{"id":"https://openalex.org/W4293093507","doi":"https://doi.org/10.1109/iccad55197.2022.9853997","title":"1D ResNet for Fault Detection and Classification on Sensor Data in Semiconductor Manufacturing","display_name":"1D ResNet for Fault Detection and Classification on Sensor Data in Semiconductor Manufacturing","publication_year":2022,"publication_date":"2022-07-13","ids":{"openalex":"https://openalex.org/W4293093507","doi":"https://doi.org/10.1109/iccad55197.2022.9853997"},"language":"en","primary_location":{"id":"doi:10.1109/iccad55197.2022.9853997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad55197.2022.9853997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Control, Automation and Diagnosis (ICCAD)","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/A5003313684","display_name":"Philip Tchatchoua","orcid":"https://orcid.org/0000-0001-5740-9884"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philip Tchatchoua","raw_affiliation_strings":["Universit&#x00E9; de Toulon, CNRS, LIS,Aix Marseille Univ,Marseille,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Toulon, CNRS, LIS,Aix Marseille Univ,Marseille,France","institution_ids":["https://openalex.org/I143002897","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060836017","display_name":"Guillaume Graton","orcid":"https://orcid.org/0000-0002-7864-9040"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"id":"https://openalex.org/I4210142724","display_name":"Centrale Marseille","ror":"https://ror.org/040baw385","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210142724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Guillaume Graton","raw_affiliation_strings":["Universit&#x00E9; de Toulon, CNRS, LIS Ecole Centrale Marseille,Aix Marseille Univ,Marseille,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Toulon, CNRS, LIS Ecole Centrale Marseille,Aix Marseille Univ,Marseille,France","institution_ids":["https://openalex.org/I4210142724","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110160381","display_name":"Mustapha Ouladsine","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I143002897","display_name":"Universit\u00e9 de Toulon","ror":"https://ror.org/02m9kbe37","country_code":"FR","type":"education","lineage":["https://openalex.org/I143002897"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mustapha Ouladsine","raw_affiliation_strings":["Universit&#x00E9; de Toulon, CNRS, LIS,Aix Marseille Univ,Marseille,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; de Toulon, CNRS, LIS,Aix Marseille Univ,Marseille,France","institution_ids":["https://openalex.org/I143002897","https://openalex.org/I4210114274","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085882968","display_name":"Julien Muller","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088137","display_name":"Toulon Var Technologies (France)","ror":"https://ror.org/009n2kd47","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210088137"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Muller","raw_affiliation_strings":["EZAKO,Toulon,France","EZAKO, Toulon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EZAKO,Toulon,France","institution_ids":[]},{"raw_affiliation_string":"EZAKO, Toulon, France","institution_ids":["https://openalex.org/I4210088137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065289353","display_name":"Abraham Traor\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I4210088137","display_name":"Toulon Var Technologies (France)","ror":"https://ror.org/009n2kd47","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210088137"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Abraham Traore","raw_affiliation_strings":["EZAKO,Toulon,France","EZAKO, Toulon, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"EZAKO,Toulon,France","institution_ids":[]},{"raw_affiliation_string":"EZAKO, Toulon, France","institution_ids":["https://openalex.org/I4210088137"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068269319","display_name":"Michel Juge","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104693","display_name":"STMicroelectronics (France)","ror":"https://ror.org/01c74sd89","country_code":"FR","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210104693"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Juge","raw_affiliation_strings":["STMicroelectronics,Rousset,France","STMicroelectronics, Rousset, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMicroelectronics,Rousset,France","institution_ids":["https://openalex.org/I4210104693"]},{"raw_affiliation_string":"STMicroelectronics, Rousset, France","institution_ids":["https://openalex.org/I4210104693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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":0.9998000264167786,"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":0.9998000264167786,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9916999936103821,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9761000275611877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.749416172504425},{"id":"https://openalex.org/keywords/wafer-fabrication","display_name":"Wafer fabrication","score":0.632631778717041},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6124203205108643},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5844599604606628},{"id":"https://openalex.org/keywords/wafer","display_name":"Wafer","score":0.5771609544754028},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5672182440757751},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4791659414768219},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.47138696908950806},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.46969151496887207},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.429412305355072},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.3616507053375244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28001129627227783},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22144702076911926},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07655179500579834}],"concepts":[{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.749416172504425},{"id":"https://openalex.org/C35750839","wikidata":"https://www.wikidata.org/wiki/Q7959421","display_name":"Wafer fabrication","level":3,"score":0.632631778717041},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6124203205108643},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5844599604606628},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.5771609544754028},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5672182440757751},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4791659414768219},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.47138696908950806},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.46969151496887207},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.429412305355072},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.3616507053375244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28001129627227783},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22144702076911926},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07655179500579834},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad55197.2022.9853997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad55197.2022.9853997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322569","display_name":"STMicroelectronics","ror":"https://ror.org/00wm3b005"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1526622935","https://openalex.org/W2016211854","https://openalex.org/W2062085210","https://openalex.org/W2068258779","https://openalex.org/W2123615281","https://openalex.org/W2156784583","https://openalex.org/W2194775991","https://openalex.org/W2480362935","https://openalex.org/W2552323566","https://openalex.org/W2553245249","https://openalex.org/W2594332903","https://openalex.org/W2810688721","https://openalex.org/W2946530240","https://openalex.org/W2963446712","https://openalex.org/W2970706158","https://openalex.org/W3018960895","https://openalex.org/W3128775465","https://openalex.org/W3155206335","https://openalex.org/W3202584185","https://openalex.org/W3203047944","https://openalex.org/W4385245566","https://openalex.org/W6626481562","https://openalex.org/W6739901393","https://openalex.org/W6752043570"],"related_works":["https://openalex.org/W2170726572","https://openalex.org/W2146435486","https://openalex.org/W2006086900","https://openalex.org/W1483119123","https://openalex.org/W2377558694","https://openalex.org/W2992897358","https://openalex.org/W2394172622","https://openalex.org/W1594978932","https://openalex.org/W2083418455","https://openalex.org/W2140718007"],"abstract_inverted_index":{"With":[0],"much":[1],"attention":[2],"being":[3],"placed":[4],"on":[5,59],"reducing":[6],"manufacturing":[7,34,81,101,148],"costs":[8],"and":[9,36,105],"improving":[10],"productivity,":[11],"maintaining":[12],"process":[13,82],"tools":[14,98],"in":[15,83,99,145],"good":[16],"operating":[17],"conditions":[18],"is":[19,31,40,64,68],"one":[20],"of":[21,29,45,93,129],"the":[22,37,60,71,79,100,109,120,127,130,146],"most":[23],"important":[24],"objectives.":[25],"A":[26],"huge":[27],"amount":[28],"data":[30,114],"collected":[32,74],"during":[33,78],"processes":[35],"challenge":[38],"nowadays":[39],"to":[41,69,85,107,118],"efficiently":[42],"make":[43],"use":[44],"this":[46,50],"massive":[47],"data.":[48],"In":[49],"paper,":[51],"a":[52,91,137],"multivariate":[53],"time-series":[54],"fault":[55],"detection":[56,144],"method,":[57,132],"based":[58],"1D":[61],"ResNet":[62],"algorithm":[63],"proposed.":[65],"The":[66,123],"objective":[67],"analyze":[70],"raw":[72],"data,":[73],"via":[75],"various":[76],"sensors":[77],"semiconductor":[80,147],"order":[84],"detect":[86],"abnormal":[87,142],"wafers.":[88],"For":[89],"this,":[90],"set":[92],"features":[94],"derived":[95],"from":[96],"specific":[97],"chain":[102],"are":[103,116],"selected":[104],"evaluated":[106],"characterize":[108],"wafer":[110,143],"status.":[111],"Two":[112],"distinct":[113],"sets":[115],"used":[117],"validate":[119],"proposed":[121,131],"approach.":[122],"results":[124],"obtained":[125],"highlight":[126],"strengths":[128],"which":[133],"could":[134],"serve":[135],"as":[136],"valuable":[138],"decision-making":[139],"support":[140],"for":[141],"process.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
