{"id":"https://openalex.org/W2973465745","doi":"https://doi.org/10.3390/s19194069","title":"Fault Diagnosis of Rotary Parts of a Heavy-Duty Horizontal Lathe Based on Wavelet Packet Transform and Support Vector Machine","display_name":"Fault Diagnosis of Rotary Parts of a Heavy-Duty Horizontal Lathe Based on Wavelet Packet Transform and Support Vector Machine","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2973465745","doi":"https://doi.org/10.3390/s19194069","mag":"2973465745","pmid":"https://pubmed.ncbi.nlm.nih.gov/31547146"},"language":"en","primary_location":{"id":"doi:10.3390/s19194069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19194069","pdf_url":"https://www.mdpi.com/1424-8220/19/19/4069/pdf?version=1569234286","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/1424-8220/19/19/4069/pdf?version=1569234286","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050692261","display_name":"Hongyu Jin","orcid":"https://orcid.org/0000-0001-6950-773X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongyu Jin","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":"https://orcid.org/0000-0001-6950-773X","affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052594067","display_name":"Avitus Titus Mwelinde","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I84641585","display_name":"Sokoine University of Agriculture","ror":"https://ror.org/00jdryp44","country_code":"TZ","type":"education","lineage":["https://openalex.org/I84641585"]}],"countries":["CN","TZ"],"is_corresponding":false,"raw_author_name":"Avitus Titus","raw_affiliation_strings":["Department of Engineering Sciences and Technology, Sokoine University of Agriculture, Morogoro 255, Tanzania","School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering Sciences and Technology, Sokoine University of Agriculture, Morogoro 255, Tanzania","institution_ids":["https://openalex.org/I84641585"]},{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431018","display_name":"Yulong Liu","orcid":"https://orcid.org/0000-0002-4045-2306"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulong Liu","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725762","display_name":"Yang Wang","orcid":"https://orcid.org/0000-0002-1927-8438"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Wang","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002074010","display_name":"Zhenyu Han","orcid":"https://orcid.org/0000-0002-9429-7911"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhenyu Han","raw_affiliation_strings":["School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechatronics Engineering, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002074010"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.3601,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.89006631,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"19","issue":"19","first_page":"4069","last_page":"4069"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9927999973297119,"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":0.9927999973297119,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9919999837875366,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/fault","display_name":"Fault (geology)","score":0.7510241866111755},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5950707197189331},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5784270167350769},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5547503232955933},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.543705940246582},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4996633529663086},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4947792887687683},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4694152772426605},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4562763273715973},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4153934717178345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4076665937900543},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3880009949207306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3600725531578064},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.12948760390281677}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7510241866111755},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5950707197189331},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5784270167350769},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5547503232955933},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.543705940246582},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4996633529663086},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4947792887687683},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4694152772426605},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4562763273715973},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4153934717178345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4076665937900543},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3880009949207306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3600725531578064},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.12948760390281677},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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":5,"locations":[{"id":"doi:10.3390/s19194069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19194069","pdf_url":"https://www.mdpi.com/1424-8220/19/19/4069/pdf?version=1569234286","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:31547146","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31547146","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:32a4f46419da4792b28482c4a7b12cec","is_oa":true,"landing_page_url":"https://doaj.org/article/32a4f46419da4792b28482c4a7b12cec","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 19, Iss 19, p 4069 (2019)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/19/4069/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19194069","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","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6806313","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6806313","pdf_url":null,"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"}],"best_oa_location":{"id":"doi:10.3390/s19194069","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19194069","pdf_url":"https://www.mdpi.com/1424-8220/19/19/4069/pdf?version=1569234286","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":[{"score":0.7799999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G4584912088","display_name":null,"funder_award_id":"51805116","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973465745.pdf","grobid_xml":"https://content.openalex.org/works/W2973465745.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1986759878","https://openalex.org/W2008598341","https://openalex.org/W2024237332","https://openalex.org/W2032711440","https://openalex.org/W2057094080","https://openalex.org/W2074724805","https://openalex.org/W2090794716","https://openalex.org/W2125583030","https://openalex.org/W2159257417","https://openalex.org/W2172070753","https://openalex.org/W2382621233","https://openalex.org/W2389837531","https://openalex.org/W2606314633","https://openalex.org/W2747758005","https://openalex.org/W2767507316","https://openalex.org/W2892180516","https://openalex.org/W2917433802","https://openalex.org/W2920611841","https://openalex.org/W2924918636","https://openalex.org/W2942801317","https://openalex.org/W2946682182","https://openalex.org/W2948893705","https://openalex.org/W2954417198","https://openalex.org/W6991128778"],"related_works":["https://openalex.org/W2345184372","https://openalex.org/W3013515612","https://openalex.org/W2136184105","https://openalex.org/W2041399278","https://openalex.org/W2336974148","https://openalex.org/W2056016498","https://openalex.org/W2389470892","https://openalex.org/W2541950815","https://openalex.org/W2187500075","https://openalex.org/W2378448154"],"abstract_inverted_index":{"The":[0,100,152,192],"spindle":[1,81],"box":[2,82],"is":[3,28,58,103,133,162,168,185],"responsible":[4],"for":[5,62,159],"power":[6,34,130],"transmission,":[7],"supporting":[8],"the":[9,14,18,21,32,40,44,73,80,107,115,118,122,129,137,142,146,155,165,171,175,189,196,207],"rotating":[10],"parts":[11],"and":[12,36,49,66,77,90,113,164,204],"ensuring":[13,67],"rotary":[15],"accuracy":[16],"of":[17,39,46,55,59,79,83,94,154],"workpiece":[19],"in":[20,43,117,145,199],"heavy-duty":[22],"machine":[23,41,184],"tool.":[24],"Its":[25],"assembly":[26,56,64],"quality":[27],"crucial":[29],"to":[30,105,187],"ensure":[31],"reliable":[33],"supply":[35],"stable":[37],"operation":[38],"tool":[42],"process":[45],"large":[47],"load":[48],"cutting":[50],"force.":[51],"Therefore,":[52],"accurate":[53],"diagnosis":[54,161],"faults":[57],"great":[60],"significance":[61],"improving":[63],"efficiency":[65],"outgoing":[68],"quality.":[69],"In":[70],"this":[71,200],"paper,":[72],"common":[74],"fault":[75,96,143,160,190,208],"types":[76,97],"characteristics":[78],"heavy":[84],"horizontal":[85],"lathe":[86],"are":[87,98,126],"analyzed":[88,163],"first,":[89],"original":[91],"vibration":[92],"signals":[93],"various":[95],"collected.":[99],"wavelet":[101],"packet":[102],"used":[104,158,186],"decompose":[106],"signal":[108,147],"into":[109],"different":[110],"frequency":[111,119,124],"bands":[112],"reconstruct":[114],"nodes":[116],"band":[120],"where":[121],"characteristic":[123],"points":[125],"located.":[127],"Then,":[128],"spectrum":[131],"analysis":[132],"carried":[134],"out":[135],"on":[136,181],"reconstructed":[138],"signal,":[139],"so":[140],"that":[141,195],"features":[144],"can":[148,202],"be":[149],"clearly":[150],"expressed.":[151],"structure":[153],"feature":[156,166],"vector":[157,167,183],"extracted":[169],"from":[170],"collected":[172],"signals.":[173],"Finally,":[174],"intelligent":[176],"pattern":[177],"recognition":[178],"method":[179,197],"based":[180],"support":[182],"classify":[188],"types.":[191,209],"results":[193],"show":[194],"proposed":[198],"paper":[201],"quickly":[203],"accurately":[205],"judge":[206]},"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":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
