{"id":"https://openalex.org/W2078451665","doi":"https://doi.org/10.1109/indin.2014.6945515","title":"Artificial neural networks and signal clipping for Profibus DP diagnostics","display_name":"Artificial neural networks and signal clipping for Profibus DP diagnostics","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2078451665","doi":"https://doi.org/10.1109/indin.2014.6945515","mag":"2078451665"},"language":"en","primary_location":{"id":"doi:10.1109/indin.2014.6945515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2014.6945515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 12th IEEE International Conference on Industrial Informatics (INDIN)","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/A5087547255","display_name":"Guilherme Serpa Sestito","orcid":"https://orcid.org/0000-0002-7808-1758"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Guilherme Serpa Sestito","raw_affiliation_strings":["Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028299358","display_name":"Paulo Henrique Toledo de Oliveira e Souza","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo Henrique Toledo de Oliveira e Souza","raw_affiliation_strings":["Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049598367","display_name":"Eduardo Andr\u00e9 Mossin","orcid":"https://orcid.org/0000-0001-5144-518X"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo A. Mossin","raw_affiliation_strings":["Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010208553","display_name":"Dennis Brand\u00e3o","orcid":"https://orcid.org/0000-0003-1558-0581"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Dennis Brandao","raw_affiliation_strings":["Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030882573","display_name":"Andr\u00e9 Lu\u00eds Dias","orcid":"https://orcid.org/0000-0001-7910-562X"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andre Luis Dias","raw_affiliation_strings":["Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Industrial Automation Laboratory, Electrical Engineering Department, Engineering School of Sao Carlos, University of Sao Paulo S\u00e3o Carlos, Brazil","institution_ids":["https://openalex.org/I17974374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087547255"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.8457,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8173987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"242","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9936000108718872,"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"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/profibus","display_name":"Profibus","score":0.8968108296394348},{"id":"https://openalex.org/keywords/clipper","display_name":"Clipper (electronics)","score":0.7943907380104065},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7807292938232422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6480960249900818},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5480490326881409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40504190325737},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23830294609069824},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.19487351179122925},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.17581701278686523},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10478141903877258}],"concepts":[{"id":"https://openalex.org/C35359288","wikidata":"https://www.wikidata.org/wiki/Q533123","display_name":"Profibus","level":3,"score":0.8968108296394348},{"id":"https://openalex.org/C161543725","wikidata":"https://www.wikidata.org/wiki/Q5134364","display_name":"Clipper (electronics)","level":2,"score":0.7943907380104065},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7807292938232422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6480960249900818},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5480490326881409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40504190325737},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23830294609069824},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.19487351179122925},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.17581701278686523},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10478141903877258},{"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/indin.2014.6945515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin.2014.6945515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 12th IEEE International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323339","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1981492919","https://openalex.org/W2004316758","https://openalex.org/W2046795941","https://openalex.org/W2059446084","https://openalex.org/W2067566138","https://openalex.org/W2088209721","https://openalex.org/W2119862069"],"related_works":["https://openalex.org/W574729402","https://openalex.org/W2431757721","https://openalex.org/W2989913170","https://openalex.org/W2383537647","https://openalex.org/W2000527925","https://openalex.org/W2389279527","https://openalex.org/W2383630288","https://openalex.org/W2390202966","https://openalex.org/W4385333561","https://openalex.org/W2078451665"],"abstract_inverted_index":{"This":[0],"research":[1],"proposes":[2],"the":[3,26,30,38,51,61,70,85,91,96,123,136],"use":[4],"of":[5],"Artificial":[6,42,62,92],"Neural":[7,43,63,93],"Networks":[8],"to":[9,36,135],"diagnose":[10],"industrial":[11,52],"networks":[12,77,114],"communication":[13],"via":[14],"Profibus":[15,31,76,113],"DP":[16,32],"Protocol.":[17,33],"These":[18],"diagnostics":[19],"are":[20],"based":[21],"on":[22,84],"information":[23],"provided":[24],"by":[25,108],"Physical":[27],"Layer":[28],"from":[29,75,111],"In":[34,54],"order":[35],"analyze":[37],"physical":[39],"layer,":[40],"an":[41],"Network":[44,64,94],"first":[45],"analyzes":[46],"signal":[47,87,97],"samples":[48],"transmitted":[49],"through":[50,100],"network.":[53],"case":[55],"these":[56],"signals":[57],"show":[58],"some":[59],"deformation,":[60],"indicates":[65],"a":[66,101],"possible":[67],"cause":[68],"for":[69],"problem,":[71],"after":[72],"all,":[73],"problems":[74],"generate":[78],"specific":[79],"and":[80,126],"distinctive":[81],"standards":[82],"imprinted":[83],"digital":[86],"wave":[88],"formats.":[89],"Before":[90],"analysis,":[95],"was":[98,106],"pre-processed":[99],"clipper":[102],"methodology.":[103],"The":[104,118],"project":[105],"validated":[107],"data":[109],"obtained":[110],"concrete":[112],"created":[115],"in":[116,139],"laboratory.":[117],"results":[119],"were":[120],"satisfactory,":[121],"proving":[122],"great":[124],"strength":[125],"versatility":[127],"that":[128],"intelligent":[129],"computer":[130],"systems":[131],"have":[132],"when":[133],"applied":[134],"purposes":[137],"outlined":[138],"this":[140],"work.":[141]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":2}],"updated_date":"2026-04-07T06:01:17.266235","created_date":"2025-10-10T00:00:00"}
