{"id":"https://openalex.org/W2540360029","doi":"https://doi.org/10.1109/tia.2016.2622231","title":"Redundancy-Based Predictive Fault Detection on Electric Motors by Stationary Wavelet Transform","display_name":"Redundancy-Based Predictive Fault Detection on Electric Motors by Stationary Wavelet Transform","publication_year":2016,"publication_date":"2016-10-27","ids":{"openalex":"https://openalex.org/W2540360029","doi":"https://doi.org/10.1109/tia.2016.2622231","mag":"2540360029"},"language":"en","primary_location":{"id":"doi:10.1109/tia.2016.2622231","doi":"https://doi.org/10.1109/tia.2016.2622231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tia.2016.2622231","pdf_url":null,"source":{"id":"https://openalex.org/S192268925","display_name":"IEEE Transactions on Industry Applications","issn_l":"0093-9994","issn":["0093-9994","1939-9367"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industry Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5048744312","display_name":"Duygu Bayram","orcid":"https://orcid.org/0000-0001-8184-8510","observed_orcids":["https://orcid.org/0000-0001-8184-8510"]},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Duygu Bayram","raw_affiliation_strings":["Department of Electrical Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010763780","display_name":"Serhat \u015eeker","orcid":"https://orcid.org/0000-0001-5816-2211","observed_orcids":["https://orcid.org/0000-0001-5816-2211"]},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serhat Seker","raw_affiliation_strings":["Department of Electrical Engineering, Istanbul Technical University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Istanbul Technical University, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":1.4609,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.83439776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"53","issue":"3","first_page":"2997","last_page":"3004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":1.0,"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":1.0,"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":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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.0,"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/predictive-fault-detection","display_name":"predictive fault detection","score":0.9779999852180481},{"id":"https://openalex.org/keywords/electric-motors","display_name":"electric motors","score":0.9570000171661377},{"id":"https://openalex.org/keywords/stationary-wavelet-transform","display_name":"stationary wavelet transform","score":0.9959999918937683},{"id":"https://openalex.org/keywords/redundancy","display_name":"redundancy","score":0.4009999930858612},{"id":"https://openalex.org/keywords/motor-vibration","display_name":"motor vibration","score":0.7089999914169312},{"id":"https://openalex.org/keywords/fault-frequency","display_name":"fault frequency","score":0.5600000023841858},{"id":"https://openalex.org/keywords/vibrational-spectra","display_name":"vibrational spectra","score":0.5299999713897705},{"id":"https://openalex.org/keywords/perfect-reconstruction","display_name":"perfect reconstruction","score":0.5109999775886536}],"concepts":[{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.7453806400299072},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.7113549113273621},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5542195439338684},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4916568398475647},{"id":"https://openalex.org/C176871988","wikidata":"https://www.wikidata.org/wiki/Q72313","display_name":"Electric motor","level":2,"score":0.4788346588611603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4636498689651489},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.449651300907135},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.44571518898010254},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4452091455459595},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3703163266181946},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3692862093448639},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36428648233413696},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32561665773391724},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0977981686592102},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09578949213027954},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0771472156047821},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0716911256313324},{"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tia.2016.2622231","doi":"https://doi.org/10.1109/tia.2016.2622231","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tia.2016.2622231","pdf_url":null,"source":{"id":"https://openalex.org/S192268925","display_name":"IEEE Transactions on Industry Applications","issn_l":"0093-9994","issn":["0093-9994","1939-9367"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industry Applications","raw_type":"journal-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/59464","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/59464","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.428600013256073,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W59771946","https://openalex.org/W228380312","https://openalex.org/W1488640410","https://openalex.org/W1653130573","https://openalex.org/W1980007491","https://openalex.org/W1983617732","https://openalex.org/W1983638645","https://openalex.org/W1994022152","https://openalex.org/W1995430360","https://openalex.org/W2006219759","https://openalex.org/W2016297184","https://openalex.org/W2018728631","https://openalex.org/W2020014449","https://openalex.org/W2027560202","https://openalex.org/W2030719609","https://openalex.org/W2032331785","https://openalex.org/W2033911870","https://openalex.org/W2045186954","https://openalex.org/W2048076701","https://openalex.org/W2052661488","https://openalex.org/W2057608512","https://openalex.org/W2097459201","https://openalex.org/W2099250634","https://openalex.org/W2103692342","https://openalex.org/W2104381503","https://openalex.org/W2111724080","https://openalex.org/W2114606054","https://openalex.org/W2118623933","https://openalex.org/W2121552484","https://openalex.org/W2125669699","https://openalex.org/W2130094590","https://openalex.org/W2137564911","https://openalex.org/W2139575464","https://openalex.org/W2139853183","https://openalex.org/W2141728955","https://openalex.org/W2143287292","https://openalex.org/W2145223406","https://openalex.org/W2147458591","https://openalex.org/W2154383858","https://openalex.org/W2167403880","https://openalex.org/W2169765190","https://openalex.org/W2270938121","https://openalex.org/W2488793338","https://openalex.org/W4232447824","https://openalex.org/W4236155072","https://openalex.org/W4238891638","https://openalex.org/W4240827907","https://openalex.org/W4251564091"],"related_works":["https://openalex.org/W2367303301","https://openalex.org/W2368909433","https://openalex.org/W1975656019","https://openalex.org/W2542030671","https://openalex.org/W2981212029","https://openalex.org/W7134412692","https://openalex.org/W2074754371","https://openalex.org/W2038806585","https://openalex.org/W2366707391","https://openalex.org/W2353663981"],"abstract_inverted_index":{"In":[0,18,148],"this":[1],"study,":[2,96],"a":[3,38,81],"signal-based":[4],"predictive":[5,104,179],"fault-detection":[6],"approach":[7,65],"is":[8,66,101,108,137,156],"developed":[9],"to":[10,20,69,73,123,141],"identify":[11],"potential":[12,83,165],"faults":[13],"within":[14,60,145],"an":[15],"electric":[16,89,169],"motor.":[17],"order":[19],"evaluate":[21],"the":[22,25,46,61,64,70,92,95,113,124,126,132,143,146,151,161],"performance":[23],"of":[24,45,52,94,116,135,163],"proposed":[26],"approach,":[27],"first":[28],"artificial":[29,62],"motor":[30,170],"vibration":[31,171],"data":[32,72],"are":[33],"produced":[34],"and":[35,43,110,173,178],"used":[36],"as":[37,80],"base":[39],"line":[40],"for":[41,87,103,131,175],"analysis":[42],"assessment":[44],"methodology.":[47],"After":[48],"successfully":[49],"confirming":[50],"proof":[51],"concept":[53],"by":[54],"detecting":[55],"all":[56],"fault":[57,84,105,166,180],"frequencies":[58,167],"hidden":[59],"data,":[63],"then":[67],"applied":[68],"experimental":[71],"see":[74],"whether":[75],"it":[76],"can":[77],"be":[78],"accepted":[79],"suitable":[82],"detection":[85],"tool":[86],"healthy":[88],"motors.":[90],"As":[91],"keystone":[93],"algebraic":[97],"summation":[98],"operation":[99,129],"(ASO)":[100],"introduced":[102],"detection.":[106,181],"ASO":[107,140],"built":[109],"based":[111],"upon":[112],"redundant":[114],"nature":[115],"stationary":[117],"wavelet":[118],"transform":[119],"(SWT).":[120],"Although":[121],"similar":[122],"SWT,":[125],"down":[127],"sampling":[128],"defined":[130],"perfect":[133],"reconstruction":[134],"SWT":[136],"omitted":[138],"in":[139,168],"amplify":[142],"redundancy":[144,152],"transform.":[147],"other":[149],"words,":[150],"obtained":[153],"during":[154],"decomposition":[155],"conserved":[157],"on":[158],"purpose":[159],"with":[160],"goal":[162],"amplifying":[164],"spectra":[172],"allowing":[174],"more":[176],"robust":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-11-04T00:00:00"}