{"id":"https://openalex.org/W2168946434","doi":"https://doi.org/10.1109/cdc.2010.5717523","title":"Optimization of Preventive Maintenance scheduling in semiconductor manufacturing models using a simulation-based Approximate Dynamic Programming approach","display_name":"Optimization of Preventive Maintenance scheduling in semiconductor manufacturing models using a simulation-based Approximate Dynamic Programming approach","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2168946434","doi":"https://doi.org/10.1109/cdc.2010.5717523","mag":"2168946434"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2010.5717523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2010.5717523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"49th IEEE Conference on Decision and Control (CDC)","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/A5040177984","display_name":"Jos\u00e9 A. Ram\u00edrez\u2010Hern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jose A. Ramirez-Hernandez","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Cincinnati, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Cincinnati, OH, USA","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110915426","display_name":"Emmanuel Fernandez","orcid":null},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emmanuel Fernandez","raw_affiliation_strings":["Department of Electrical & Computer Engineering, University of Cincinnati, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical & Computer Engineering, University of Cincinnati, OH, USA","institution_ids":["https://openalex.org/I63135867"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040177984"],"corresponding_institution_ids":["https://openalex.org/I63135867"],"apc_list":null,"apc_paid":null,"fwci":2.2552,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.89893273,"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":"3944","last_page":"3949"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12794","display_name":"Adaptive Dynamic Programming Control","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9505000114440918,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6615588665008545},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.620207667350769},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6025180220603943},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.5598978400230408},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5537779331207275},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.5217512845993042},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.51682049036026},{"id":"https://openalex.org/keywords/preventive-maintenance","display_name":"Preventive maintenance","score":0.5120065808296204},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.426058292388916},{"id":"https://openalex.org/keywords/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.4205814599990845},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30088961124420166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18595126271247864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18470269441604614},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.08905115723609924}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6615588665008545},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.620207667350769},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6025180220603943},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.5598978400230408},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5537779331207275},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.5217512845993042},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.51682049036026},{"id":"https://openalex.org/C24090081","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Preventive maintenance","level":2,"score":0.5120065808296204},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.426058292388916},{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.4205814599990845},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30088961124420166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18595126271247864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18470269441604614},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.08905115723609924},{"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/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"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/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},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc.2010.5717523","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2010.5717523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"49th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1534175858","https://openalex.org/W1552132860","https://openalex.org/W1576452626","https://openalex.org/W1601081659","https://openalex.org/W1967037758","https://openalex.org/W1971923085","https://openalex.org/W1999466943","https://openalex.org/W2075754841","https://openalex.org/W2078583263","https://openalex.org/W2082791325","https://openalex.org/W2098432798","https://openalex.org/W2103198983","https://openalex.org/W2109341366","https://openalex.org/W2111095683","https://openalex.org/W2118314677","https://openalex.org/W2119567691","https://openalex.org/W2121863487","https://openalex.org/W2135128848","https://openalex.org/W2143789179","https://openalex.org/W2163757676","https://openalex.org/W2173945562","https://openalex.org/W2305373430","https://openalex.org/W2334782222","https://openalex.org/W2487144912","https://openalex.org/W2505159842","https://openalex.org/W3142690970","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W2056013424","https://openalex.org/W1967226400","https://openalex.org/W4214827973","https://openalex.org/W2046656570","https://openalex.org/W3172150420","https://openalex.org/W2107725657","https://openalex.org/W2241208925","https://openalex.org/W2389441626","https://openalex.org/W2126691367","https://openalex.org/W2041628555"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"initial":[3],"results":[4],"on":[5,46],"the":[6,17,31,52,60,106,114,120],"application":[7],"of":[8,19,59,116,137],"a":[9,56,82,89,94,100,125,135],"simulation-based":[10],"Approximate":[11],"Dynamic":[12],"Programming":[13],"(ADP)":[14],"approach":[15,43,97],"for":[16,64],"optimization":[18,71],"Preventive":[20],"Maintenance":[21],"(PM)":[22],"scheduling":[23],"decisions":[24],"in":[25,50,119,128],"semiconductor":[26],"manufacturing":[27],"systems.":[28],"In":[29],"particular,":[30],"so-called":[32],"Intel":[33,121],"Mini-Fab":[34,122],"benchmark":[35],"is":[36,44,75],"used":[37],"as":[38],"an":[39,47,65],"illustrative":[40],"example.":[41],"Our":[42,85],"based":[45],"actor-critic":[48],"architecture":[49],"which":[51],"critic":[53],"corresponds":[54],"to":[55,98],"parametric":[57,102],"estimation":[58],"optimal":[61,107],"differential":[62,108],"cost":[63,69,109],"infinite":[66],"horizon":[67],"average":[68,129],"criterion-based":[70],"model.":[72],"The":[73],"actor":[74],"defined":[76],"using":[77],"post-decision":[78],"state":[79],"variables":[80],"and":[81],"heuristic":[83],"approach.":[84],"algorithm":[86,92,118],"also":[87],"utilizes":[88],"temporal-difference":[90],"learning":[91],"with":[93,134],"gradient":[95],"descent":[96],"tune":[99],"linear":[101],"structure":[103],"that":[104],"approximates":[105],"function.":[110],"Simulation":[111],"experiments":[112],"validated":[113],"applicability":[115],"our":[117],"by":[123],"showing":[124],"significant":[126],"reduction":[127],"cycle":[130],"time":[131],"when":[132],"compared":[133],"series":[136],"fixed":[138],"baseline":[139],"PM":[140],"schedules.":[141]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
