{"id":"https://openalex.org/W4399124272","doi":"https://doi.org/10.1109/tii.2024.3403248","title":"Physics-Inspired Sparse Voiceprint Sensing for Bearing Fault Diagnosis","display_name":"Physics-Inspired Sparse Voiceprint Sensing for Bearing Fault Diagnosis","publication_year":2024,"publication_date":"2024-05-29","ids":{"openalex":"https://openalex.org/W4399124272","doi":"https://doi.org/10.1109/tii.2024.3403248"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3403248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3403248","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Industrial Informatics","raw_type":"journal-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/A5045877983","display_name":"Zhipeng Ma","orcid":"https://orcid.org/0000-0001-6362-0985"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Ma","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0001-6362-0985","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078956553","display_name":"Ming Zhao","orcid":"https://orcid.org/0000-0001-5989-5580"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Zhao","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0001-5989-5580","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044115951","display_name":"Shudong Ou","orcid":"https://orcid.org/0000-0001-5748-7508"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shudong Ou","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0001-5748-7508","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023237926","display_name":"Biao Ma","orcid":"https://orcid.org/0009-0003-3818-0502"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Ma","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0009-0003-3818-0502","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046623917","display_name":"Yue Zhang","orcid":"https://orcid.org/0009-0004-0998-9385"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Zhang","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0009-0004-0998-9385","affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering, Xi&#x0027;an Jiaotong University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":2.7154,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.9013832,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"9","first_page":"11273","last_page":"11284"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9983999729156494,"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":0.9983999729156494,"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/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9686999917030334,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.7077729105949402},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.622303307056427},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5986967086791992},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5072993636131287},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5023441314697266},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46175456047058105},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4612405002117157},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4244112968444824},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.41090357303619385},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3458162546157837},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07448765635490417}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.7077729105949402},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.622303307056427},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5986967086791992},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5072993636131287},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5023441314697266},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46175456047058105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4612405002117157},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4244112968444824},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.41090357303619385},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3458162546157837},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07448765635490417},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3403248","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3403248","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G8981303582","display_name":null,"funder_award_id":"52275127","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2195213082","https://openalex.org/W2784141614","https://openalex.org/W2805662770","https://openalex.org/W2897868901","https://openalex.org/W2919710279","https://openalex.org/W2922105033","https://openalex.org/W2963551865","https://openalex.org/W3000468171","https://openalex.org/W3005486352","https://openalex.org/W3045363903","https://openalex.org/W3112367771","https://openalex.org/W3134436275","https://openalex.org/W3161353768","https://openalex.org/W3196554971","https://openalex.org/W3201115733","https://openalex.org/W3205891489","https://openalex.org/W3213017966","https://openalex.org/W3214433557","https://openalex.org/W4206043422","https://openalex.org/W4225919356","https://openalex.org/W4226172863","https://openalex.org/W4229063675","https://openalex.org/W4309724987","https://openalex.org/W4312208430","https://openalex.org/W4312305109","https://openalex.org/W4313377512","https://openalex.org/W4321609243","https://openalex.org/W4362474563","https://openalex.org/W4375953644","https://openalex.org/W4378421902","https://openalex.org/W4384700671","https://openalex.org/W4393022741"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W3196220745","https://openalex.org/W2943623134","https://openalex.org/W2494523064","https://openalex.org/W2061308401","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"Voiceprint":[0],"sensing":[1],"(VS)":[2],"technique":[3],"provides":[4],"a":[5,17,41,67,79,94,121],"novel":[6],"and":[7,109],"low-intervention":[8],"tool":[9],"for":[10,48],"bearing":[11,29,49],"condition":[12],"monitoring.":[13],"However,":[14],"it":[15],"remains":[16],"challenging":[18],"task":[19],"to":[20,74,87],"detect":[21],"the":[22,57,61,89,98,101,116],"unique":[23],"acoustic":[24,62],"patterns":[25],"generated":[26],"from":[27,65,93],"incipient":[28],"faults,":[30],"especially":[31],"under":[32,129],"low":[33],"signal-to-noise":[34],"ratio":[35],"conditions.":[36],"Motivated":[37],"by":[38,56],"this":[39,53],"limitation,":[40],"physics-inspired":[42],"sparse":[43,81,91],"VS":[44],"is":[45,71,85,104],"innovatively":[46],"proposed":[47,102,117],"fault":[50,76],"diagnosis.":[51],"In":[52],"article,":[54],"inspired":[55],"physical":[58],"structure":[59],"of":[60,100,126],"signals":[63],"emanating":[64],"bearings,":[66],"group":[68],"spike-and-slab":[69],"prior":[70],"first":[72],"designed":[73],"sharp":[75],"features.":[77],"Afterward,":[78],"generalized":[80],"Bayesian":[82],"learning":[83],"framework":[84],"constructed":[86],"recover":[88],"fault-induced":[90],"impulses":[92],"probabilistic":[95],"perspective.":[96],"Finally,":[97],"superiority":[99],"method":[103],"validated":[105],"through":[106],"simulation":[107],"analyses":[108],"experimental":[110],"studies.":[111],"Compared":[112],"with":[113],"state-of-the-art":[114],"methods,":[115],"approach":[118],"still":[119],"achieves":[120],"significant":[122],"performance":[123],"improvement":[124],"rate":[125],"93.8%":[127],"even":[128],"noisy":[130],"scenarios.":[131]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
