{"id":"https://openalex.org/W2768451654","doi":"https://doi.org/10.5220/0006485901860191","title":"Neural Network Inverse Model for Quality Monitoring - Application to a High Quality Lackering Process","display_name":"Neural Network Inverse Model for Quality Monitoring - Application to a High Quality Lackering Process","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2768451654","doi":"https://doi.org/10.5220/0006485901860191","mag":"2768451654"},"language":"en","primary_location":{"id":"doi:10.5220/0006485901860191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006485901860191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006485901860191","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035521204","display_name":"Philippe Thomas","orcid":"https://orcid.org/0000-0001-9426-3570"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Philippe Thomas","raw_affiliation_strings":["Universit\u00e9 de Lorraine and CNRS, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lorraine and CNRS, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067578972","display_name":"Marie\u2010Christine Suhner","orcid":"https://orcid.org/0000-0001-7706-2005"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-Christine Suhner","raw_affiliation_strings":["Universit\u00e9 de Lorraine and CNRS, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lorraine and CNRS, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088598098","display_name":"Emmanuel Zimmermann","orcid":"https://orcid.org/0000-0002-0457-8745"},"institutions":[{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Zimmermann","raw_affiliation_strings":["Universit\u00e9 de Lorraine, CNRS and Acta-Mobilier, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lorraine, CNRS and Acta-Mobilier, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109509070","display_name":"Hind Bril El Haouzi","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":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hind Bril El Haouzi","raw_affiliation_strings":["Universit\u00e9 de Lorraine and CNRS, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lorraine and CNRS, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055916038","display_name":"Andr\u00e9 Thomas","orcid":"https://orcid.org/0000-0001-6415-6002"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Thomas","raw_affiliation_strings":["Universit\u00e9 de Lorraine and CNRS, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Lorraine and CNRS, France","institution_ids":["https://openalex.org/I90183372","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027683731","display_name":"M\u00e9lanie Noyel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M\u00e9lanie Noyel","raw_affiliation_strings":["Acta-Mobilier, France"],"affiliations":[{"raw_affiliation_string":"Acta-Mobilier, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5035521204"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I90183372"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22485395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"186","last_page":"191"},"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":0.9732999801635742,"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":0.9732999801635742,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.965499997138977,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9555000066757202,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/computer-science","display_name":"Computer science","score":0.7237598896026611},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6992337703704834},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6332319974899292},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6170814037322998},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.48346954584121704},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4622497260570526},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.45340269804000854},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.43150627613067627},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.41532862186431885},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.3938150107860565},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.39051103591918945},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3625737130641937},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.33806926012039185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2641608715057373},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18516889214515686},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.07649558782577515},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07152876257896423}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7237598896026611},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6992337703704834},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6332319974899292},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6170814037322998},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.48346954584121704},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4622497260570526},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.45340269804000854},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.43150627613067627},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.41532862186431885},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.3938150107860565},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.39051103591918945},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3625737130641937},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.33806926012039185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2641608715057373},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18516889214515686},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.07649558782577515},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07152876257896423},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0006485901860191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006485901860191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0006485901860191","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006485901860191","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"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":0,"referenced_works":[],"related_works":["https://openalex.org/W2353396818","https://openalex.org/W2370473919","https://openalex.org/W2762984199","https://openalex.org/W2390496461","https://openalex.org/W2389654532","https://openalex.org/W2391251536","https://openalex.org/W2369545560","https://openalex.org/W2362198218","https://openalex.org/W1982750869","https://openalex.org/W4376453582"],"abstract_inverted_index":{"The":[0,137],"quality":[1,31,50,59],"requirement":[2,32],"is":[3,55,76,97,135,140],"an":[4],"important":[5],"issue":[6],"for":[7],"modern":[8],"companies.":[9],"Many":[10],"tools":[11,24],"and":[12,89,126],"philosophies":[13],"have":[14],"been":[15,69],"proposed":[16,98,138],"to":[17,36,48,80,102,110],"monitor":[18,49],"quality,":[19],"including":[20],"the":[21,26,63,74,82,86,90,105,117],"seven":[22],"basic":[23],"or":[25],"experimental":[27],"design.":[28],"However,":[29],"high":[30],"may":[33,51],"lead":[34],"companies":[35],"work":[37],"near":[38],"their":[39],"technological":[40],"limit":[41],"capabilities.":[42],"In":[43],"this":[44,72],"case,":[45],"classical":[46,121],"approaches":[47],"be":[52],"insufficient.":[53],"That":[54],"why":[56],"on":[57,62,142],"line":[58],"monitoring":[60],"based":[61],"neural":[64],"network":[65],"prediction":[66],"model":[67,95,125],"has":[68],"proposed.":[70],"Within":[71],"philosophy,":[73],"dataset":[75],"used":[77],"in":[78,100,108],"order":[79,101,109],"determine":[81,103],"optimal":[83,106],"setting":[84,107],"considering":[85],"operating":[87],"point":[88],"product":[91],"routing.":[92],"An":[93],"inverse":[94],"approach":[96,139],"here":[99],"directly":[104],"avoid":[111],"defects":[112],"production.":[113],"A":[114],"comparison":[115],"between":[116],"use":[118],"of":[119,129],"a":[120,127,143],"multi-inputs":[122,131],"multi-outputs":[123],"NN":[124,133],"sequence":[128],"different":[130],"single-output":[132],"models":[134],"performed.":[136],"tested":[141],"real":[144],"application":[145],"case.":[146]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}