{"id":"https://openalex.org/W2170879026","doi":null,"title":"Wavelet-network for classification of induction machine faults using optimal time-frequency representations","display_name":"Wavelet-network for classification of induction machine faults using optimal time-frequency representations","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W2170879026","mag":"2170879026"},"language":"en","primary_location":{"id":"mag:3145252214","doi":null,"is_oa":false,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000006140277","pdf_url":null,"source":{"id":"https://openalex.org/S4306419378","display_name":"International Conference on Electrical and Electronics Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Electrical and Electronics Engineering","raw_type":null},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5040497030","display_name":"Tahar Boukra","orcid":"https://orcid.org/0000-0003-3663-2854","observed_orcids":["https://orcid.org/0000-0003-3663-2854"]},"institutions":[{"id":"https://openalex.org/I98962006","display_name":"University of Skikda","ror":"https://ror.org/02571vj15","country_code":"DZ","type":"education","lineage":["https://openalex.org/I98962006"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Tahar Boukra","raw_affiliation_strings":["Electrical Engineering Department, University 20th august 1955, Skikda 2100, Algeria"],"raw_orcid":"https://orcid.org/0000-0003-3663-2854","affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University 20th august 1955, Skikda 2100, Algeria","institution_ids":["https://openalex.org/I98962006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040997807","display_name":"Adessalam Lebaroud","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98962006","display_name":"University of Skikda","ror":"https://ror.org/02571vj15","country_code":"DZ","type":"education","lineage":["https://openalex.org/I98962006"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Adessalam Lebaroud","raw_affiliation_strings":["Electrical Engineering Department, University 20th august 1955, Skikda 2100, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University 20th august 1955, Skikda 2100, Algeria","institution_ids":["https://openalex.org/I98962006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049696538","display_name":"Ammar Medoued","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I98962006","display_name":"University of Skikda","ror":"https://ror.org/02571vj15","country_code":"DZ","type":"education","lineage":["https://openalex.org/I98962006"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Ammar Medoued","raw_affiliation_strings":["Electrical Engineering Department, University 20th august 1955, Skikda 2100, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, University 20th august 1955, Skikda 2100, Algeria","institution_ids":["https://openalex.org/I98962006"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98962006"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994999766349792,"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/T12737","display_name":"Electrical Fault Detection and Protection","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10278","display_name":"Electric Motor Design and Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/fault-classification","display_name":"fault classification","score":0.7260000109672546},{"id":"https://openalex.org/keywords/wavelet-neural-network","display_name":"wavelet neural network","score":0.871999979019165},{"id":"https://openalex.org/keywords/time-frequency-representation","display_name":"time-frequency representation","score":0.9259999990463257},{"id":"https://openalex.org/keywords/current-waveform-analysis","display_name":"current waveform analysis","score":0.7649999856948853},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.972000002861023},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6299999952316284},{"id":"https://openalex.org/keywords/levenberg-marquardt-algorithm","display_name":"Levenberg-Marquardt algorithm","score":0.925000011920929},{"id":"https://openalex.org/keywords/induction-motor","display_name":"induction motor","score":0.8799999952316284}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6698275208473206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6344592571258545},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6268766522407532},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5821850895881653},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5800632834434509},{"id":"https://openalex.org/C80962145","wikidata":"https://www.wikidata.org/wiki/Q207450","display_name":"Induction motor","level":3,"score":0.5613569021224976},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4833228588104248},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.4754566550254822},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.45523715019226074},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.45285657048225403},{"id":"https://openalex.org/C124062153","wikidata":"https://www.wikidata.org/wiki/Q7806645","display_name":"Time\u2013frequency representation","level":4,"score":0.4436708092689514},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4396350383758545},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42952215671539307},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.4179888963699341},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.41490742564201355},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.414315789937973},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2402782440185547},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10269442200660706},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"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/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"mag:3145252214","doi":null,"is_oa":false,"landing_page_url":"http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000006140277","pdf_url":null,"source":{"id":"https://openalex.org/S4306419378","display_name":"International Conference on Electrical and Electronics Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Electrical and Electronics Engineering","raw_type":null},{"id":"mag:2170879026","doi":null,"is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/iel5/6132475/6140121/06140277.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306419378","display_name":"International Conference on Electrical and Electronics Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"International Conference on Electrical and Electronics Engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W236518143","https://openalex.org/W1608292140","https://openalex.org/W1820965617","https://openalex.org/W1973651443","https://openalex.org/W2085686600","https://openalex.org/W2107714187","https://openalex.org/W2121071358","https://openalex.org/W2124776405","https://openalex.org/W2132317560","https://openalex.org/W2133218851","https://openalex.org/W2137226063","https://openalex.org/W2139575464","https://openalex.org/W2167939767","https://openalex.org/W2171592504","https://openalex.org/W2293747114"],"related_works":["https://openalex.org/W2098258497","https://openalex.org/W2144446032","https://openalex.org/W2127034996","https://openalex.org/W2036637723","https://openalex.org/W2123833222","https://openalex.org/W1973651443","https://openalex.org/W148177076","https://openalex.org/W1962505036","https://openalex.org/W2541059480","https://openalex.org/W2533226801"],"abstract_inverted_index":{"This":[0,116],"paper":[1],"presents":[2],"a":[3,16,43,48,122],"new":[4],"diagnosis":[5],"method":[6,23,105,117],"for":[7,58,69],"classifying":[8],"current":[9],"waveform":[10],"events":[11],"that":[12],"are":[13],"related":[14],"to":[15,41],"variety":[17],"of":[18,26,36,74,82,103,114],"induction":[19,124],"machine":[20,45],"faults.":[21],"The":[22,34,72,101],"is":[24,40,55,67,77],"composed":[25],"two":[27,80],"sequential":[28],"processes:":[29],"feature":[30,38],"extraction":[31,39],"and":[32,90],"classification.":[33],"essence":[35],"the":[37,60,85,91,112],"project":[42],"faulty":[44],"signal":[46],"onto":[47],"low":[49],"dimension":[50],"time-frequency":[51],"representation":[52],"(TFR),":[53],"which":[54],"deliberately":[56],"designed":[57,68],"maximizing":[59],"separability":[61],"between":[62],"classes.":[63],"A":[64],"distinct":[65],"TFR":[66],"each":[70],"class.":[71],"performance":[73],"fault":[75],"classification":[76,109],"presented":[78],"using":[79],"types":[81],"classifiers":[83],"namely":[84],"Wavelet":[86],"Neural":[87,94],"Network":[88,95],"(WNN)":[89],"classical":[92],"Artificial":[93],"(ANN)":[96],"with":[97],"Levenberg":[98],"Marquardt":[99],"algorithm.":[100],"flexibility":[102],"this":[104],"allows":[106],"an":[107],"accurate":[108],"independently":[110],"from":[111],"level":[113],"load.":[115],"has":[118],"been":[119],"validated":[120],"on":[121],"5.5-kW":[123],"motor":[125],"test":[126],"bench.":[127]},"counts_by_year":[],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2016-06-24T00:00:00"}