{"id":"https://openalex.org/W4391381545","doi":"https://doi.org/10.1109/wsc60868.2023.10408720","title":"Simulation-Based Evaluation of Imperfect Predictive Maintenance Models in Discrete Manufacturing: A Procedure Model and Case Study","display_name":"Simulation-Based Evaluation of Imperfect Predictive Maintenance Models in Discrete Manufacturing: A Procedure Model and Case Study","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4391381545","doi":"https://doi.org/10.1109/wsc60868.2023.10408720"},"language":"en","primary_location":{"id":"doi:10.1109/wsc60868.2023.10408720","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10408720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","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/A5061357536","display_name":"Clemens Gutschi","orcid":"https://orcid.org/0000-0002-6821-7703"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Clemens Gutschi","raw_affiliation_strings":["Graz University of Technology,Institute of Engineering and Business Informatics,Graz,Austria,8010"],"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Institute of Engineering and Business Informatics,Graz,Austria,8010","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002998506","display_name":"Nikolaus Furian","orcid":"https://orcid.org/0000-0002-2137-1527"},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Nikolaus Furian","raw_affiliation_strings":["Graz University of Technology,Institute of Engineering and Business Informatics,Graz,Austria,8010"],"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Institute of Engineering and Business Informatics,Graz,Austria,8010","institution_ids":["https://openalex.org/I4092182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027054706","display_name":"Siegfried Voessner","orcid":null},"institutions":[{"id":"https://openalex.org/I4092182","display_name":"Graz University of Technology","ror":"https://ror.org/00d7xrm67","country_code":"AT","type":"education","lineage":["https://openalex.org/I4092182"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Siegfried Voessner","raw_affiliation_strings":["Graz University of Technology,Institute of Engineering and Business Informatics,Graz,Austria,8010"],"affiliations":[{"raw_affiliation_string":"Graz University of Technology,Institute of Engineering and Business Informatics,Graz,Austria,8010","institution_ids":["https://openalex.org/I4092182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061357536"],"corresponding_institution_ids":["https://openalex.org/I4092182"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25730231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1984","last_page":"1995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11357","display_name":"Risk and Safety Analysis","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/reliability-engineering","display_name":"Reliability engineering","score":0.7093476057052612},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.6892247200012207},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6868020296096802},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6687197089195251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6652708053588867},{"id":"https://openalex.org/keywords/predictive-maintenance","display_name":"Predictive maintenance","score":0.6071557998657227},{"id":"https://openalex.org/keywords/maintenance-engineering","display_name":"Maintenance engineering","score":0.4436133801937103},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.44345518946647644},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.42465734481811523},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2519921660423279},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.16105064749717712}],"concepts":[{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.7093476057052612},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.6892247200012207},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6868020296096802},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6687197089195251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6652708053588867},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.6071557998657227},{"id":"https://openalex.org/C23725684","wikidata":"https://www.wikidata.org/wiki/Q616377","display_name":"Maintenance engineering","level":2,"score":0.4436133801937103},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.44345518946647644},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.42465734481811523},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2519921660423279},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.16105064749717712},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc60868.2023.10408720","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc60868.2023.10408720","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W338049722","https://openalex.org/W383151541","https://openalex.org/W1809873675","https://openalex.org/W1974311577","https://openalex.org/W1976193075","https://openalex.org/W1981360754","https://openalex.org/W1982275278","https://openalex.org/W1992200341","https://openalex.org/W2002352409","https://openalex.org/W2002717126","https://openalex.org/W2024905512","https://openalex.org/W2049757356","https://openalex.org/W2079340987","https://openalex.org/W2122051116","https://openalex.org/W2296186196","https://openalex.org/W2516839105","https://openalex.org/W2893780722","https://openalex.org/W2901298172","https://openalex.org/W2914170357","https://openalex.org/W2921142294","https://openalex.org/W2951663966","https://openalex.org/W2970385095","https://openalex.org/W2972137370","https://openalex.org/W2991915022","https://openalex.org/W3080089295","https://openalex.org/W3082233933","https://openalex.org/W3136177132","https://openalex.org/W3146391041","https://openalex.org/W4236555890","https://openalex.org/W4287779561","https://openalex.org/W4291366336","https://openalex.org/W4387547893"],"related_works":["https://openalex.org/W3091355065","https://openalex.org/W3006925589","https://openalex.org/W2248121975","https://openalex.org/W2998798568","https://openalex.org/W3120166577","https://openalex.org/W2011391307","https://openalex.org/W1999393241","https://openalex.org/W3217534076","https://openalex.org/W4390422666","https://openalex.org/W1660921355"],"abstract_inverted_index":{"The":[0,36,106],"performance":[1,37,63,98],"and":[2,31,46,88,99,116,118],"reliability":[3],"of":[4,38,48,64,69,84,92,102],"production":[5,66,104,128],"systems":[6,23,40,87],"is":[7,108],"greatly":[8],"affected":[9],"by":[10,34],"sudden":[11],"breakdowns.":[12],"In":[13,51],"order":[14],"to":[15,28],"avoid":[16],"these":[17],"unforeseen":[18],"interruptions,":[19],"predictive":[20],"maintenance":[21],"(PdM)":[22],"are":[24],"being":[25],"widely":[26],"used":[27],"predict":[29],"failures":[30],"prevent":[32],"outages":[33],"maintenance.":[35],"PdM":[39,86],"however":[41],"depend":[42],"heavily":[43],"on":[44,81,96],"precision":[45],"recall":[47],"prediction":[49],"results.":[50],"the":[52,62,82,90,97],"worst":[53],"case,":[54],"missing":[55],"or":[56],"false":[57],"alarms":[58],"can":[59],"actually":[60],"worsen":[61],"an":[65,126],"system":[67,129],"instead":[68],"improving":[70],"it.":[71],"We":[72],"present":[73],"a":[74,103,121,131],"new":[75],"procedural":[76],"model":[77,107],"which":[78],"specifically":[79],"focus":[80],"imperfection":[83],"such":[85],"estimate":[89],"impact":[91],"this":[93],"unwanted":[94],"property":[95],"economic":[100],"aspects":[101],"system.":[105],"presented":[109],"in":[110,120],"all":[111],"steps":[112],"needed":[113],"for":[114],"implementation":[115],"evaluation":[117],"demonstrated":[119],"realistic":[122],"use":[123],"case":[124],"examining":[125],"interlinked":[127],"with":[130],"simulation-based":[132],"approach.":[133]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
