{"id":"https://openalex.org/W2807561979","doi":"https://doi.org/10.3390/s18061735","title":"Planetary Gear Fault Diagnosis via Feature Image Extraction Based on Multi Central Frequencies and Vibration Signal Frequency Spectrum","display_name":"Planetary Gear Fault Diagnosis via Feature Image Extraction Based on Multi Central Frequencies and Vibration Signal Frequency Spectrum","publication_year":2018,"publication_date":"2018-05-28","ids":{"openalex":"https://openalex.org/W2807561979","doi":"https://doi.org/10.3390/s18061735","mag":"2807561979","pmid":"https://pubmed.ncbi.nlm.nih.gov/29843418"},"language":"en","primary_location":{"id":"doi:10.3390/s18061735","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18061735","pdf_url":"https://www.mdpi.com/1424-8220/18/6/1735/pdf?version=1527505535","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/1424-8220/18/6/1735/pdf?version=1527505535","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100355339","display_name":"Yong Li","orcid":"https://orcid.org/0000-0002-1183-5359"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Li","raw_affiliation_strings":["School of Mechatronic Engineering, China University of Mining and Technology, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, China University of Mining and Technology, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066755402","display_name":"Gang Cheng","orcid":"https://orcid.org/0000-0002-9211-1044"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Cheng","raw_affiliation_strings":["School of Mechatronic Engineering, China University of Mining and Technology, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, China University of Mining and Technology, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050050751","display_name":"Yusong Pang","orcid":"https://orcid.org/0000-0001-8094-3436"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yusong Pang","raw_affiliation_strings":["Faculty Mechanical, Maritime and Materials Engineering, Delft University of Technology, Delft 2628, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8094-3436","affiliations":[{"raw_affiliation_string":"Faculty Mechanical, Maritime and Materials Engineering, Delft University of Technology, Delft 2628, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079594153","display_name":"Moshen Kuai","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Moshen Kuai","raw_affiliation_strings":["School of Mechatronic Engineering, China University of Mining and Technology, Xuzhou 221116, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronic Engineering, China University of Mining and Technology, Xuzhou 221116, China","institution_ids":["https://openalex.org/I25757504"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066755402"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":3.2219,"has_fulltext":true,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9218554,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"18","issue":"6","first_page":"1735","last_page":"1735"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9959999918937683,"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"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9807000160217285,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.7497072219848633},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.636812686920166},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6310473680496216},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6305713653564453},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6193143129348755},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5849885940551758},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5203899145126343},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.4810467064380646},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4604402780532837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44456642866134644},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.42233431339263916},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38546615839004517},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.29400530457496643},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.23728275299072266},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11915522813796997},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06236615777015686}],"concepts":[{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.7497072219848633},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.636812686920166},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6310473680496216},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6305713653564453},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6193143129348755},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5849885940551758},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5203899145126343},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4810467064380646},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4604402780532837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44456642866134644},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.42233431339263916},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38546615839004517},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.29400530457496643},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23728275299072266},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11915522813796997},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06236615777015686},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s18061735","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18061735","pdf_url":"https://www.mdpi.com/1424-8220/18/6/1735/pdf?version=1527505535","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:29843418","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29843418","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:6a72ba21bf664077ae5c3f14d14b73af","is_oa":false,"landing_page_url":"https://doaj.org/article/6a72ba21bf664077ae5c3f14d14b73af","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 18, Iss 6, p 1735 (2018)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:4978325","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6022010","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/6/1735/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s18061735","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 18; Issue 6; Pages: 1735","raw_type":"Text"},{"id":"pmh:oai:tudelft.nl:uuid:4265fa23-53c3-4663-b207-cf33828844cf","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:4265fa23-53c3-4663-b207-cf33828844cf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.3390/s18061735","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18061735","pdf_url":"https://www.mdpi.com/1424-8220/18/6/1735/pdf?version=1527505535","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/G4541648346","display_name":null,"funder_award_id":"2015YC02","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320327518","display_name":"Priority Academic Program Development of Jiangsu Higher Education Institutions","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2807561979.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W276684437","https://openalex.org/W1892983833","https://openalex.org/W2000982976","https://openalex.org/W2033551122","https://openalex.org/W2046765834","https://openalex.org/W2060487089","https://openalex.org/W2103088716","https://openalex.org/W2257678584","https://openalex.org/W2299617127","https://openalex.org/W2346868206","https://openalex.org/W2418607386","https://openalex.org/W2509453848","https://openalex.org/W2524052612","https://openalex.org/W2564549268","https://openalex.org/W2567674430","https://openalex.org/W2606471037","https://openalex.org/W2735326783","https://openalex.org/W2737373222","https://openalex.org/W2738563279","https://openalex.org/W2741030676","https://openalex.org/W2741224071","https://openalex.org/W2769634371","https://openalex.org/W2771498160","https://openalex.org/W2771734292","https://openalex.org/W2779615422","https://openalex.org/W6692135035"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2081563414","https://openalex.org/W2363056446","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2076661204","https://openalex.org/W2380939102","https://openalex.org/W1919019022","https://openalex.org/W2361368121","https://openalex.org/W2376523010"],"abstract_inverted_index":{"Poor":[0],"working":[1],"environment":[2],"leads":[3],"to":[4,29,80,152,163],"frequent":[5],"failures":[6],"of":[7,34,85,104,113,120,128,137,179,197],"planetary":[8,35,198],"gear":[9,36,199],"trains.":[10],"However,":[11],"complex":[12],"structure":[13],"and":[14,23,48,66,72,134],"variable":[15],"transmission":[16],"make":[17],"the":[18,82,86,94,101,110,117,126,129,135,138,147,167,173,176,180,191],"vibration":[19,49,57,88,106],"signal":[20,50,58,89,107],"strongly":[21],"non-linear":[22],"non-stationary,":[24],"which":[25],"brings":[26],"big":[27],"problems":[28],"fault":[30,37,121,154,158,200],"diagnosis.":[31],"A":[32],"method":[33,178,196],"diagnosis":[38,201],"via":[39],"feature":[40,83,96,118,168,181],"image":[41],"extraction":[42,177],"based":[43,108],"on":[44,109],"multi":[45],"central":[46,74,111],"frequencies":[47,75],"frequency":[51,102,112],"spectrum":[52,84,103],"is":[53,59,150,161,206],"proposed.":[54],"The":[55,156,195],"original":[56,87,105],"decomposed":[60],"by":[61,143],"variational":[62],"mode":[63],"decomposition":[64],"(VMD),":[65],"four":[67],"components":[68],"with":[69,166],"narrow":[70],"bands":[71,97,169,182],"independent":[73],"are":[76,98,123,141],"decomposed.":[77],"In":[78],"order":[79],"retain":[81],"as":[90,92,125],"far":[91],"possible,":[93],"corresponding":[95],"intercepted":[99],"from":[100,172],"each":[114],"component.":[115],"Then,":[116],"images":[119],"signals":[122],"constructed":[124],"inputs":[127],"convolution":[130],"neural":[131,139],"network":[132,140,193],"(CNN),":[133],"parameters":[136],"optimized":[142,148],"sample":[144],"training.":[145],"Finally,":[146],"CNN":[149],"used":[151],"identify":[153],"signals.":[155],"overall":[157],"recognition":[159],"rate":[160],"up":[162],"98.75%.":[164],"Compared":[165],"extracted":[170],"directly":[171],"component":[174],"spectrums,":[175],"proposed":[183,202],"in":[184,203],"this":[185,204],"paper":[186,205],"needs":[187],"fewer":[188],"iterations":[189],"under":[190],"same":[192],"structure.":[194],"effective.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
