{"id":"https://openalex.org/W3025333407","doi":"https://doi.org/10.1177/1550147720923476","title":"Gearbox fault diagnosis using data fusion based on self-organizing map neural network","display_name":"Gearbox fault diagnosis using data fusion based on self-organizing map neural network","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3025333407","doi":"https://doi.org/10.1177/1550147720923476","mag":"3025333407"},"language":"en","primary_location":{"id":"doi:10.1177/1550147720923476","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720923476","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720923476","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720923476","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106822988","display_name":"Qiang Zhang","orcid":"https://orcid.org/0000-0002-8298-2487"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Qiang","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao, China","School of Mechanical Engineering, Liaoning Technical University, Fuxin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Mechanical Engineering, Liaoning Technical University, Fuxin, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073113904","display_name":"Jieying Gu","orcid":"https://orcid.org/0000-0001-9778-1103"},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gu Jieying","raw_affiliation_strings":["School of Mechanical Engineering, Liaoning Technical University, Fuxin, China"],"raw_orcid":"https://orcid.org/0000-0001-9778-1103","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Liaoning Technical University, Fuxin, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103904678","display_name":"Liu Junming","orcid":null},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Junming","raw_affiliation_strings":["School of Mechanical Engineering, Liaoning Technical University, Fuxin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Liaoning Technical University, Fuxin, China","institution_ids":["https://openalex.org/I176808543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104492684","display_name":"Tian Ying","orcid":null},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tian Ying","raw_affiliation_strings":["College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103670151","display_name":"Zhang Shi-lei","orcid":null},"institutions":[{"id":"https://openalex.org/I176808543","display_name":"Liaoning Technical University","ror":"https://ror.org/01n2bd587","country_code":"CN","type":"education","lineage":["https://openalex.org/I176808543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Shilei","raw_affiliation_strings":["School of Mechanical Engineering, Liaoning Technical University, Fuxin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Liaoning Technical University, Fuxin, China","institution_ids":["https://openalex.org/I176808543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5104492684"],"corresponding_institution_ids":["https://openalex.org/I80143920"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":1.1662,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.77863113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"16","issue":"5","first_page":"155014772092347","last_page":"155014772092347"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9968000054359436,"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":0.9968000054359436,"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":0.9954000115394592,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9865000247955322,"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/computer-science","display_name":"Computer science","score":0.7755609750747681},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6883031129837036},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.5515779852867126},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5493032336235046},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5464351177215576},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5460259914398193},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.47163912653923035},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.46494191884994507},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4638604521751404},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.4354900121688843},{"id":"https://openalex.org/keywords/amplitude","display_name":"Amplitude","score":0.4341946542263031},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4307395815849304},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.4184492826461792},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.40598198771476746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3842927813529968},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10253190994262695},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0725131630897522},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07030242681503296}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7755609750747681},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6883031129837036},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.5515779852867126},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5493032336235046},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5464351177215576},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5460259914398193},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.47163912653923035},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.46494191884994507},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4638604521751404},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.4354900121688843},{"id":"https://openalex.org/C180205008","wikidata":"https://www.wikidata.org/wiki/Q159190","display_name":"Amplitude","level":2,"score":0.4341946542263031},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4307395815849304},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.4184492826461792},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.40598198771476746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3842927813529968},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10253190994262695},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0725131630897522},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07030242681503296},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1550147720923476","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720923476","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720923476","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:16:y:2020:i:5:p:1550147720923476","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/1550147720923476","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:2c8a830beb4148d080773ffd44ca0140","is_oa":true,"landing_page_url":"https://doaj.org/article/2c8a830beb4148d080773ffd44ca0140","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":"International Journal of Distributed Sensor Networks, Vol 16 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1550147720923476","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147720923476","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147720923476","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2085789262","display_name":null,"funder_award_id":"LJ2017QL018","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G2492369555","display_name":null,"funder_award_id":"SKLMT-KFKT-201515","funder_id":"https://openalex.org/F4320337347","funder_display_name":"National Institute on Drug Abuse"},{"id":"https://openalex.org/G5445300658","display_name":null,"funder_award_id":"51774161","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5844010356","display_name":null,"funder_award_id":"51804151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6218074758","display_name":null,"funder_award_id":"U1810119","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"},{"id":"https://openalex.org/F4320337347","display_name":"National Institute on Drug Abuse","ror":"https://ror.org/00fq5cm18"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1965190885","https://openalex.org/W2165142864","https://openalex.org/W2329452869","https://openalex.org/W2617949685","https://openalex.org/W2802357418","https://openalex.org/W2802595313","https://openalex.org/W2896877450","https://openalex.org/W2900865655","https://openalex.org/W2908262042","https://openalex.org/W2943460318","https://openalex.org/W3151626620"],"related_works":["https://openalex.org/W4245508182","https://openalex.org/W4233511069","https://openalex.org/W2046633342","https://openalex.org/W2370050053","https://openalex.org/W2372936409","https://openalex.org/W53954450","https://openalex.org/W2365287829","https://openalex.org/W2389645710","https://openalex.org/W2379553594","https://openalex.org/W2351059076"],"abstract_inverted_index":{"This":[0],"article":[1],"aims":[2],"to":[3,19,134],"provide":[4,20],"an":[5],"efficient":[6],"fault":[7,15,93,140],"diagnosis":[8,22,87,137],"method":[9,133],"for":[10],"gearbox.":[11],"A":[12],"self-organizing":[13,83],"map\u2013based":[14],"model":[16,88],"is":[17],"developed":[18],"effective":[21],"of":[23,26,42,81,138,144,147],"the":[24,29,82],"faults":[25],"gearboxes":[27,34],"using":[28,56,69,100],"gear":[30,45,92,139],"signals":[31,46],"extracted":[32],"from":[33],"operating":[35],"with":[36,95],"zero":[37],"and":[38,51,54,59,73,120,142],"three":[39],"different":[40],"types":[41],"faults.":[43],"The":[44,63,78,127],"are":[47,66],"collected":[48],"by":[49],"vibration":[50,107,112],"acoustic":[52,116,122],"sensors,":[53],"pre-denoised":[55],"wavelet":[57,60],"denoising":[58],"packet":[61],"decomposition.":[62],"characteristic":[64,103],"values":[65],"subsequently":[67],"obtained":[68],"fast":[70],"Fourier":[71],"transform":[72],"infinite":[74],"impulse":[75],"response":[76],"filtering.":[77],"results":[79],"showed":[80],"map":[84],"neural":[85],"network":[86],"can":[89],"effectively":[90],"diagnose":[91],"information":[94],"a":[96,131],"95%":[97],"diagnostic":[98],"accuracy":[99],"four":[101],"input":[102],"values:":[104],"(1)":[105],"Y-axis":[106,111],"displacement":[108],"amplitude,":[109,114,119],"(2)":[110],"acceleration":[113],"(3)":[115],"emission":[117,123],"energy":[118],"(4)":[121],"signal":[124],"peak":[125],"value.":[126],"proposed":[128],"approach":[129],"provides":[130],"novel":[132],"more":[135],"accurate":[136],"pattern":[141],"improvement":[143],"working":[145],"efficiency":[146],"mechanical":[148],"instruments.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
