{"id":"https://openalex.org/W2973447725","doi":"https://doi.org/10.1109/coase.2019.8842942","title":"What are the Most Informative Data for Virtual Metrology? A use case on Multi-Stage Processes Fault Prediction","display_name":"What are the Most Informative Data for Virtual Metrology? A use case on Multi-Stage Processes Fault Prediction","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2973447725","doi":"https://doi.org/10.1109/coase.2019.8842942","mag":"2973447725"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2019.8842942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5006010436","display_name":"Marco Maggipinto","orcid":"https://orcid.org/0000-0003-4705-9651"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Maggipinto","raw_affiliation_strings":["Department of Information Engineering, Univ. of Padova IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Univ. of Padova IT","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026617079","display_name":"Gian Antonio Susto","orcid":"https://orcid.org/0000-0001-5739-9639"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gian Antonio Susto","raw_affiliation_strings":["Department of Information Engineering, Univ. of Padova IT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Univ. of Padova IT","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056113043","display_name":"Federico Zocco","orcid":"https://orcid.org/0000-0002-6631-7081"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Federico Zocco","raw_affiliation_strings":["Centre For Intelligent Autonomous Manufacturing Systems at Queen\u2019s University Belfast, UK","Centre For Intelligent Autonomous Manufacturing Systems at Queen's University Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre For Intelligent Autonomous Manufacturing Systems at Queen\u2019s University Belfast, UK","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"Centre For Intelligent Autonomous Manufacturing Systems at Queen's University Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005974306","display_name":"Se\u00e1n McLoone","orcid":"https://orcid.org/0000-0002-3016-6197"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sean McLoone","raw_affiliation_strings":["Centre For Intelligent Autonomous Manufacturing Systems at Queen\u2019s University Belfast, UK","Centre For Intelligent Autonomous Manufacturing Systems at Queen's University Belfast, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre For Intelligent Autonomous Manufacturing Systems at Queen\u2019s University Belfast, UK","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"Centre For Intelligent Autonomous Manufacturing Systems at Queen's University Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1796","last_page":"1801"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9986000061035156,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9986000061035156,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.991599977016449,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/metrology","display_name":"Metrology","score":0.7883627414703369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757221817970276},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.5961470603942871},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5518975853919983},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5298870205879211},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.49360787868499756},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4901147782802582},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.46560126543045044},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.43417078256607056},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4283011257648468},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4111171066761017},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20582106709480286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19828861951828003},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11306893825531006},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08506572246551514}],"concepts":[{"id":"https://openalex.org/C195766429","wikidata":"https://www.wikidata.org/wiki/Q394","display_name":"Metrology","level":2,"score":0.7883627414703369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757221817970276},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5961470603942871},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5518975853919983},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5298870205879211},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.49360787868499756},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4901147782802582},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.46560126543045044},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.43417078256607056},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4283011257648468},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4111171066761017},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20582106709480286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19828861951828003},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11306893825531006},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08506572246551514},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/coase.2019.8842942","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2019.8842942","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/3fa1ff93-19db-4f88-b8c2-cc415c943c5f","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/3fa1ff93-19db-4f88-b8c2-cc415c943c5f","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"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":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:www.research.unipd.it:11577/3325146","is_oa":false,"landing_page_url":"http://hdl.handle.net/11577/3325146","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1575628899","https://openalex.org/W1663973292","https://openalex.org/W2015853970","https://openalex.org/W2037855648","https://openalex.org/W2058299210","https://openalex.org/W2060880752","https://openalex.org/W2066567429","https://openalex.org/W2072124697","https://openalex.org/W2076930403","https://openalex.org/W2115540908","https://openalex.org/W2120967219","https://openalex.org/W2147973445","https://openalex.org/W2151505334","https://openalex.org/W2152798666","https://openalex.org/W2166774870","https://openalex.org/W2226450201","https://openalex.org/W2247514075","https://openalex.org/W2342724584","https://openalex.org/W2480790672","https://openalex.org/W2507812949","https://openalex.org/W2517333941","https://openalex.org/W2570571418","https://openalex.org/W2590542424","https://openalex.org/W2612482948","https://openalex.org/W2614097522","https://openalex.org/W2735220221","https://openalex.org/W2762210428","https://openalex.org/W2808993481","https://openalex.org/W2811224883","https://openalex.org/W6677553139"],"related_works":["https://openalex.org/W1998546186","https://openalex.org/W2061967405","https://openalex.org/W2174860717","https://openalex.org/W2392646414","https://openalex.org/W2110528520","https://openalex.org/W2021243286","https://openalex.org/W2590542424","https://openalex.org/W2182528902","https://openalex.org/W2117909565","https://openalex.org/W3022704286"],"abstract_inverted_index":{"In":[0,12,100],"recent":[1],"years,":[2],"Data":[3],"intensive":[4],"technologies":[5],"have":[6],"become":[7],"widespread":[8],"in":[9,49,60],"semiconductor":[10],"manufacturing.":[11],"particular,":[13],"Virtual":[14],"Metrology":[15],"(VM)":[16],"solutions":[17,28],"had":[18],"proliferated":[19],"for":[20,76],"quality,":[21],"control":[22],"and":[23,41,94,113],"sampling":[24],"optimization":[25],"purposes.":[26],"VM":[27,50,87,109],"provide":[29,104],"estimations":[30],"of":[31,46,62,107],"costly":[32],"measures":[33],"from":[34],"already":[35],"available":[36],"data,":[37],"allowing":[38],"cost":[39],"reduction":[40],"increased":[42],"throughput.":[43],"While":[44],"most":[45,56,73],"the":[47,55,72],"literature":[48,83],"is":[51,79,84],"focused":[52],"on":[53,89,111,115],"providing":[54],"accurate":[57],"methodological":[58],"approach":[59],"terms":[61],"prediction":[63],"accuracy,":[64],"no":[65],"work":[66,102],"has":[67],"previously":[68],"investigated":[69],"which":[70],"are":[71],"informative":[74],"data":[75],"VM.":[77],"This":[78],"particularly":[80],"relevant":[81],"since":[82],"divided":[85],"between":[86,108],"based":[88,110],"Optical":[90],"Emission":[91],"Spectroscopy":[92],"(OES)":[93],"Key":[95],"Parameter":[96],"Indicators":[97],"(KPI)":[98],"data.":[99],"this":[101],"we":[103],"a":[105,116,122],"comparison":[106],"OES":[112],"KPIs":[114],"real":[117],"case":[118],"study":[119],"related":[120],"to":[121],"multi-stage":[123],"modeling":[124],"problem.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}
