{"id":"https://openalex.org/W4399768718","doi":"https://doi.org/10.1109/iccad60883.2024.10553743","title":"Acoustic Emission-based Fault Diagnosis for Drones with Heterogeneous Multiverse Recurrent Expansion: Avoiding Representation Glitch","display_name":"Acoustic Emission-based Fault Diagnosis for Drones with Heterogeneous Multiverse Recurrent Expansion: Avoiding Representation Glitch","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4399768718","doi":"https://doi.org/10.1109/iccad60883.2024.10553743"},"language":"en","primary_location":{"id":"doi:10.1109/iccad60883.2024.10553743","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccad60883.2024.10553743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Control, Automation and Diagnosis (ICCAD)","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/A5040353704","display_name":"Tarek Berghout","orcid":"https://orcid.org/0000-0003-4877-4200"},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Tarek Berghout","raw_affiliation_strings":["University of Batna 2,Laboratory of Automation and Manufacturing Engineering,Batna,Algeria","Laboratory of Automation and Manufacturing Engineering, University of Batna 2, Batna, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Batna 2,Laboratory of Automation and Manufacturing Engineering,Batna,Algeria","institution_ids":["https://openalex.org/I162489102"]},{"raw_affiliation_string":"Laboratory of Automation and Manufacturing Engineering, University of Batna 2, Batna, Algeria","institution_ids":["https://openalex.org/I162489102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035730211","display_name":"Mohamed Benbouzid","orcid":"https://orcid.org/0000-0002-4844-508X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210126368","display_name":"Institut de Recherche Dupuy de L\u00f4me","ror":"https://ror.org/03011gg73","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I2802204017","https://openalex.org/I4210095849","https://openalex.org/I4210126368","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Benbouzid","raw_affiliation_strings":["University of Brest,UMR CNRS 6027 IRDL,Brest,France","UMR CNRS 6027 IRDL, University of Brest, Brest, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Brest,UMR CNRS 6027 IRDL,Brest,France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210126368","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"UMR CNRS 6027 IRDL, University of Brest, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210126368","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5593,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60222298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9797000288963318,"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"}},"topics":[{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9797000288963318,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9505000114440918,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9490000009536743,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/glitch","display_name":"Glitch","score":0.932772696018219},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.6912299394607544},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6289501190185547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.565718412399292},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.41809168457984924},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36389389634132385},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3364388048648834},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22391045093536377},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19379517436027527},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1320895254611969},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.12836423516273499},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.06941235065460205}],"concepts":[{"id":"https://openalex.org/C191287063","wikidata":"https://www.wikidata.org/wiki/Q543281","display_name":"Glitch","level":3,"score":0.932772696018219},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.6912299394607544},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6289501190185547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.565718412399292},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.41809168457984924},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36389389634132385},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3364388048648834},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22391045093536377},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19379517436027527},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1320895254611969},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.12836423516273499},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.06941235065460205},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad60883.2024.10553743","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccad60883.2024.10553743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Control, Automation and Diagnosis (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2962956752","https://openalex.org/W3186446693","https://openalex.org/W3199415776","https://openalex.org/W4281695827","https://openalex.org/W4284881784","https://openalex.org/W4296312059","https://openalex.org/W4322704118","https://openalex.org/W4382050594","https://openalex.org/W4389787562","https://openalex.org/W6852081750"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W2140328632"],"abstract_inverted_index":{"In":[0,173],"drone":[1],"technology,":[2],"ensuring":[3],"dependable":[4],"fault":[5],"diagnosis":[6,192],"is":[7,59,133],"of":[8,15,27,43,78,127,163,187],"paramount":[9],"significance.":[10],"Drones":[11],"encounter":[12],"an":[13,46,108],"array":[14],"operational":[16],"challenges,":[17],"encompassing":[18],"motor":[19],"failures":[20],"and":[21,29,52,96,143,159,181],"propeller":[22],"malfunctions,":[23],"necessitating":[24],"the":[25,41,75,156,161,185],"implementation":[26],"resilient":[28],"efficient":[30],"diagnostic":[31],"techniques.":[32],"This":[33,57,85,148],"paper":[34],"therefore":[35],"addresses":[36],"this":[37,105,188],"problem":[38],"by":[39],"exploiting":[40],"potential":[42],"representation":[44,110],"learning,":[45,152],"effective":[47],"strategy":[48],"for":[49,101,194],"managing":[50],"complexities":[51],"concept":[53],"drift":[54],"within":[55],"data.":[56],"methodology":[58],"built":[60],"on":[61],"a":[62,68,125],"three-fold":[63],"approach.":[64],"First,":[65],"it":[66],"uses":[67],"dedicated":[69],"data":[70,100],"processing":[71],"framework":[72,86],"tailored":[73],"to":[74,175],"unique":[76],"attributes":[77],"acoustic":[79],"emission-based":[80],"datasets":[81],"associated":[82],"with":[83,119],"drones.":[84,198],"encompasses":[87],"tasks":[88],"such":[89],"as":[90,114],"feature":[91,157],"extraction,":[92],"denoising,":[93],"filtration,":[94],"scaling,":[95],"balancing,":[97],"thereby":[98],"optimizing":[99],"subsequent":[102],"analysis.":[103],"Second,":[104],"study":[106,189],"introduces":[107],"innovative":[109],"learning":[111],"algorithm,":[112],"denoted":[113],"Heterogeneous":[115],"Multiverse":[116],"Recurrent":[117,128,145],"Expansion":[118],"Multiple":[120],"Repeats":[121],"(HMV-REMR).":[122],"Within":[123],"HMV-REMR,":[124],"spectrum":[126],"Neural":[129],"Network":[130],"(RNN)":[131],"variants":[132],"incorporated,":[134],"including":[135],"Long":[136],"Short-Term":[137],"Memory":[138],"(LSTM),":[139],"Bidirectional":[140],"LSTM":[141],"(BiLSTM),":[142],"Gated":[144],"Unit":[146],"(GRU).":[147],"selection":[149],"ensures":[150],"adaptive":[151],"delves":[153],"deeper":[154],"into":[155],"space,":[158],"alleviates":[160],"occurrence":[162],"so-called":[164],"Representation":[165],"Glitches":[166],"frequently":[167],"observed":[168],"in":[169,197],"basic":[170,179],"REMR":[171],"variants.":[172],"contrast":[174],"conventional":[176],"RNN":[177],"variants,":[178],"MV-REMR,":[180],"existing":[182],"state-of-the-art":[183],"methodologies,":[184],"findings":[186],"demonstrate":[190],"superior":[191],"capabilities":[193],"detecting":[195],"faults":[196]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
