{"id":"https://openalex.org/W3115962025","doi":"https://doi.org/10.1080/00207543.2020.1859634","title":"Order release planning with predictive lead times: a machine learning approach","display_name":"Order release planning with predictive lead times: a machine learning approach","publication_year":2020,"publication_date":"2020-12-26","ids":{"openalex":"https://openalex.org/W3115962025","doi":"https://doi.org/10.1080/00207543.2020.1859634","mag":"3115962025"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2020.1859634","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1859634","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1859634?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1859634?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041764086","display_name":"Manuel Schneckenreither","orcid":"https://orcid.org/0000-0002-4812-4665"},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Manuel Schneckenreither","raw_affiliation_strings":["Department of Information Systems, Production and Logistics Management, University of Innsbruck","Department of Information Systems, Production and Logistics Management, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":"https://orcid.org/0000-0002-4812-4665","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Production and Logistics Management, University of Innsbruck","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"Department of Information Systems, Production and Logistics Management, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086985950","display_name":"Stefan Haeussler","orcid":null},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Stefan Haeussler","raw_affiliation_strings":["Department of Information Systems, Production and Logistics Management, University of Innsbruck","Department of Information Systems, Production and Logistics Management, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":"https://orcid.org/0000-0003-2589-1367","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Production and Logistics Management, University of Innsbruck","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"Department of Information Systems, Production and Logistics Management, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083690555","display_name":"Christoph Gerhold","orcid":null},"institutions":[{"id":"https://openalex.org/I190249584","display_name":"Universit\u00e4t Innsbruck","ror":"https://ror.org/054pv6659","country_code":"AT","type":"education","lineage":["https://openalex.org/I190249584"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Christoph Gerhold","raw_affiliation_strings":["Department of Information Systems, Production and Logistics Management, University of Innsbruck","Department of Information Systems, Production and Logistics Management, University of Innsbruck, Innsbruck, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Production and Logistics Management, University of Innsbruck","institution_ids":["https://openalex.org/I190249584"]},{"raw_affiliation_string":"Department of Information Systems, Production and Logistics Management, University of Innsbruck, Innsbruck, Austria","institution_ids":["https://openalex.org/I190249584"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041764086"],"corresponding_institution_ids":["https://openalex.org/I190249584"],"apc_list":null,"apc_paid":null,"fwci":7.7879,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.97354828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"59","issue":"11","first_page":"3285","last_page":"3303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9810000061988831,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9746000170707703,"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/lead-time","display_name":"Lead time","score":0.8680363893508911},{"id":"https://openalex.org/keywords/traverse","display_name":"Traverse","score":0.8035197257995605},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6513960361480713},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6478519439697266},{"id":"https://openalex.org/keywords/lead","display_name":"Lead (geology)","score":0.608248233795166},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5599901676177979},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.5359011888504028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5293529629707336},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5273595452308655},{"id":"https://openalex.org/keywords/build-to-order","display_name":"Build to order","score":0.524321436882019},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.4806765019893646},{"id":"https://openalex.org/keywords/production-planning","display_name":"Production planning","score":0.4729563891887665},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4114459156990051},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3905850350856781},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.38697338104248047},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3642268180847168},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3344431519508362},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31477129459381104},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.16680312156677246},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13285070657730103}],"concepts":[{"id":"https://openalex.org/C2781468064","wikidata":"https://www.wikidata.org/wiki/Q1267117","display_name":"Lead time","level":2,"score":0.8680363893508911},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.8035197257995605},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6513960361480713},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6478519439697266},{"id":"https://openalex.org/C2777093003","wikidata":"https://www.wikidata.org/wiki/Q6508345","display_name":"Lead (geology)","level":2,"score":0.608248233795166},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5599901676177979},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.5359011888504028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5293529629707336},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5273595452308655},{"id":"https://openalex.org/C142000545","wikidata":"https://www.wikidata.org/wiki/Q1003004","display_name":"Build to order","level":3,"score":0.524321436882019},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.4806765019893646},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.4729563891887665},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4114459156990051},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3905850350856781},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.38697338104248047},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3642268180847168},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3344431519508362},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31477129459381104},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.16680312156677246},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13285070657730103},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2020.1859634","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1859634","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1859634?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:59:y:2021:i:11:p:3285-3303","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2020.1859634","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:diglib.uibk.ac.at/:5922908","is_oa":true,"landing_page_url":"https://resolver.obvsg.at/urn:nbn:at:at-ubi:3-16658","pdf_url":null,"source":{"id":"https://openalex.org/S4306401999","display_name":"Digital Library of the University of Innsbruck (University of Innsbruck)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I143397708","host_organization_name":"Innsbruck Medical University","host_organization_lineage":["https://openalex.org/I143397708"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1080/00207543.2020.1859634","is_oa":true,"landing_page_url":"https://doi.org/10.1080/00207543.2020.1859634","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/00207543.2020.1859634?needAccess=true","source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4000000059604645}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3115962025.pdf"},"referenced_works_count":84,"referenced_works":["https://openalex.org/W41949368","https://openalex.org/W328328253","https://openalex.org/W350071688","https://openalex.org/W632121188","https://openalex.org/W1495951130","https://openalex.org/W1508211353","https://openalex.org/W1565059248","https://openalex.org/W1574226578","https://openalex.org/W1600254473","https://openalex.org/W1676075957","https://openalex.org/W1964960433","https://openalex.org/W1964980244","https://openalex.org/W1968575874","https://openalex.org/W1969216601","https://openalex.org/W1983658576","https://openalex.org/W1988629655","https://openalex.org/W1989376829","https://openalex.org/W1991754738","https://openalex.org/W1991917671","https://openalex.org/W1992870153","https://openalex.org/W2001182280","https://openalex.org/W2002410899","https://openalex.org/W2003133749","https://openalex.org/W2003443409","https://openalex.org/W2009054375","https://openalex.org/W2010647655","https://openalex.org/W2013689299","https://openalex.org/W2017205029","https://openalex.org/W2022567349","https://openalex.org/W2029156250","https://openalex.org/W2030725293","https://openalex.org/W2030958653","https://openalex.org/W2031415783","https://openalex.org/W2033403227","https://openalex.org/W2041039736","https://openalex.org/W2042567292","https://openalex.org/W2046935534","https://openalex.org/W2047776982","https://openalex.org/W2065229866","https://openalex.org/W2073253849","https://openalex.org/W2074984607","https://openalex.org/W2075033586","https://openalex.org/W2075156656","https://openalex.org/W2082878154","https://openalex.org/W2087955975","https://openalex.org/W2088905799","https://openalex.org/W2089110406","https://openalex.org/W2089692242","https://openalex.org/W2090403973","https://openalex.org/W2091576556","https://openalex.org/W2095330852","https://openalex.org/W2097984481","https://openalex.org/W2099990933","https://openalex.org/W2103955654","https://openalex.org/W2110296176","https://openalex.org/W2110621029","https://openalex.org/W2114701066","https://openalex.org/W2124162347","https://openalex.org/W2138237750","https://openalex.org/W2138270378","https://openalex.org/W2139637740","https://openalex.org/W2143843208","https://openalex.org/W2146502635","https://openalex.org/W2151359101","https://openalex.org/W2153599251","https://openalex.org/W2156387975","https://openalex.org/W2158703918","https://openalex.org/W2164239387","https://openalex.org/W2167747046","https://openalex.org/W2167860374","https://openalex.org/W2171391483","https://openalex.org/W2175889405","https://openalex.org/W2312842728","https://openalex.org/W2339004691","https://openalex.org/W2751557730","https://openalex.org/W2792401775","https://openalex.org/W2889107999","https://openalex.org/W2898893563","https://openalex.org/W2914557154","https://openalex.org/W2955666047","https://openalex.org/W2997858237","https://openalex.org/W3008222477","https://openalex.org/W4242480684","https://openalex.org/W6682889407"],"related_works":["https://openalex.org/W3108315613","https://openalex.org/W4291265047","https://openalex.org/W3153279542","https://openalex.org/W2016236059","https://openalex.org/W2134357101","https://openalex.org/W2987172745","https://openalex.org/W2079600862","https://openalex.org/W843940834","https://openalex.org/W2617572788","https://openalex.org/W1992685939"],"abstract_inverted_index":{"An":[0],"essential":[1],"task":[2],"in":[3,126,187],"manufacturing":[4],"planning":[5],"and":[6,39,123,145,150,184],"control":[7],"is":[8,22,27],"to":[9,12,15,55,81,96,113,154],"determine":[10],"when":[11],"release":[13,35,64,129,158],"orders":[14,52],"the":[16,23,28,34,49,57,83,86,115,127,147,151,161,174],"shop":[17],"floor.":[18],"One":[19],"key":[20],"parameter":[21],"lead":[24,68,98,111],"time":[25,30,51,93,112],"which":[26],"planned":[29],"that":[31,75,165],"elapses":[32],"between":[33,119],"of":[36,85,140],"an":[37,102],"order":[38,63,128,157],"its":[40],"completion.":[41],"Lead":[42],"times":[43,99],"are":[44],"normally":[45],"determined":[46],"based":[47],"on":[48],"observed":[50],"previously":[53],"took":[54],"traverse":[56],"production":[58],"system":[59],"(flow":[60],"times).":[61],"Traditional":[62],"models":[65,159],"assume":[66],"static":[67],"times,":[69],"although":[70],"it":[71],"has":[72],"been":[73],"shown":[74],"they":[76],"should":[77],"be":[78],"set":[79,97],"dynamically":[80,100],"reflect":[82],"dynamics":[84],"system.":[87],"Therefore,":[88],"we":[89,107],"present":[90],"a":[91,109,137,141],"flow":[92],"estimation":[94],"procedure":[95],"using":[101,136,169],"artificial":[103,170],"neural":[104,171],"network.":[105],"Additionally,":[106],"implement":[108],"safety":[110],"incorporate":[114],"underlying":[116],"cost":[117,152],"ratio":[118],"finished":[120],"inventory":[121],"holding":[122],"backorder":[124],"costs":[125],"model.":[130],"We":[131,163],"test":[132],"our":[133,166],"proposed":[134,167],"approach":[135],"simulation":[138],"model":[139,168],"three-stage":[142],"make-to-order":[143],"flow-shop":[144],"compare":[146],"forecast":[148],"accuracy":[149],"performance":[153],"other":[155,175],"forecast-based":[156],"from":[160],"literature.":[162],"show":[164],"networks":[172],"outperforms":[173],"tested":[176],"approaches,":[177],"especially":[178],"for":[179],"scenarios":[180],"with":[181],"high":[182,185],"utilisation":[183],"variability":[186],"processing":[188],"times.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":9}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2021-01-05T00:00:00"}
