{"id":"https://openalex.org/W1984668381","doi":"https://doi.org/10.1109/etfa.2012.6489768","title":"Artificial neural network approach for detection and diagnosis of valve stiction","display_name":"Artificial neural network approach for detection and diagnosis of valve stiction","publication_year":2012,"publication_date":"2012-09-01","ids":{"openalex":"https://openalex.org/W1984668381","doi":"https://doi.org/10.1109/etfa.2012.6489768","mag":"1984668381"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2012.6489768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2012.6489768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation (ETFA 2012)","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/A5052896679","display_name":"Allan Venceslau","orcid":null},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Allan R. S. Venceslau","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Campus Universit\u00e1rio, Lagoa Nova, Natal/RN, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]},{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Campus Universit\u00e1rio, Lagoa Nova, Natal/RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021236304","display_name":"Luiz Affonso Guedes","orcid":"https://orcid.org/0000-0003-2690-1563"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz Affonso Guedes","raw_affiliation_strings":["Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Campus Universit\u00e1rio, Lagoa Nova, Natal/RN, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]},{"raw_affiliation_string":"Department of Computer Engineering and Automation, Federal University of Rio Grande do Norte, Campus Universit\u00e1rio, Lagoa Nova, Natal/RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054042935","display_name":"Diego R. C. Silva","orcid":"https://orcid.org/0000-0002-1500-7948"},"institutions":[{"id":"https://openalex.org/I35046152","display_name":"Universidade Federal do Rio Grande do Norte","ror":"https://ror.org/04wn09761","country_code":"BR","type":"education","lineage":["https://openalex.org/I35046152"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego R. C. Silva","raw_affiliation_strings":["School of Science and Technology, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","School of Science and Technology, Federal University of Rio Grande do Norte, Campus Universit\u00e1rio, Lagoa Nova, Natal/RN, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science and Technology, Federal University of Rio Grande do Norte, Natal, Rio Grande do Norte, Brazil","institution_ids":["https://openalex.org/I35046152"]},{"raw_affiliation_string":"School of Science and Technology, Federal University of Rio Grande do Norte, Campus Universit\u00e1rio, Lagoa Nova, Natal/RN, Brazil","institution_ids":["https://openalex.org/I35046152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35046152"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.1056779,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"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/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9894000291824341,"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"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9703999757766724,"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/stiction","display_name":"Stiction","score":0.9964734315872192},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6557204127311707},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6389991641044617},{"id":"https://openalex.org/keywords/static-friction","display_name":"Static friction","score":0.6244145035743713},{"id":"https://openalex.org/keywords/control-valves","display_name":"Control valves","score":0.6054090857505798},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.576088547706604},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4373292326927185},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.42706137895584106},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.41291525959968567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3759436011314392},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3716226816177368},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.34160590171813965},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.290860116481781},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2776391804218292},{"id":"https://openalex.org/keywords/microelectromechanical-systems","display_name":"Microelectromechanical systems","score":0.20265284180641174},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.17488044500350952}],"concepts":[{"id":"https://openalex.org/C110339231","wikidata":"https://www.wikidata.org/wiki/Q2143425","display_name":"Stiction","level":3,"score":0.9964734315872192},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6557204127311707},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6389991641044617},{"id":"https://openalex.org/C2987713562","wikidata":"https://www.wikidata.org/wiki/Q82580","display_name":"Static friction","level":2,"score":0.6244145035743713},{"id":"https://openalex.org/C182043768","wikidata":"https://www.wikidata.org/wiki/Q1816388","display_name":"Control valves","level":2,"score":0.6054090857505798},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.576088547706604},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4373292326927185},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.42706137895584106},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.41291525959968567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3759436011314392},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3716226816177368},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.34160590171813965},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.290860116481781},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2776391804218292},{"id":"https://openalex.org/C37977207","wikidata":"https://www.wikidata.org/wiki/Q175561","display_name":"Microelectromechanical systems","level":2,"score":0.20265284180641174},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.17488044500350952},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/etfa.2012.6489768","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2012.6489768","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation (ETFA 2012)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2006513335","https://openalex.org/W2014140822","https://openalex.org/W2042482310","https://openalex.org/W2064815992","https://openalex.org/W2103165566","https://openalex.org/W4231057059"],"related_works":["https://openalex.org/W2765701904","https://openalex.org/W1977870189","https://openalex.org/W2042482310","https://openalex.org/W2947832509","https://openalex.org/W2186446358","https://openalex.org/W2150166236","https://openalex.org/W1989978383","https://openalex.org/W2393330262","https://openalex.org/W2056890173","https://openalex.org/W2158948867"],"abstract_inverted_index":{"Valve":[0],"stiction":[1,53],"or":[2],"static":[3,85],"friction":[4,86],"in":[5,12,44,76],"control":[6,65],"loops":[7],"is":[8,32,41,50],"a":[9,34,99],"common":[10],"problem":[11],"modern":[13],"industrial":[14,45],"processes.":[15],"Several":[16],"recent":[17],"studies":[18],"have":[19],"tried":[20],"to":[21,51,78],"understand,":[22],"reproduce,":[23],"and":[24,63,80,91],"detect":[25,79],"such":[26],"issue;":[27],"however,":[28],"the":[29,37,47,56,60,64,82,89],"actual":[30],"quantification":[31],"still":[33],"challenge.":[35],"Since":[36],"valve":[38],"position":[39],"(mv)":[40],"normally":[42],"unknown":[43],"process,":[46],"main":[48],"challenge":[49],"diagnose":[52],"knowing":[54],"only":[55,88],"output":[57],"signals":[58],"of":[59,84,107],"process":[61],"(pv)":[62],"signal":[66],"(op).":[67],"This":[68,94],"paper":[69],"presents":[70],"an":[71],"artificial":[72],"neural":[73],"network":[74],"approach":[75],"order":[77],"quantify":[81],"amount":[83],"using":[87],"pv":[90],"op":[92],"information.":[93],"study":[95],"was":[96],"validated":[97],"by":[98],"simulation":[100],"process.":[101],"The":[102],"results":[103],"show":[104],"satisfactory":[105],"measurements":[106],"stiction.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}