{"id":"https://openalex.org/W4317815212","doi":"https://doi.org/10.1109/wsc57314.2022.10015252","title":"Autonomous Scheduling in Semiconductor Back-End Manufacturing","display_name":"Autonomous Scheduling in Semiconductor Back-End Manufacturing","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4317815212","doi":"https://doi.org/10.1109/wsc57314.2022.10015252"},"language":"en","primary_location":{"id":"doi:10.1109/wsc57314.2022.10015252","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015252","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 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":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/en/publications/5a539268-ffc2-4b7c-a881-f4da88e21892","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044871767","display_name":"Jelle Adan","orcid":"https://orcid.org/0000-0002-6431-5146"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Jelle Adan","raw_affiliation_strings":["School of Industrial Engineering, Eindhoven University of Technology,Eindhoven,MB,THE NETHERLANDS,5600"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Eindhoven University of Technology,Eindhoven,MB,THE NETHERLANDS,5600","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067635161","display_name":"Alp Ak\u00e7ay","orcid":"https://orcid.org/0000-0003-2000-6816"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alp Akcay","raw_affiliation_strings":["School of Industrial Engineering, Eindhoven University of Technology,Eindhoven,MB,THE NETHERLANDS,5600"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Industrial Engineering, Eindhoven University of Technology,Eindhoven,MB,THE NETHERLANDS,5600","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019888542","display_name":"John Fowler","orcid":"https://orcid.org/0000-0002-7112-8031"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Fowler","raw_affiliation_strings":["Arizona State University,Department of Supply Chain Management,Tempe,Arizona,USA,85287-4706"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Arizona State University,Department of Supply Chain Management,Tempe,Arizona,USA,85287-4706","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060256234","display_name":"Marc Albers","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marc Albers","raw_affiliation_strings":["Industrial Technology and Engineering Centre Nexperia,Nijmegen,THE NETHERLANDS,6534AB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Technology and Engineering Centre Nexperia,Nijmegen,THE NETHERLANDS,6534AB","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073091332","display_name":"Michael Geurtsen","orcid":"https://orcid.org/0000-0003-2296-353X"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Michael Geurtsen","raw_affiliation_strings":["School of Mechanical Engineering, Eindhoven University of Technology,Eindhoven,MB,THE NETHERLANDS,5600"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Eindhoven University of Technology,Eindhoven,MB,THE NETHERLANDS,5600","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044871767"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.6902,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65646492,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"3489","last_page":"3500"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9975000023841858,"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/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9894999861717224,"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/heuristics","display_name":"Heuristics","score":0.84928959608078},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7256385684013367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7100663185119629},{"id":"https://openalex.org/keywords/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.6297510266304016},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6127302050590515},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.5859898924827576},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.4740205407142639},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4482279121875763},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4140043258666992},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35235434770584106},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3350297510623932},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17015987634658813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0733729898929596}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.84928959608078},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7256385684013367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7100663185119629},{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.6297510266304016},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6127302050590515},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.5859898924827576},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.4740205407142639},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4482279121875763},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4140043258666992},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35235434770584106},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3350297510623932},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17015987634658813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0733729898929596},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/wsc57314.2022.10015252","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015252","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 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":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/5a539268-ffc2-4b7c-a881-f4da88e21892","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/5a539268-ffc2-4b7c-a881-f4da88e21892","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adan, J, Akcay, A, Fowler, J, Albers, M & Geurtsen, M 2023, Autonomous Scheduling in Semiconductor Back-End Manufacturing. in B Feng, G Pedrielli, Y Peng, S Shashaani, E Song, C G Corlu, L H Lee, E P Chew, T Roeder & P Lendermann (eds), Proceedings of the 2022 Winter Simulation Conference, WSC 2022 : Reimagine Tomorrow., 10015252, Institute of Electrical and Electronics Engineers, pp. 3489-3500, 2022 Winter Simulation Conference, WSC 2022, Singapore, Singapore, 11/12/22. https://doi.org/10.1109/WSC57314.2022.10015252","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.tue.nl:openaire/5a539268-ffc2-4b7c-a881-f4da88e21892","is_oa":true,"landing_page_url":"https://research.tue.nl/files/268931674/pdf.pdf","pdf_url":"https://pure.tue.nl/ws/files/268931674/pdf.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Adan, J, Akcay, A, Fowler, J, Albers, M & Geurtsen, M 2023, Autonomous Scheduling in Semiconductor Back-End Manufacturing. in B Feng, G Pedrielli, Y Peng, S Shashaani, E Song, C G Corlu, L H Lee, E P Chew, T Roeder & P Lendermann (eds), Proceedings of the 2022 Winter Simulation Conference, WSC 2022 : Reimagine Tomorrow., 10015252, Institute of Electrical and Electronics Engineers, pp. 3489-3500, 2022 Winter Simulation Conference, WSC 2022, Singapore, Singapore, 11/12/22. https://doi.org/10.1109/WSC57314.2022.10015252","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/5a539268-ffc2-4b7c-a881-f4da88e21892","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/5a539268-ffc2-4b7c-a881-f4da88e21892","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2022 Winter Simulation Conference, WSC 2022: Reimagine Tomorrow, 3489 - 3500","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/5a539268-ffc2-4b7c-a881-f4da88e21892","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/5a539268-ffc2-4b7c-a881-f4da88e21892","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Adan, J, Akcay, A, Fowler, J, Albers, M & Geurtsen, M 2023, Autonomous Scheduling in Semiconductor Back-End Manufacturing. in B Feng, G Pedrielli, Y Peng, S Shashaani, E Song, C G Corlu, L H Lee, E P Chew, T Roeder & P Lendermann (eds), Proceedings of the 2022 Winter Simulation Conference, WSC 2022 : Reimagine Tomorrow., 10015252, Institute of Electrical and Electronics Engineers, pp. 3489-3500, 2022 Winter Simulation Conference, WSC 2022, Singapore, Singapore, 11/12/22. https://doi.org/10.1109/WSC57314.2022.10015252","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W33608811","https://openalex.org/W2078533235","https://openalex.org/W2233890175","https://openalex.org/W2312970899","https://openalex.org/W2809932927","https://openalex.org/W2970576388","https://openalex.org/W3081381438","https://openalex.org/W4206324317","https://openalex.org/W4387736683","https://openalex.org/W6781907315","https://openalex.org/W6857162241"],"related_works":["https://openalex.org/W1571475181","https://openalex.org/W2017049928","https://openalex.org/W2077328348","https://openalex.org/W2384968155","https://openalex.org/W303715527","https://openalex.org/W2080254140","https://openalex.org/W2097417402","https://openalex.org/W2367557013","https://openalex.org/W2226740602","https://openalex.org/W2170887603"],"abstract_inverted_index":{"Production":[0],"scheduling":[1,27],"decisions":[2],"have":[3],"a":[4,33,52,82],"large":[5],"impact":[6],"on":[7],"efficiency":[8],"and":[9,20,115],"output,":[10],"especially":[11],"in":[12],"complex":[13],"environments":[14],"such":[15],"as":[16,93,95],"those":[17],"with":[18,98],"sequence-":[19],"machine-dependent":[21],"setup":[22],"times.":[23],"In":[24,37],"practice,":[25],"these":[26,75],"problems":[28],"are":[29,107],"usually":[30],"solved":[31],"for":[32],"fixed":[34],"time":[35],"ahead.":[36],"semiconductor":[38],"back-end":[39],"manufacturing,":[40],"given":[41],"the":[42,45,72,78,87,90,99,124,127,132,135],"dynamics":[43,88],"of":[44,74,89,126],"environment,":[46],"it":[47,60,139],"is":[48,54,61,113,140],"commonly":[49],"observed":[50],"that":[51,69,103,142],"schedule":[53],"no":[55],"longer":[56],"optimal":[57],"soon":[58],"after":[59],"made.":[62],"Here,":[63],"we":[64],"propose":[65],"time-based":[66],"rescheduling":[67,128,143],"heuristics":[68],"can":[70,144],"mitigate":[71],"effect":[73],"deviations":[76],"from":[77],"schedules.":[79],"We":[80],"build":[81],"simulation":[83,110],"model":[84],"to":[85,122,134],"represent":[86],"shop":[91],"floor":[92],"well":[94],"its":[96],"interaction":[97],"upper":[100],"management":[101],"level":[102],"decides":[104],"how":[105],"orders":[106],"released.":[108],"The":[109],"model,":[111],"which":[112],"built":[114],"validated":[116],"using":[117],"real-world":[118],"data,":[119],"enables":[120],"us":[121],"evaluate":[123],"performance":[125,148],"heuristics.":[129],"By":[130],"comparing":[131],"results":[133],"case":[136],"without":[137],"rescheduling,":[138],"shown":[141],"significantly":[145],"improve":[146],"relevant":[147],"measures.":[149]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
