{"id":"https://openalex.org/W1964662640","doi":"https://doi.org/10.1109/icecs.2013.6815458","title":"Computational intelligence for automatic diagnosis of submersible motor pump conditions in offshore oil exploration","display_name":"Computational intelligence for automatic diagnosis of submersible motor pump conditions in offshore oil exploration","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W1964662640","doi":"https://doi.org/10.1109/icecs.2013.6815458","mag":"1964662640"},"language":"en","primary_location":{"id":"doi:10.1109/icecs.2013.6815458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2013.6815458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS)","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/A5002706357","display_name":"Thomas W. Rauber","orcid":"https://orcid.org/0000-0002-6380-6584"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Thomas W. Rauber","raw_affiliation_strings":["Departamento de Inform\u00e1tica, Universidade Federal do Esp\u00edrito Santo, Vit\u00f3ria, Brazil","Departamento de Inform\u00e1tica, Centro Tecnol\u00f3gico Universidade Federal do Esp\u00edrito Santo 29075-910 Vit\u00f3ria, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Universidade Federal do Esp\u00edrito Santo, Vit\u00f3ria, Brazil","institution_ids":["https://openalex.org/I51235708"]},{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Centro Tecnol\u00f3gico Universidade Federal do Esp\u00edrito Santo 29075-910 Vit\u00f3ria, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078430550","display_name":"Francisco de Assis Boldt","orcid":"https://orcid.org/0000-0001-6919-5377"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Francisco de Assis Boldt","raw_affiliation_strings":["Departamento de Inform\u00e1tica, Universidade Federal do Esp\u00edrito Santo, Vit\u00f3ria, Brazil","Departamento de Inform\u00e1tica, Centro Tecnol\u00f3gico Universidade Federal do Esp\u00edrito Santo 29075-910 Vit\u00f3ria, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Universidade Federal do Esp\u00edrito Santo, Vit\u00f3ria, Brazil","institution_ids":["https://openalex.org/I51235708"]},{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Centro Tecnol\u00f3gico Universidade Federal do Esp\u00edrito Santo 29075-910 Vit\u00f3ria, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007198974","display_name":"Fl\u00e1vio Miguel Varej\u00e3o","orcid":"https://orcid.org/0000-0002-5444-1974"},"institutions":[{"id":"https://openalex.org/I51235708","display_name":"Universidade Federal do Esp\u00edrito Santo","ror":"https://ror.org/05sxf4h28","country_code":"BR","type":"education","lineage":["https://openalex.org/I51235708"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Flavio M. Varejao","raw_affiliation_strings":["Departamento de Inform\u00e1tica, Universidade Federal do Esp\u00edrito Santo, Vit\u00f3ria, Brazil","Departamento de Inform\u00e1tica, Centro Tecnol\u00f3gico Universidade Federal do Esp\u00edrito Santo 29075-910 Vit\u00f3ria, Brazil"],"affiliations":[{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Universidade Federal do Esp\u00edrito Santo, Vit\u00f3ria, Brazil","institution_ids":["https://openalex.org/I51235708"]},{"raw_affiliation_string":"Departamento de Inform\u00e1tica, Centro Tecnol\u00f3gico Universidade Federal do Esp\u00edrito Santo 29075-910 Vit\u00f3ria, Brazil","institution_ids":["https://openalex.org/I51235708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005499007","display_name":"Marcos Pellegrini Ribeiro","orcid":"https://orcid.org/0000-0002-8605-942X"},"institutions":[{"id":"https://openalex.org/I32393484","display_name":"Petrobras (Brazil)","ror":"https://ror.org/0235kyq22","country_code":"BR","type":"company","lineage":["https://openalex.org/I32393484"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos Pellegrini Ribeiro","raw_affiliation_strings":["Petr\u00f3leo Brasileiro S.A. - Petrobras, Cidade Universit\u00e1ria, Rio de Janeiro, Brazil","Petr\u00f3leo Brasileiro S.A. - Petrobras, CENPES/PDP/TE Av. Hor\u00e1cio Macedo 950 Cidade Universit\u00e1ria - Ilha do Fund\u00e3o 21941-598 Rio de Janeiro, Brazil"],"affiliations":[{"raw_affiliation_string":"Petr\u00f3leo Brasileiro S.A. - Petrobras, Cidade Universit\u00e1ria, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I32393484"]},{"raw_affiliation_string":"Petr\u00f3leo Brasileiro S.A. - Petrobras, CENPES/PDP/TE Av. Hor\u00e1cio Macedo 950 Cidade Universit\u00e1ria - Ilha do Fund\u00e3o 21941-598 Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I32393484"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002706357"],"corresponding_institution_ids":["https://openalex.org/I51235708"],"apc_list":null,"apc_paid":null,"fwci":1.1606,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.78968178,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"477","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9940999746322632,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9782000184059143,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567755937576294},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6547274589538574},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6145602464675903},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6067326068878174},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5357770919799805},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5258151292800903},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4759647250175476},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4537132978439331},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4524078667163849},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.4457976520061493},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.441719114780426},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41258516907691956},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36790722608566284},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30802494287490845}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567755937576294},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6547274589538574},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6145602464675903},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6067326068878174},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5357770919799805},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5258151292800903},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4759647250175476},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4537132978439331},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4524078667163849},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.4457976520061493},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.441719114780426},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41258516907691956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36790722608566284},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30802494287490845},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecs.2013.6815458","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2013.6815458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"},{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322468","display_name":"Petrobras","ror":"https://ror.org/0235kyq22"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1969989373","https://openalex.org/W1998645573","https://openalex.org/W1999066512","https://openalex.org/W2047077950","https://openalex.org/W2104862701","https://openalex.org/W2116139420","https://openalex.org/W2119479037","https://openalex.org/W2158698691","https://openalex.org/W4239510810","https://openalex.org/W4285719527","https://openalex.org/W4302368431"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2510961579","https://openalex.org/W1487808658","https://openalex.org/W156213964","https://openalex.org/W2050960118"],"abstract_inverted_index":{"We":[0,23],"apply":[1],"computational":[2],"intelligence":[3],"methods":[4],"to":[5,28],"the":[6,36,64,94,98,101,120,130],"domain":[7,68],"of":[8,11,122],"fault":[9,123],"diagnosis":[10],"rotating":[12],"machinery,":[13],"specifically":[14],"submersible":[15],"motor":[16],"pumps":[17],"used":[18],"in":[19,119],"offshore":[20],"oil":[21],"exploration.":[22],"propose":[24],"distinct":[25],"feature":[26,32,43,56],"models":[27,52,57],"assemble":[29],"a":[30],"global":[31],"pool":[33],"from":[34,63],"which":[35],"most":[37],"discriminative":[38],"information":[39],"is":[40,75,91],"filtered":[41],"by":[42,77,117],"selection.":[44],"Statistically":[45],"robust":[46],"performance":[47],"estimation":[48,90],"for":[49,111],"representative":[50,126],"classifier":[51],"are":[53,58,109],"used.":[54],"The":[55],"based":[59,92],"on":[60,93],"statistical":[61],"parameters":[62],"time":[65],"and":[66,69,81,86,97,132],"frequency":[67],"wavelet":[70],"packet":[71],"analysis.":[72],"Feature":[73],"selection":[74],"done":[76],"sequential":[78],"techniques,":[79],"with":[80],"without":[82],"floating,":[83],"applying":[84],"wrapper":[85],"filter":[87],"approaches.":[88],"Performance":[89],"estimated":[95],"accuracy":[96],"area":[99],"under":[100],"receiver":[102],"operating":[103],"characteristic":[104],"curve":[105],"(AUC-ROC).":[106],"Experimental":[107],"results":[108],"shown":[110],"1834":[112],"vibration":[113],"patterns,":[114],"manually":[115],"labeled":[116],"experts":[118],"field":[121],"diagnosis.":[124],"As":[125],"classifiers":[127],"we":[128],"use":[129],"K-Nearest-Neighbor":[131],"Support":[133],"Vector":[134],"Machine.":[135]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
