{"id":"https://openalex.org/W4394963218","doi":"https://doi.org/10.3390/s24082624","title":"An Adaptive Multi-D-Norm-Driven Sparse Unfolding Deconvolutional Network for Bearing Fault Diagnosis","display_name":"An Adaptive Multi-D-Norm-Driven Sparse Unfolding Deconvolutional Network for Bearing Fault Diagnosis","publication_year":2024,"publication_date":"2024-04-19","ids":{"openalex":"https://openalex.org/W4394963218","doi":"https://doi.org/10.3390/s24082624","pmid":"https://pubmed.ncbi.nlm.nih.gov/38676240"},"language":"en","primary_location":{"id":"doi:10.3390/s24082624","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24082624","pdf_url":"https://www.mdpi.com/1424-8220/24/8/2624/pdf?version=1713535023","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/1424-8220/24/8/2624/pdf?version=1713535023","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100946487","display_name":"Jianbo Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbo Lin","raw_affiliation_strings":["Key Laboratory of Road Construction Technology and Equipment of MOE, Chang\u2019an University, Xi\u2019an 710064, China","School of Construction Machinery, Chang\u2019an University, Xi\u2019an 710064, China","Key Laboratory of Road Construction Technology and Equipment of MOE, Chang'an University, Xi'an 710064, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Road Construction Technology and Equipment of MOE, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Construction Machinery, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"Key Laboratory of Road Construction Technology and Equipment of MOE, Chang'an University, Xi'an 710064, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100399366","display_name":"Han Zhang","orcid":"https://orcid.org/0000-0003-2253-8605"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Han Zhang","raw_affiliation_strings":["Key Laboratory of Road Construction Technology and Equipment of MOE, Chang\u2019an University, Xi\u2019an 710064, China","School of Construction Machinery, Chang\u2019an University, Xi\u2019an 710064, China","Key Laboratory of Road Construction Technology and Equipment of MOE, Chang'an University, Xi'an 710064, China"],"raw_orcid":"https://orcid.org/0000-0003-2253-8605","affiliations":[{"raw_affiliation_string":"Key Laboratory of Road Construction Technology and Equipment of MOE, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Construction Machinery, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"Key Laboratory of Road Construction Technology and Equipment of MOE, Chang'an University, Xi'an 710064, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100461867","display_name":"Yunfei Li","orcid":"https://orcid.org/0000-0003-0956-7479"},"institutions":[{"id":"https://openalex.org/I25355098","display_name":"Chang'an University","ror":"https://ror.org/05mxya461","country_code":"CN","type":"education","lineage":["https://openalex.org/I25355098"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Li","raw_affiliation_strings":["Key Laboratory of Road Construction Technology and Equipment of MOE, Chang\u2019an University, Xi\u2019an 710064, China","School of Construction Machinery, Chang\u2019an University, Xi\u2019an 710064, China","Key Laboratory of Road Construction Technology and Equipment of MOE, Chang'an University, Xi'an 710064, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Road Construction Technology and Equipment of MOE, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"School of Construction Machinery, Chang\u2019an University, Xi\u2019an 710064, China","institution_ids":["https://openalex.org/I25355098"]},{"raw_affiliation_string":"Key Laboratory of Road Construction Technology and Equipment of MOE, Chang'an University, Xi'an 710064, China","institution_ids":["https://openalex.org/I25355098"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000845394","display_name":"Zhaohui Du","orcid":"https://orcid.org/0000-0002-6736-4373"},"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":"Zhaohui Du","raw_affiliation_strings":["School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710060, China","School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710060, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi\u2019an 710060, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710060, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100399366"],"corresponding_institution_ids":["https://openalex.org/I25355098"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.3778,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.51757327,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"24","issue":"8","first_page":"2624","last_page":"2624"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9886999726295471,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9732000231742859,"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/norm","display_name":"Norm (philosophy)","score":0.6105600595474243},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47663602232933044},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.45302292704582214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3468242883682251},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33359014987945557},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.08230966329574585}],"concepts":[{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.6105600595474243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47663602232933044},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.45302292704582214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3468242883682251},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33359014987945557},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08230966329574585},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24082624","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24082624","pdf_url":"https://www.mdpi.com/1424-8220/24/8/2624/pdf?version=1713535023","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:38676240","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38676240","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:pubmedcentral.nih.gov:11053523","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11053523","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11053523/pdf/sensors-24-02624.pdf","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"},{"id":"pmh:oai:doaj.org/article:8480935ea4ff45c1bd3e5dd08aa82844","is_oa":true,"landing_page_url":"https://doaj.org/article/8480935ea4ff45c1bd3e5dd08aa82844","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 24, Iss 8, p 2624 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24082624","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24082624","pdf_url":"https://www.mdpi.com/1424-8220/24/8/2624/pdf?version=1713535023","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/G1956857946","display_name":null,"funder_award_id":"2024GX-YBXM-265","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G336101244","display_name":null,"funder_award_id":"52275085","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4314244885","display_name":null,"funder_award_id":"2024GX-YBXM-265","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G4549982375","display_name":null,"funder_award_id":"300102252201","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G4695098467","display_name":null,"funder_award_id":"52275085","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G7724186645","display_name":null,"funder_award_id":"300102252201","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7749475992","display_name":null,"funder_award_id":"300102252201","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8520021575","display_name":null,"funder_award_id":"2024GX-YBXM-265","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8576717492","display_name":null,"funder_award_id":"52275085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310281","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321940","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394963218.pdf"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1964511482","https://openalex.org/W2019024593","https://openalex.org/W2031454283","https://openalex.org/W2033777252","https://openalex.org/W2056700360","https://openalex.org/W2174317074","https://openalex.org/W2290378963","https://openalex.org/W2354630311","https://openalex.org/W2437984376","https://openalex.org/W2530780582","https://openalex.org/W2585519949","https://openalex.org/W2757638459","https://openalex.org/W2781587800","https://openalex.org/W2839815754","https://openalex.org/W2972493821","https://openalex.org/W2989066261","https://openalex.org/W2991908096","https://openalex.org/W3000194924","https://openalex.org/W3001741353","https://openalex.org/W3085990916","https://openalex.org/W3091982843","https://openalex.org/W3122902015","https://openalex.org/W3133902371","https://openalex.org/W3134436275","https://openalex.org/W3147892021","https://openalex.org/W3164607425","https://openalex.org/W3177031903","https://openalex.org/W3179759556","https://openalex.org/W3194428826","https://openalex.org/W3198086451","https://openalex.org/W4200402818","https://openalex.org/W4225543490","https://openalex.org/W4285275159","https://openalex.org/W4288059551","https://openalex.org/W4309258843","https://openalex.org/W4310259055","https://openalex.org/W4316013185","https://openalex.org/W4316813299","https://openalex.org/W4379931478","https://openalex.org/W4380032312","https://openalex.org/W4381886211","https://openalex.org/W4382133287","https://openalex.org/W4382986838","https://openalex.org/W4385548165","https://openalex.org/W4387197156","https://openalex.org/W4387768352","https://openalex.org/W4388726622","https://openalex.org/W4390479294","https://openalex.org/W4391115033","https://openalex.org/W6853101852","https://openalex.org/W6854837069"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Impulsive":[0],"blind":[1],"deconvolution":[2,92,153,195],"(IBD)":[3],"is":[4,61,95,103,113,122,143,174],"a":[5,33,165,193],"popular":[6,42],"method":[7],"to":[8,36,63,128,176],"recover":[9],"impulsive":[10,30,179],"sources":[11,31],"for":[12,139],"bearing":[13,182],"fault":[14],"diagnosis.":[15],"Its":[16],"underpinnings":[17],"are":[18,149,162],"in":[19,97],"the":[20,54,76,117,125,140,159,171,178,189],"design":[21,129],"of":[22,29,58,68,167,181],"objective":[23,43,130],"functions":[24,44],"based":[25],"on":[26],"prior":[27],"knowledge":[28],"and":[32,49,53,71,82,111,145,158],"transfer":[34],"function":[35],"describe":[37,64],"transmission":[38,65],"path":[39],"influences.":[40],"However,":[41],"cannot":[45],"retain":[46],"waveform":[47],"impulsiveness":[48,110],"periodicity":[50],"cyclostationarity":[51,112],"simultaneously,":[52],"single":[55],"convolution":[56],"operation":[57],"IBD":[59,199],"methods":[60],"insufficient":[62],"paths":[66],"composed":[67],"multiple":[69],"linear":[70],"nonlinear":[72],"units.":[73],"Inspired":[74],"by":[75,164],"MaxPooling":[77],"period":[78],"modulation":[79],"intensity":[80],"(MPMI)":[81],"convolutional":[83],"sparse":[84,90],"learning":[85],"(CSL),":[86],"an":[87,133],"adaptive":[88],"multi-D-norm-driven":[89],"unfolding":[91],"network":[93],"(AMD-SUDN)":[94],"proposed":[96,172,190],"this":[98,120],"paper.":[99],"The":[100,155],"core":[101],"strategy":[102],"that":[104,188],"one":[105,152],"target":[106],"vector":[107,121],"with":[108],"simultaneous":[109],"constructed":[114],"automatically":[115],"through":[116],"MPMI;":[118],"then,":[119],"substituted":[123],"into":[124,151],"multi":[126],"D-norm":[127],"functions.":[131],"Moreover,":[132],"iterative":[134,147],"soft":[135],"threshold":[136],"algorithm":[137],"(ISTA)":[138],"CSL":[141],"model":[142],"derived,":[144],"its":[146],"steps":[148],"unfolded":[150],"network.":[154],"algorithm's":[156],"performance":[157],"hyperparameter":[160],"configuration":[161],"investigated":[163],"set":[166],"numerical":[168],"simulations.":[169],"Finally,":[170],"AMD-SUDN":[173,191],"applied":[175],"detect":[177],"features":[180],"faults.":[183],"All":[184],"comparative":[185],"results":[186],"verify":[187],"achieves":[192],"better":[194],"accuracy":[196],"than":[197],"state-of-the-art":[198],"methods.":[200]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
