{"id":"https://openalex.org/W4410131089","doi":"https://doi.org/10.1002/qre.3768","title":"Edge\u2010Side Fault Diagnosis for Machinery Health Management Based on Lightweight Model and Uncertainty Analysis","display_name":"Edge\u2010Side Fault Diagnosis for Machinery Health Management Based on Lightweight Model and Uncertainty Analysis","publication_year":2025,"publication_date":"2025-05-06","ids":{"openalex":"https://openalex.org/W4410131089","doi":"https://doi.org/10.1002/qre.3768"},"language":"en","primary_location":{"id":"doi:10.1002/qre.3768","is_oa":true,"landing_page_url":"https://doi.org/10.1002/qre.3768","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3768","source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3768","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028318254","display_name":"Dawei Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Gao","raw_affiliation_strings":["Key Laboratory of Unmanned Underwater Vehicle Northwestern Polytechnical University Xi'an Shaanxi China","School of Marine Science and Technology Northwestern Polytechnical University Xi'an Shaanxi China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Unmanned Underwater Vehicle Northwestern Polytechnical University Xi'an Shaanxi China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology Northwestern Polytechnical University Xi'an Shaanxi China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001470068","display_name":"Baowei Song","orcid":"https://orcid.org/0000-0002-8542-1546"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Baowei Song","raw_affiliation_strings":["Key Laboratory of Unmanned Underwater Vehicle Northwestern Polytechnical University Xi'an Shaanxi China","School of Marine Science and Technology Northwestern Polytechnical University Xi'an Shaanxi China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Unmanned Underwater Vehicle Northwestern Polytechnical University Xi'an Shaanxi China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology Northwestern Polytechnical University Xi'an Shaanxi China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101431434","display_name":"Pan Zhang","orcid":"https://orcid.org/0000-0002-8032-3808"},"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":true,"raw_author_name":"Pan Zhang","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering Xi'an Jiaotong University Xi'an Shaanxi China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering Xi'an Jiaotong University Xi'an Shaanxi China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059683046","display_name":"Guang Pan","orcid":"https://orcid.org/0000-0003-1932-8252"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang Pan","raw_affiliation_strings":["Key Laboratory of Unmanned Underwater Vehicle Northwestern Polytechnical University Xi'an Shaanxi China","School of Marine Science and Technology Northwestern Polytechnical University Xi'an Shaanxi China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Unmanned Underwater Vehicle Northwestern Polytechnical University Xi'an Shaanxi China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology Northwestern Polytechnical University Xi'an Shaanxi China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001470068","https://openalex.org/A5101431434"],"corresponding_institution_ids":["https://openalex.org/I17145004","https://openalex.org/I87445476"],"apc_list":{"value":4330,"currency":"USD","value_usd":4330},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10698987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"41","issue":"6","first_page":"2385","last_page":"2397"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9943000078201294,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9943000078201294,"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/T11357","display_name":"Risk and Safety Analysis","score":0.9807999730110168,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9735999703407288,"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/reliability-engineering","display_name":"Reliability engineering","score":0.6003021001815796},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5027236938476562},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4880320131778717},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4836469888687134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.37061017751693726},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22903066873550415},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09958583116531372}],"concepts":[{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6003021001815796},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5027236938476562},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4880320131778717},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4836469888687134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.37061017751693726},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22903066873550415},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09958583116531372},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/qre.3768","is_oa":true,"landing_page_url":"https://doi.org/10.1002/qre.3768","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3768","source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/qre.3768","is_oa":true,"landing_page_url":"https://doi.org/10.1002/qre.3768","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/qre.3768","source":{"id":"https://openalex.org/S165633816","display_name":"Quality and Reliability Engineering International","issn_l":"0748-8017","issn":["0748-8017","1099-1638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quality and Reliability Engineering International","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410131089.pdf","grobid_xml":"https://content.openalex.org/works/W4410131089.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W2612445135","https://openalex.org/W2989658562","https://openalex.org/W2997417149","https://openalex.org/W3001197829","https://openalex.org/W3004179114","https://openalex.org/W3011171540","https://openalex.org/W3134596365","https://openalex.org/W3137617768","https://openalex.org/W3156460835","https://openalex.org/W3170898657","https://openalex.org/W3173611137","https://openalex.org/W3184724287","https://openalex.org/W3203105104","https://openalex.org/W4206195980","https://openalex.org/W4214493665","https://openalex.org/W4221141747","https://openalex.org/W4221147675","https://openalex.org/W4221161877","https://openalex.org/W4224019011","https://openalex.org/W4225722289","https://openalex.org/W4280491423","https://openalex.org/W4283800702","https://openalex.org/W4286253308","https://openalex.org/W4292622370","https://openalex.org/W4307898206","https://openalex.org/W4312126464","https://openalex.org/W4312503109","https://openalex.org/W4312754496","https://openalex.org/W4313013512","https://openalex.org/W4313593335","https://openalex.org/W4318348348","https://openalex.org/W4320858551","https://openalex.org/W4322012859","https://openalex.org/W4383894623","https://openalex.org/W4385156563","https://openalex.org/W4385392099","https://openalex.org/W4385988699","https://openalex.org/W4386193242","https://openalex.org/W4387751520","https://openalex.org/W4404565335","https://openalex.org/W4405992363","https://openalex.org/W4407351662","https://openalex.org/W6850116420","https://openalex.org/W6962430308"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"ABSTRACT":[0],"Considering":[1],"scenarios":[2],"in":[3,13,97,118],"mechanical":[4,119],"equipment":[5],"involving":[6],"continuous":[7],"high\u2010frequency":[8],"signal":[9],"acquisition":[10],"and":[11,34,45,77,112],"challenges":[12],"data":[14,43,129],"transmission,":[15],"this":[16],"paper":[17],"proposes":[18],"an":[19],"edge\u2010based":[20],"fault":[21,113,138],"diagnosis":[22,114],"framework":[23,80],"(EdgeDiag)":[24],"based":[25],"on":[26,56],"high\u2010confidence":[27],"information":[28,40,78],"extraction":[29],"to":[30,48,64,89],"enhance":[31],"model":[32,61,69],"training":[33,75],"improve":[35],"the":[36,66,91,98,101,104,124,135],"efficiency":[37,136],"of":[38,68,94,103,115,126,137],"diagnostic":[39,50,92],"processing,":[41],"including":[42],"storage":[44],"uploading.":[46],"First,":[47],"ensure":[49],"accuracy":[51],"while":[52],"reducing":[53],"computational":[54],"burden":[55],"edge":[57,131],"devices,":[58,132],"a":[59,72],"lightweight":[60],"is":[62,107],"designed":[63],"minimize":[65],"number":[67],"parameters.":[70],"Next,":[71],"high":[73],"confidence\u2013based":[74],"strategy":[76],"processing":[79],"considering":[81],"risk":[82],"levels":[83],"are":[84],"developed,":[85],"utilizing":[86],"uncertainty":[87],"analysis":[88],"evaluate":[90],"performance":[93],"each":[95],"class":[96],"data.":[99],"Finally,":[100],"effectiveness":[102],"proposed":[105],"method":[106],"validated":[108],"through":[109],"Raspberry":[110],"Pi":[111],"critical":[116],"components":[117],"systems.":[120],"This":[121],"approach":[122],"addresses":[123],"challenge":[125],"transmitting":[127],"all":[128],"from":[130],"significantly":[133],"improving":[134],"diagnosis.":[139]},"counts_by_year":[],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}