{"id":"https://openalex.org/W4323914206","doi":"https://doi.org/10.1109/access.2023.3255417","title":"Prognostics and Health Management of Rotating Machinery via Quantum Machine Learning","display_name":"Prognostics and Health Management of Rotating Machinery via Quantum Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323914206","doi":"https://doi.org/10.1109/access.2023.3255417"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3255417","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3255417","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10065474.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10065474.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076321457","display_name":"Caio Bezerra Souto Maior","orcid":"https://orcid.org/0000-0002-5141-8701"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Caio Bezerra Souto Maior","raw_affiliation_strings":["Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","Technology Center, Universidade Federal de Pernambuco, Caruaru, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-5141-8701","affiliations":[{"raw_affiliation_string":"Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Technology Center, Universidade Federal de Pernambuco, Caruaru, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046402008","display_name":"Lav\u00ecnia Maria Mendes Ara\u00fajo","orcid":"https://orcid.org/0000-0001-9880-0724"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lav\u00ednia Maria Mendes Ara\u00fajo","raw_affiliation_strings":["Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","Department of Production Engineering, Universidade Federal de Pernambuco, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-9880-0724","affiliations":[{"raw_affiliation_string":"Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Department of Production Engineering, Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006604301","display_name":"Isis Didier Lins","orcid":"https://orcid.org/0000-0002-4090-5109"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Isis Didier Lins","raw_affiliation_strings":["Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","Department of Production Engineering, Universidade Federal de Pernambuco, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4090-5109","affiliations":[{"raw_affiliation_string":"Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Department of Production Engineering, Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026167838","display_name":"M\u00e1rcio das Chagas Moura","orcid":"https://orcid.org/0000-0001-5486-2093"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"M\u00e1rcio Das Chagas Moura","raw_affiliation_strings":["Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","Department of Production Engineering, Universidade Federal de Pernambuco, Recife, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5486-2093","affiliations":[{"raw_affiliation_string":"Center for Risk Analysis, Reliability Engineering and Environmental Modeling (CEERMA), Universidade Federal de Pernambuco (UFPE), Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Department of Production Engineering, Universidade Federal de Pernambuco, Recife, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112900501","display_name":"Enrique L\u00f3pez Droguett","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Enrique L\u00f3pez Droguett","raw_affiliation_strings":["Department of Civil and Environmental Engineering, University of California at Los Angeles, Los Angeles, CA, USA","Department of Civil and Environmental Engineering, and Garrick Institute for the Risk Sciences, University of California Los Angeles, USA"],"raw_orcid":"https://orcid.org/0000-0003-3468-2145","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Civil and Environmental Engineering, and Garrick Institute for the Risk Sciences, University of California Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.86,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.84946477,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"11","issue":null,"first_page":"25132","last_page":"25151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9377999901771545,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9377999901771545,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9325000047683716,"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/prognostics","display_name":"Prognostics","score":0.8580747842788696},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5761549472808838},{"id":"https://openalex.org/keywords/health-management-system","display_name":"Health management system","score":0.43673044443130493},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.42556607723236084},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2214083969593048},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15459397435188293},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.12153613567352295}],"concepts":[{"id":"https://openalex.org/C129364497","wikidata":"https://www.wikidata.org/wiki/Q3042561","display_name":"Prognostics","level":2,"score":0.8580747842788696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5761549472808838},{"id":"https://openalex.org/C171265473","wikidata":"https://www.wikidata.org/wiki/Q5691117","display_name":"Health management system","level":3,"score":0.43673044443130493},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.42556607723236084},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2214083969593048},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15459397435188293},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.12153613567352295},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2023.3255417","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3255417","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10065474.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3c7d0a9413d048728f2baabec082549d","is_oa":true,"landing_page_url":"https://doaj.org/article/3c7d0a9413d048728f2baabec082549d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 25132-25151 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3255417","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3255417","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10065474.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G2556398081","display_name":null,"funder_award_id":"044819","funder_id":"https://openalex.org/F4320322904","funder_display_name":"Financiadora de Estudos e Projetos"},{"id":"https://openalex.org/G3794326933","display_name":null,"funder_award_id":"Code 001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G4422810891","display_name":null,"funder_award_id":"091849/2022-40","funder_id":"https://openalex.org/F4320324901","funder_display_name":"Universidade Federal de Pernambuco"},{"id":"https://openalex.org/G5077183414","display_name":null,"funder_award_id":"APQ-1101-3.08/21","funder_id":"https://openalex.org/F4320323678","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco"},{"id":"https://openalex.org/G5109536686","display_name":null,"funder_award_id":"309617/2019-7","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G5200949087","display_name":null,"funder_award_id":"044819","funder_id":"https://openalex.org/F4320323909","funder_display_name":"Ag\u00eancia Nacional do Petr\u00f3leo, G\u00e1s Natural e Biocombust\u00edveis"},{"id":"https://openalex.org/G5957967492","display_name":null,"funder_award_id":"305696/2018-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320322904","display_name":"Financiadora de Estudos e Projetos","ror":"https://ror.org/030w99567"},{"id":"https://openalex.org/F4320323678","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Ci\u00eancia e Tecnologia do Estado de Pernambuco","ror":"https://ror.org/02te5rf52"},{"id":"https://openalex.org/F4320323909","display_name":"Ag\u00eancia Nacional do Petr\u00f3leo, G\u00e1s Natural e Biocombust\u00edveis","ror":"https://ror.org/00phthq42"},{"id":"https://openalex.org/F4320324901","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4323914206.pdf","grobid_xml":"https://content.openalex.org/works/W4323914206.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W2010619950","https://openalex.org/W2033618955","https://openalex.org/W2050568179","https://openalex.org/W2074906024","https://openalex.org/W2103102504","https://openalex.org/W2174510006","https://openalex.org/W2225448695","https://openalex.org/W2557478438","https://openalex.org/W2559394418","https://openalex.org/W2561486039","https://openalex.org/W2569376910","https://openalex.org/W2724349242","https://openalex.org/W2740956509","https://openalex.org/W2752623698","https://openalex.org/W2754797405","https://openalex.org/W2791036512","https://openalex.org/W2792779300","https://openalex.org/W2801723110","https://openalex.org/W2810586164","https://openalex.org/W2888774813","https://openalex.org/W2898125729","https://openalex.org/W2929612105","https://openalex.org/W2940153138","https://openalex.org/W2942962312","https://openalex.org/W2945680873","https://openalex.org/W2973009043","https://openalex.org/W2990961515","https://openalex.org/W2994862925","https://openalex.org/W2995694682","https://openalex.org/W2998666873","https://openalex.org/W3005880186","https://openalex.org/W3008317833","https://openalex.org/W3009370740","https://openalex.org/W3010243192","https://openalex.org/W3033917083","https://openalex.org/W3035405592","https://openalex.org/W3035667192","https://openalex.org/W3092012490","https://openalex.org/W3101427288","https://openalex.org/W3102324541","https://openalex.org/W3106887093","https://openalex.org/W3109680281","https://openalex.org/W3111442297","https://openalex.org/W3159841703","https://openalex.org/W3164838565","https://openalex.org/W3165802365","https://openalex.org/W3192498354","https://openalex.org/W3198318190","https://openalex.org/W3212169067","https://openalex.org/W3217291690","https://openalex.org/W4206632208","https://openalex.org/W4212992602","https://openalex.org/W4220728751","https://openalex.org/W4223514754","https://openalex.org/W4242617599","https://openalex.org/W4281394637","https://openalex.org/W4281751394","https://openalex.org/W4285095492","https://openalex.org/W4293103067","https://openalex.org/W4304587461","https://openalex.org/W4391243055","https://openalex.org/W6770759485"],"related_works":["https://openalex.org/W3022231745","https://openalex.org/W2115233498","https://openalex.org/W4205715751","https://openalex.org/W2069451717","https://openalex.org/W271007108","https://openalex.org/W1989165503","https://openalex.org/W2044182513","https://openalex.org/W1964160495","https://openalex.org/W3139170465","https://openalex.org/W2383952951"],"abstract_inverted_index":{"Prognostics":[0],"and":[1,17,37,48,57,67,90,125,155,162,179,196,200],"Health":[2],"Management":[3],"(PHM)":[4],"concerns":[5],"predicting":[6],"machines\u2019":[7,28],"behavior":[8],"to":[9,54,103,133,224,245],"support":[10],"maintenance":[11],"decisions":[12],"through":[13],"failure":[14,202],"modes":[15],"diagnosis":[16],"prognosis.":[18],"Diagnosis":[19],"is":[20],"broadly":[21],"applied":[22],"in":[23,75,111,249],"the":[24,68,72,123,138,146,170,173,214,234],"context":[25],"of":[26,77,127,145,172,175,185,237],"rotating":[27,112],"state":[29],"classification":[30],"using":[31],"several":[32],"traditional":[33],"Machine":[34,99],"Learning":[35,39,100],"(ML)":[36],"Deep":[38],"(DL)":[40],"methods.":[41],"Recently,":[42],"Quantum":[43,98,148],"Computing":[44],"(QC),":[45],"a":[46,97,134],"new":[47],"expanding":[49],"research":[50],"field,":[51],"has":[52,80],"contributed":[53],"different":[55,156,186],"purposes":[56],"contexts,":[58],"such":[59],"as":[60,83,227],"optimization,":[61],"artificial":[62],"intelligence,":[63],"simulation,":[64],"cybersecurity,":[65],"pharmaceutics,":[66],"energy":[69],"sector.":[70],"Despite":[71],"current":[73,235],"limitations":[74,236],"terms":[76],"hardware,":[78],"QC":[79],"been":[81],"studied":[82],"an":[84],"alternative":[85],"for":[86],"improving":[87],"models\u2019":[88],"speed":[89],"computational":[91],"efficiency.":[92],"Specifically,":[93],"this":[94],"paper":[95],"proposes":[96],"(QML)":[101],"approach":[102],"diagnose":[104],"rolling":[105],"bearings,":[106],"which":[107],"are":[108,242],"essential":[109],"components":[110],"machinery,":[113],"based":[114],"on":[115],"vibration":[116],"signals.":[117],"We":[118,142,181],"apply":[119],"hybrid":[120],"models":[121,209,221,241],"involving":[122],"encoding":[124],"construction":[126],"parameterized":[128],"quantum":[129,238],"circuits":[130],"(PQC)":[131],"connected":[132],"classical":[135,215,225],"neural":[136],"network,":[137],"Multi-Layer":[139],"Perceptron":[140],"(MLP).":[141],"consider":[143],"combinations":[144],"Variational":[147],"Eigensolver":[149],"(VQE)":[150],"framework":[151],"with":[152,192,198],"rotation":[153],"gates":[154,159],"entanglement":[157],"(two-qubits)":[158],"(CNOT,":[160],"CZ":[161],"iSWAP).":[163],"For":[164,205,217],"each":[165],"PQC":[166],"configuration,":[167],"we":[168],"assess":[169],"impact":[171],"number":[174],"layers":[176],"(1,":[177],"5":[178],"10).":[180],"use":[182],"two":[183],"databases":[184],"complexity":[187],"levels":[188],"not":[189],"previously":[190],"explored":[191],"QML,":[193],"namely":[194],"CWRU":[195],"JNU,":[197,218],"10":[199],"12":[201],"modes,":[203],"respectivel.":[204],"CWRU,":[206],"all":[207,219],"QML":[208,220,240],"presented":[210],"higher":[211],"accuracy":[212],"than":[213],"MLP.":[216],"were":[222],"superior":[223],"MLP":[226],"well.":[228],"These":[229],"results":[230],"suggest":[231],"that,":[232],"despite":[233],"environments,":[239],"promising":[243],"tools":[244],"be":[246],"further":[247],"investigated":[248],"PHM.":[250]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-04T07:58:01.006859","created_date":"2025-10-10T00:00:00"}
