{"id":"https://openalex.org/W3162286035","doi":"https://doi.org/10.3390/s21103536","title":"Comparison of Novelty Detection Methods for Detection of Various Rotary Machinery Faults","display_name":"Comparison of Novelty Detection Methods for Detection of Various Rotary Machinery Faults","publication_year":2021,"publication_date":"2021-05-19","ids":{"openalex":"https://openalex.org/W3162286035","doi":"https://doi.org/10.3390/s21103536","mag":"3162286035","pmid":"https://pubmed.ncbi.nlm.nih.gov/34069536"},"language":"en","primary_location":{"id":"doi:10.3390/s21103536","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103536","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3536/pdf?version=1621421310","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/10/3536/pdf?version=1621421310","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084632748","display_name":"Jakub G\u00f3rski","orcid":"https://orcid.org/0000-0002-4574-2580"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Jakub G\u00f3rski","raw_affiliation_strings":["Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-4574-2580","affiliations":[{"raw_affiliation_string":"Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103163504","display_name":"Adam Jab\u0142o\u0144ski","orcid":"https://orcid.org/0000-0002-5143-6002"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Adam Jab\u0142o\u0144ski","raw_affiliation_strings":["Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-5143-6002","affiliations":[{"raw_affiliation_string":"Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087694430","display_name":"Mateusz Heesch","orcid":"https://orcid.org/0000-0001-9350-4125"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Mateusz Heesch","raw_affiliation_strings":["Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0001-9350-4125","affiliations":[{"raw_affiliation_string":"Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046693625","display_name":"Micha\u0142 Dziendzikowski","orcid":"https://orcid.org/0000-0003-2555-0052"},"institutions":[{"id":"https://openalex.org/I4210126081","display_name":"Instytut Techniczny Wojsk Lotniczych","ror":"https://ror.org/0410xnr11","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210126081"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Dziendzikowski","raw_affiliation_strings":["Air Force Institute of Technology, Airworthiness Division, ul. Ks. Boleslawa 6, 01-494 Warsaw, Poland"],"raw_orcid":"https://orcid.org/0000-0003-2555-0052","affiliations":[{"raw_affiliation_string":"Air Force Institute of Technology, Airworthiness Division, ul. Ks. Boleslawa 6, 01-494 Warsaw, Poland","institution_ids":["https://openalex.org/I4210126081"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020519825","display_name":"Ziemowit Dworakowski","orcid":"https://orcid.org/0000-0002-5289-9826"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Ziemowit Dworakowski","raw_affiliation_strings":["Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland"],"raw_orcid":"https://orcid.org/0000-0002-5289-9826","affiliations":[{"raw_affiliation_string":"Department of Robotics and Mechatronics, Faculty of Mechanical Engineering and Robotics, AGH University of Science and Technology, 30-059 Krakow, Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5020519825"],"corresponding_institution_ids":["https://openalex.org/I686019"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.249,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78952289,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"21","issue":"10","first_page":"3536","last_page":"3536"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9976999759674072,"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":0.9976999759674072,"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":0.9934999942779541,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/novelty-detection","display_name":"Novelty detection","score":0.9089494943618774},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.8806601762771606},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5468272566795349},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4928855895996094},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4897289574146271},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.45884382724761963},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43860483169555664},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43618881702423096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.434331476688385},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4130861163139343},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3253262937068939}],"concepts":[{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.9089494943618774},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.8806601762771606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5468272566795349},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4928855895996094},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4897289574146271},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.45884382724761963},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43860483169555664},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43618881702423096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.434331476688385},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4130861163139343},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3253262937068939},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s21103536","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103536","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3536/pdf?version=1621421310","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34069536","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34069536","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:a713d3ed54974ba3a85b7034c0dd7f93","is_oa":true,"landing_page_url":"https://doaj.org/article/a713d3ed54974ba3a85b7034c0dd7f93","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":"Sensors, Vol 21, Iss 10, p 3536 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/10/3536/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21103536","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 10; Pages: 3536","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8161417","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8161417","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s21103536","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21103536","pdf_url":"https://www.mdpi.com/1424-8220/21/10/3536/pdf?version=1621421310","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6649387699","display_name":null,"funder_award_id":"/2018","funder_id":"https://openalex.org/F4320335039","funder_display_name":"Narodowe Centrum Bada\u0144 i Rozwoju"},{"id":"https://openalex.org/G8068718062","display_name":null,"funder_award_id":"LIDER/3/0005/L-9/17/NCBR/2018","funder_id":"https://openalex.org/F4320335039","funder_display_name":"Narodowe Centrum Bada\u0144 i Rozwoju"}],"funders":[{"id":"https://openalex.org/F4320335039","display_name":"Narodowe Centrum Bada\u0144 i Rozwoju","ror":"https://ror.org/05pwfyy15"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3162286035.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1521943487","https://openalex.org/W1534477342","https://openalex.org/W1537430301","https://openalex.org/W1548325465","https://openalex.org/W1608052929","https://openalex.org/W1622484071","https://openalex.org/W2026065574","https://openalex.org/W2030148786","https://openalex.org/W2038869416","https://openalex.org/W2041143002","https://openalex.org/W2042193040","https://openalex.org/W2054622577","https://openalex.org/W2058307353","https://openalex.org/W2064636555","https://openalex.org/W2068395873","https://openalex.org/W2077638949","https://openalex.org/W2094034884","https://openalex.org/W2095953800","https://openalex.org/W2105459700","https://openalex.org/W2115627867","https://openalex.org/W2157866479","https://openalex.org/W2159357605","https://openalex.org/W2219140802","https://openalex.org/W2295599181","https://openalex.org/W2396076036","https://openalex.org/W2463092940","https://openalex.org/W2481671331","https://openalex.org/W2491169681","https://openalex.org/W2740883815","https://openalex.org/W2859065224","https://openalex.org/W2930144517","https://openalex.org/W2962837876","https://openalex.org/W2964698450","https://openalex.org/W2974896220","https://openalex.org/W2983516030","https://openalex.org/W2994186506","https://openalex.org/W2995353658","https://openalex.org/W3009880500","https://openalex.org/W3096746833","https://openalex.org/W3105730223","https://openalex.org/W3123450419","https://openalex.org/W4235594362","https://openalex.org/W4250134803","https://openalex.org/W4299451673","https://openalex.org/W4384928219","https://openalex.org/W6631307804","https://openalex.org/W6632612910","https://openalex.org/W6784822937"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W2585503716","https://openalex.org/W1939982668","https://openalex.org/W2105014086","https://openalex.org/W2076090200","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4389009659","https://openalex.org/W1532481220","https://openalex.org/W4312933423"],"abstract_inverted_index":{"Condition":[0],"monitoring":[1,17],"is":[2,29,102],"an":[3],"indispensable":[4],"element":[5],"related":[6],"to":[7,31,51,56,105],"the":[8,16,20,33,57,73,99,110,118,131,140,144,148,151],"operation":[9],"of":[10,59,65,75,98,112,136,150],"rotating":[11],"machinery.":[12],"In":[13],"this":[14,63],"article,":[15],"system":[18],"for":[19,42,72],"parallel":[21],"gearbox":[22],"was":[23],"proposed.":[24],"The":[25,46,67,115],"novelty":[26,78,82],"detection":[27,79,83],"approach":[28],"used":[30,71],"develop":[32],"condition":[34],"assessment":[35],"support":[36],"system,":[37],"which":[38],"requires":[39],"data":[40,107,125,156],"collection":[41],"a":[43,113,127],"healthy":[44],"structure.":[45,66],"measured":[47],"signals":[48],"were":[49,70],"processed":[50],"extract":[52],"quantitative":[53],"indicators":[54],"sensitive":[55],"type":[58,64],"damage":[60],"occurring":[61],"in":[62,109,143],"indicator's":[68],"values":[69],"development":[74],"four":[76],"different":[77],"algorithms.":[80],"Presented":[81,142],"models":[84,101,153],"operate":[85],"on":[86,121,154],"three":[87],"principles:":[88],"feature":[89],"space":[90],"distance,":[91],"probability":[92],"distribution,":[93,129],"and":[94,123],"input":[95],"reconstruction.":[96],"One":[97],"distance-based":[100],"adaptive,":[103],"adjusting":[104],"new":[106],"flowing":[108],"form":[111],"stream.":[114],"authors":[116],"test":[117],"developed":[119],"algorithms":[120],"experimental":[122],"simulation":[124],"with":[126],"similar":[128],"using":[130],"training":[132],"set":[133],"consisting":[134],"mainly":[135],"samples":[137],"generated":[138],"by":[139],"simulator.":[141],"article":[145],"results":[146],"demonstrate":[147],"effectiveness":[149],"trained":[152],"both":[155],"sets.":[157]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
