{"id":"https://openalex.org/W2139350128","doi":"https://doi.org/10.4028/www.scientific.net/amm.52-54.2033","title":"The Identification Technology of Rolling Bearing Acoustic Emission Fault Pattern Based on Redundant Lifting Wavelet Packet and SVM","display_name":"The Identification Technology of Rolling Bearing Acoustic Emission Fault Pattern Based on Redundant Lifting Wavelet Packet and SVM","publication_year":2011,"publication_date":"2011-03-28","ids":{"openalex":"https://openalex.org/W2139350128","doi":"https://doi.org/10.4028/www.scientific.net/amm.52-54.2033","mag":"2139350128"},"language":"en","primary_location":{"id":"doi:10.4028/www.scientific.net/amm.52-54.2033","doi":"https://doi.org/10.4028/www.scientific.net/amm.52-54.2033","is_oa":false,"landing_page_url":"https://doi.org/10.4028/www.scientific.net/amm.52-54.2033","pdf_url":null,"source":{"id":"https://openalex.org/S128754310","display_name":"Applied Mechanics and Materials","issn_l":"1660-9336","issn":["1660-9336","1662-7482","2297-8941"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310317839","host_organization_name":"Trans Tech Publications","host_organization_lineage":["https://openalex.org/P4310317839"],"host_organization_lineage_names":["Trans Tech Publications"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Mechanics and Materials","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065320466","display_name":"Li Gao","orcid":"https://orcid.org/0000-0001-8157-5479","observed_orcids":["https://orcid.org/0000-0001-8157-5479","https://orcid.org/0000-0003-2509-9505"]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Xin Gao","raw_affiliation_strings":["Beijing University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Technology","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111946941","display_name":"Fen Lou Zhai","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fen Lou Zhai","raw_affiliation_strings":["Beijing University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Technology","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006253016","display_name":"Bang Xi Hu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bang Xi Hu","raw_affiliation_strings":["Wuhan Iron and Steel (Group) Corp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan Iron and Steel (Group) Corp","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113961161","display_name":"Jiang Hua Zhou","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang Hua Zhou","raw_affiliation_strings":["Wuhan Iron and Steel (Group) Corp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan Iron and Steel (Group) Corp","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101662459","display_name":"Jian Hua Chen","orcid":"https://orcid.org/0000-0001-9691-6264","observed_orcids":["https://orcid.org/0000-0001-9691-6264"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Hua Chen","raw_affiliation_strings":["Wuhan Iron and Steel (Group) Corp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan Iron and Steel (Group) Corp","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100907412","display_name":"Yong Gang Xiao","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yong Gang Xiao","raw_affiliation_strings":["Wuhan Iron and Steel (Group) Corp"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wuhan Iron and Steel (Group) Corp","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"52-54","issue":null,"first_page":"2033","last_page":"2038"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":1.0,"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":1.0,"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":0.0,"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/T12737","display_name":"Electrical Fault Detection and Protection","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/rolling-bearing-fault-diagnosis","display_name":"rolling bearing fault diagnosis","score":0.8809999823570251},{"id":"https://openalex.org/keywords/acoustic-emission","display_name":"acoustic emission","score":0.8629999756813049},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8410000205039978},{"id":"https://openalex.org/keywords/frequency-band-energy-features","display_name":"frequency band energy features","score":0.871999979019165},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.6290000081062317},{"id":"https://openalex.org/keywords/neural-network-comparison","display_name":"neural network comparison","score":0.8159999847412109}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7609130144119263},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.7094298005104065},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.7048547863960266},{"id":"https://openalex.org/C174598085","wikidata":"https://www.wikidata.org/wiki/Q746673","display_name":"Acoustic emission","level":2,"score":0.6353803873062134},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5615388751029968},{"id":"https://openalex.org/C2778116611","wikidata":"https://www.wikidata.org/wiki/Q25110567","display_name":"Frequency band","level":3,"score":0.5268803238868713},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5105222463607788},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5042902231216431},{"id":"https://openalex.org/C2779855323","wikidata":"https://www.wikidata.org/wiki/Q1172774","display_name":"Daubechies wavelet","level":5,"score":0.49042508006095886},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.4830223023891449},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4781801998615265},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4419832229614258},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4054977297782898},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37086600065231323},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3405492305755615},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.2613162398338318},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.2574779987335205},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14415982365608215},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14168474078178406},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07566538453102112},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.05388164520263672},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.04947903752326965},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4028/www.scientific.net/amm.52-54.2033","doi":"https://doi.org/10.4028/www.scientific.net/amm.52-54.2033","is_oa":false,"landing_page_url":"https://doi.org/10.4028/www.scientific.net/amm.52-54.2033","pdf_url":null,"source":{"id":"https://openalex.org/S128754310","display_name":"Applied Mechanics and Materials","issn_l":"1660-9336","issn":["1660-9336","1662-7482","2297-8941"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310317839","host_organization_name":"Trans Tech Publications","host_organization_lineage":["https://openalex.org/P4310317839"],"host_organization_lineage_names":["Trans Tech Publications"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Mechanics and Materials","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2024015634","https://openalex.org/W2144047335","https://openalex.org/W2363956255","https://openalex.org/W2377405594"],"related_works":["https://openalex.org/W2058381335","https://openalex.org/W2098753958","https://openalex.org/W2910652383","https://openalex.org/W2392243169","https://openalex.org/W2358925219","https://openalex.org/W2131964022","https://openalex.org/W2758199738","https://openalex.org/W2387411149","https://openalex.org/W2554040625","https://openalex.org/W1986407738"],"abstract_inverted_index":{"As":[0],"the":[1,25,32,57,67,75,87,98,102],"energy":[2,45],"distribution":[3],"in":[4,46],"each":[5,47],"frequency":[6,42,48],"band":[7,49],"of":[8,37,56],"rolling":[9,33],"bearing":[10,34],"acoustic":[11],"emission":[12],"(AE)":[13],"signal":[14,36],"is":[15],"related":[16],"to":[17,30,51,65],"its":[18],"fault":[19,39,68,99],"type,":[20],"so":[21],"we":[22],"can":[23,114],"use":[24],"redundant":[26,76,106],"lifting":[27,77,107],"wavelet":[28,78,82,108],"packet":[29,79,83,109],"decompose":[31],"AE":[35],"different":[38,41],"into":[40],"band,":[43],"combine":[44],"together":[50,113],"be":[52,115],"a":[53],"feature":[54],"vector":[55],"Support":[58],"Vector":[59],"Machines":[60],"(SVM),":[61],"then":[62],"being":[63],"applied":[64],"identify":[66],"through":[69],"SVM.":[70],"This":[71],"paper":[72],"also":[73],"compared":[74],"and":[80,89,111],"Daubechies":[81],"as":[84,86],"well":[85],"SVM":[88,112],"neural":[90],"networks.":[91],"The":[92],"experimental":[93],"result":[94],"shows":[95],"that":[96,104],"for":[97],"pattern":[100],"identification,":[101],"method":[103],"combines":[105],"decomposition":[110],"effective.":[116]},"counts_by_year":[],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2016-06-24T00:00:00"}