e2d\u0e21\u0e2a\u0e33\u0e40\u0e23\u0e47\u0e08\u0e23\u0e39\u0e1b\u0e41\u0e2b\u0e48\u0e07\u0e2b\u0e19\u0e36\u0e48\u0e07","display_name":"\u0e01\u0e32\u0e23\u0e1b\u0e23\u0e31\u0e1a\u0e1b\u0e23\u0e38\u0e07\u0e1b\u0e23\u0e30\u0e2a\u0e34\u0e17\u0e18\u0e34\u0e20\u0e32\u0e1e\u0e02\u0e2d\u0e07\u0e04\u0e25\u0e31\u0e07\u0e08\u0e31\u0e14\u0e40\u0e01\u0e47\u0e1a\u0e27\u0e31\u0e15\u0e16\u0e38\u0e14\u0e34\u0e1a\u0e14\u0e49\u0e27\u0e22\u0e01\u0e32\u0e23\u0e2d\u0e2d\u0e01\u0e41\u0e1a\u0e1a\u0e1c\u0e31\u0e07\u0e08\u0e31\u0e14\u0e27\u0e32\u0e07\u0e41\u0e25\u0e30\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e15\u0e33\u0e41\u0e2b\u0e19\u0e48\u0e07\u0e08\u0e31\u0e14\u0e27\u0e32\u0e07\u0e2a\u0e34\u0e19\u0e04\u0e49\u0e32\u0e02\u0e2d\u0e07\u0e1c\u0e39\u0e49\u0e1c\u0e25\u0e34\u0e15\u0e1c\u0e49\u0e32\u0e2d\u0e49\u0e2d\u0e21\u0e2a\u0e33\u0e40\u0e23\u0e47\u0e08\u0e23\u0e39\u0e1b\u0e41\u0e2b\u0e48\u0e07\u0e2b\u0e19\u0e36\u0e48\u0e07","publication_year":2022,"publication_date":"2022-06-29","ids":{"openalex":"https://openalex.org/W7216633309"},"language":"th","primary_location":{"id":"pmh:oai:ph02.tci-thaijo.org:article/245999","doi":null,"is_oa":true,"landing_page_url":"https://ph02.tci-thaijo.org/index.php/ienj/article/view/245999","pdf_url":"https://ph02.tci-thaijo.org/index.php/ienj/article/download/245999/167632","source":{"id":"https://openalex.org/S7407067082","display_name":"Thai Industrial Engineering Network Journal","issn_l":"2408-2635","issn":["2408-2635","2673-0006"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2408-2635","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://ph02.tci-thaijo.org/index.php/ienj/article/download/245999/167632","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5154714615","display_name":"Napattra Na Chiangmai","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Na Chiangmai, Napattra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5091112352","display_name":"Akkaranan Pongsathornwiwat","orcid":"https://orcid.org/0000-0003-0597-5424","observed_orcids":["https://orcid.org/0000-0003-0597-5424"]},"institutions":[{"id":"https://openalex.org/I159665162","display_name":"National Institute of Development Administration","ror":"https://ror.org/010g30191","country_code":"TH","type":"education","lineage":["https://openalex.org/I159665162"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pongsathornwiwat, Akkaranan","raw_affiliation_strings":["National Institute of Development Administration, Khlong Chan, Kapi, Bangkok 10240"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Development Administration, Khlong Chan, Kapi, Bangkok 10240","institution_ids":["https://openalex.org/I159665162"]}]}],"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":1.0,"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/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":1.0,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.0,"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/T11502","display_name":"Facility Location and Emergency Management","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/warehouse-layout-design","display_name":"warehouse layout design","score":0.9459999799728394},{"id":"https://openalex.org/keywords/storage-location-assignment","display_name":"storage location assignment","score":0.9950000047683716},{"id":"https://openalex.org/keywords/abc-analysis","display_name":"ABC classification","score":0.8199999928474426},{"id":"https://openalex.org/keywords/space-use","display_name":"space use","score":0.7630000114440918},{"id":"https://openalex.org/keywords/raw-material-storage","display_name":"raw material storage","score":0.7519999742507935},{"id":"https://openalex.org/keywords/warehouse-efficiency","display_name":"warehouse efficiency","score":0.6209999918937683},{"id":"https://openalex.org/keywords/transportation-cost-minimization","display_name":"transportation cost minimization","score":0.6970000267028809}],"concepts":[{"id":"https://openalex.org/C50416739","wikidata":"https://www.wikidata.org/wiki/Q181623","display_name":"Warehouse","level":2,"score":0.8220000267028809},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.5286999940872192},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5256999731063843},{"id":"https://openalex.org/C135572916","wikidata":"https://www.wikidata.org/wiki/Q193351","display_name":"Data warehouse","level":2,"score":0.5087000131607056},{"id":"https://openalex.org/C2779454638","wikidata":"https://www.wikidata.org/wiki/Q7100700","display_name":"Order picking","level":3,"score":0.47769999504089355},{"id":"https://openalex.org/C2778203192","wikidata":"https://www.wikidata.org/wiki/Q939723","display_name":"Aisle","level":2,"score":0.4442000091075897},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4366999864578247},{"id":"https://openalex.org/C2983137510","wikidata":"https://www.wikidata.org/wiki/Q1413942","display_name":"Material handling","level":2,"score":0.41690000891685486},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.4050999879837036},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.3797000050544739},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.350600004196167},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.319599986076355},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3138999938964844},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30630001425743103},{"id":"https://openalex.org/C108005400","wikidata":"https://www.wikidata.org/wiki/Q1305598","display_name":"Facility location problem","level":2,"score":0.2985000014305115},{"id":"https://openalex.org/C206139338","wikidata":"https://www.wikidata.org/wiki/Q192355","display_name":"Raw material","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C2985733770","wikidata":"https://www.wikidata.org/wiki/Q1233007","display_name":"Travel time","level":2,"score":0.25690001249313354},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.25119999051094055},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.25119999051094055},{"id":"https://openalex.org/C2985529240","wikidata":"https://www.wikidata.org/wiki/Q193395","display_name":"Digital storage","level":2,"score":0.25119999051094055},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ph02.tci-thaijo.org:article/245999","doi":null,"is_oa":true,"landing_page_url":"https://ph02.tci-thaijo.org/index.php/ienj/article/view/245999","pdf_url":"https://ph02.tci-thaijo.org/index.php/ienj/article/download/245999/167632","source":{"id":"https://openalex.org/S7407067082","display_name":"Thai Industrial Engineering Network Journal","issn_l":"2408-2635","issn":["2408-2635","2673-0006"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2408-2635","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ph02.tci-thaijo.org:article/245999","doi":null,"is_oa":true,"landing_page_url":"https://ph02.tci-thaijo.org/index.php/ienj/article/view/245999","pdf_url":"https://ph02.tci-thaijo.org/index.php/ienj/article/download/245999/167632","source":{"id":"https://openalex.org/S7407067082","display_name":"Thai Industrial Engineering Network Journal","issn_l":"2408-2635","issn":["2408-2635","2673-0006"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2408-2635","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.833299994468689,"id":"https://metadata.un.org/sdg/12"},{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7216633309.pdf","grobid_xml":"https://content.openalex.org/works/W7216633309.grobid-xml"},"referenced_works_count":1,"referenced_works":["https://openalex.org/W2906329952"],"related_works":["https://openalex.org/W7215497493","https://openalex.org/W7215507495","https://openalex.org/W4416337358","https://openalex.org/W7198703711","https://openalex.org/W1779196070","https://openalex.org/W7219508372","https://openalex.org/W7216945000","https://openalex.org/W7065156238","https://openalex.org/W7220242581","https://openalex.org/W7215492736"],"abstract_inverted_index":{"The":[0,23,48,216,295],"objective":[1],"of":[2,8,26,44,51,69,90,103,106,115,187,262,268,313],"this":[3,27,121,144],"research":[4,122],"is":[5,55,78,99,218,291],"to":[6,227,275,306,318],"design":[7],"optimal":[9,233,244],"layout":[10,135,149],"and":[11,136,150,157,193,195,231,279],"storage":[12,83,137],"location":[13],"assignment":[14],"for":[15,131,162,183],"warehouse":[16,54,108,134,173,264,316],"efficiency":[17,248,265],"improvements":[18],"in":[19,42,73,93,111,143,266],"a":[20,52,159],"diaper":[21],"manufacturing.":[22],"current":[24],"problems":[25],"case":[28,258],"study":[29],"are":[30,33,141,155],"that":[31,85,167,219,242],"there":[32,98],"two":[34],"warehouses":[35,297],"where":[36],"were":[37],"faced":[38],"with":[39],"inefficient":[40],"operations":[41],"term":[43],"lower":[45,64],"space":[46,49,65,288,311],"utilizations.":[47],"utilization":[50,66,289,302,312],"first":[53,95,296],"over":[56,301],"the":[57,74,81,94,112,125,133,164,171,176,185,190,197,200,208,220,228,232,243,250,254,257,269,280,287,300,310,314],"minimum":[58],"standards":[59],"about":[60],"151%,":[61],"while":[62,308],"facing":[63],"(17%":[67],"out":[68],"overall":[70],"available":[71],"spaces)":[72],"second":[75,315],"warehouse.":[76,96],"This":[77],"caused":[79],"by":[80,236,284],"ineffective":[82],"policy":[84],"keep":[86],"only":[87],"few":[88],"types":[89],"raw":[91],"materials":[92],"Furthermore,":[97],"unnecessary":[100],"travel":[101],"distances":[102],"pickers":[104],"because":[105],"inappropriate":[107],"layouts,":[109],"resulting":[110],"excessive":[113],"costs":[114],"production.":[116],"To":[117],"overcome":[118],"these":[119],"issues,":[120],"was":[123],"collected":[124],"data":[126],"on":[127],"SKUs\u2019":[128],"picking":[129],"frequency":[130],"reconsidering":[132],"relocation.":[138],"Two":[139],"models":[140],"proposed":[142],"study,":[145],"namely":[146],"ABC":[147,181],"class-based":[148,177,251],"Storage":[151,211],"Location":[152,212],"Assignment.":[153],"Both":[154],"analyzed":[156],"make":[158],"performance":[160,290],"comparison":[161],"finding":[163,184],"best":[165],"model":[166],"can":[168,259,298],"help":[169],"improve":[170],"better":[172,247,263],"efficiency.":[174],"In":[175],"model,":[178,205],"we":[179,206],"applied":[180],"analysis":[182,240],"classes":[186],"SKUs":[188,222],"regarding":[189],"high,":[191],"medium":[192],"low-frequency":[194],"assign":[196],"items":[198],"into":[199],"appropriate":[201],"zones.":[202],"For":[203,286],"another":[204],"formulated":[207],"problem":[209,303],"as":[210],"Assignment":[213],"Problem":[214],"(SLAC).":[215],"idea":[217],"fast-moving":[221],"should":[223],"be":[224],"located":[225],"close":[226],"I/O":[229],"stations":[230],"solution,":[234],"obtained":[235],"Open":[237],"Solver.":[238],"Our":[239],"shows":[241],"based-layout":[245],"has":[246],"than":[249],"one.":[252],"With":[253],"new":[255],"layout,":[256],"gain":[260],"benefit":[261],"terms":[267],"traveling":[270],"distance":[271],"reduction":[272],"from":[273,304],"77,592":[274],"35,760":[276],"meters":[277],"(54%)":[278],"transportation":[281],"cost":[282],"reduces":[283],"39%.":[285],"also":[292],"significantly":[293],"improve.":[294],"reduce":[299],"151%":[305],"96%,":[307],"increasing":[309],"up":[317],"99%.":[319]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-10-03T00:00:00"}
