{"id":"https://openalex.org/W2795247863","doi":"https://doi.org/10.1155/2018/3041591","title":"Multiple Feature Vectors Based Fault Classification for WSN Integrated Bearing of Rolling Mill","display_name":"Multiple Feature Vectors Based Fault Classification for WSN Integrated Bearing of Rolling Mill","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2795247863","doi":"https://doi.org/10.1155/2018/3041591","mag":"2795247863"},"language":"en","primary_location":{"id":"doi:10.1155/2018/3041591","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2018/3041591","pdf_url":"http://downloads.hindawi.com/journals/jcse/2018/3041591.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"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":"Journal of Control Science and Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://downloads.hindawi.com/journals/jcse/2018/3041591.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067394058","display_name":"Bo Qin","orcid":"https://orcid.org/0000-0002-7010-0627"},"institutions":[{"id":"https://openalex.org/I31637741","display_name":"Inner Mongolia University of Science and Technology","ror":"https://ror.org/044rgx723","country_code":"CN","type":"education","lineage":["https://openalex.org/I31637741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Qin","raw_affiliation_strings":["School of Mechanical Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China","institution_ids":["https://openalex.org/I31637741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009607799","display_name":"Luyang Zhang","orcid":"https://orcid.org/0000-0003-0517-5195"},"institutions":[{"id":"https://openalex.org/I31637741","display_name":"Inner Mongolia University of Science and Technology","ror":"https://ror.org/044rgx723","country_code":"CN","type":"education","lineage":["https://openalex.org/I31637741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luyang Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China","institution_ids":["https://openalex.org/I31637741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101937892","display_name":"Heng Yin","orcid":"https://orcid.org/0000-0002-1952-9719"},"institutions":[{"id":"https://openalex.org/I31637741","display_name":"Inner Mongolia University of Science and Technology","ror":"https://ror.org/044rgx723","country_code":"CN","type":"education","lineage":["https://openalex.org/I31637741"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Yin","raw_affiliation_strings":["School of Mechanical Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Inner Mongolia University of Science and Technology, Baotou 014010, China","institution_ids":["https://openalex.org/I31637741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064860911","display_name":"Yan Qin","orcid":"https://orcid.org/0000-0002-4184-9022"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yan Qin","raw_affiliation_strings":["College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China"],"affiliations":[{"raw_affiliation_string":"College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5064860911"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":{"value":1400,"currency":"USD","value_usd":1400},"apc_paid":{"value":1400,"currency":"USD","value_usd":1400},"fwci":0.169,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.57795641,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2018","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9902999997138977,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9728999733924866,"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/fault","display_name":"Fault (geology)","score":0.6897361874580383},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.6770327091217041},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5356962084770203},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.5280882716178894},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4985380172729492},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4666481018066406},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45999372005462646},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.42447537183761597},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4212488532066345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40522485971450806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4024641513824463},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.24936512112617493},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1863320767879486},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.086986243724823}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6897361874580383},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6770327091217041},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5356962084770203},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.5280882716178894},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4985380172729492},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4666481018066406},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45999372005462646},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.42447537183761597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4212488532066345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40522485971450806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4024641513824463},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.24936512112617493},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1863320767879486},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.086986243724823},{"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":3,"locations":[{"id":"doi:10.1155/2018/3041591","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2018/3041591","pdf_url":"http://downloads.hindawi.com/journals/jcse/2018/3041591.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"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":"Journal of Control Science and Engineering","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c05299f47928439dbaa77c22aa79c68c","is_oa":true,"landing_page_url":"https://doaj.org/article/c05299f47928439dbaa77c22aa79c68c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Control Science and Engineering, Vol 2018 (2018)","raw_type":"article"},{"id":"pmh:oai:hindawi.com:10.1155/2018/3041591","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2018/3041591","pdf_url":null,"source":{"id":"https://openalex.org/S4306400340","display_name":"Hindawi Journal of Chemistry (Hindawi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210126990","host_organization_name":"Hindawi (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210126990"],"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":"","raw_type":"Research Article"}],"best_oa_location":{"id":"doi:10.1155/2018/3041591","is_oa":true,"landing_page_url":"http://doi.org/10.1155/2018/3041591","pdf_url":"http://downloads.hindawi.com/journals/jcse/2018/3041591.pdf","source":{"id":"https://openalex.org/S11704996","display_name":"Journal of Control Science and Engineering","issn_l":"1687-5249","issn":["1687-5249","1687-5257"],"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":"Journal of Control Science and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G153330141","display_name":null,"funder_award_id":"51565047","funder_id":"https://openalex.org/F4320325744","funder_display_name":"Inner Mongolia University of Technology"},{"id":"https://openalex.org/G1673450088","display_name":null,"funder_award_id":"2017MS0509","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2652985307","display_name":null,"funder_award_id":"S20171012708","funder_id":"https://openalex.org/F4320322868","funder_display_name":"Natural Science Foundation of Inner Mongolia"},{"id":"https://openalex.org/G2840059471","display_name":null,"funder_award_id":"2017MS0509","funder_id":"https://openalex.org/F4320322868","funder_display_name":"Natural Science Foundation of Inner Mongolia"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5009927753","display_name":null,"funder_award_id":"S20171012708","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5075645473","display_name":null,"funder_award_id":"51565047","funder_id":"https://openalex.org/F4320322868","funder_display_name":"Natural Science Foundation of Inner Mongolia"},{"id":"https://openalex.org/G5692112997","display_name":null,"funder_award_id":"S20171012708","funder_id":"https://openalex.org/F4320325744","funder_display_name":"Inner Mongolia University of Technology"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6472090866","display_name":null,"funder_award_id":"2017MS0509","funder_id":"https://openalex.org/F4320325744","funder_display_name":"Inner Mongolia University of Technology"},{"id":"https://openalex.org/G6525063718","display_name":null,"funder_award_id":"2015QDL12","funder_id":"https://openalex.org/F4320322868","funder_display_name":"Natural Science Foundation of Inner Mongolia"},{"id":"https://openalex.org/G6804836052","display_name":null,"funder_award_id":"51565047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6874444844","display_name":null,"funder_award_id":"2015QDL12","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6998444129","display_name":null,"funder_award_id":"2015QDL12","funder_id":"https://openalex.org/F4320325744","funder_display_name":"Inner Mongolia University of Technology"}],"funders":[{"id":"https://openalex.org/F4320318656","display_name":"Inner Mongolia University of Science and Technology","ror":"https://ror.org/044rgx723"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322216","display_name":"Inner Mongolia University","ror":"https://ror.org/0106qb496"},{"id":"https://openalex.org/F4320322868","display_name":"Natural Science Foundation of Inner Mongolia","ror":null},{"id":"https://openalex.org/F4320325744","display_name":"Inner Mongolia University of Technology","ror":"https://ror.org/05564e019"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2795247863.pdf","grobid_xml":"https://content.openalex.org/works/W2795247863.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1965491739","https://openalex.org/W1998769964","https://openalex.org/W2009920316","https://openalex.org/W2024518622","https://openalex.org/W2063688797","https://openalex.org/W2111072639","https://openalex.org/W2141188346","https://openalex.org/W2148446997","https://openalex.org/W2158286838","https://openalex.org/W2160867523","https://openalex.org/W2320726711","https://openalex.org/W2428120229","https://openalex.org/W2552112078","https://openalex.org/W2575462858","https://openalex.org/W2620633219","https://openalex.org/W2769188810","https://openalex.org/W2782416729","https://openalex.org/W3105346980"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2067443264","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W2361368121"],"abstract_inverted_index":{"For":[0],"rolling":[1],"mill":[2],"machines,":[3],"the":[4,63,103,114,131,140,147,151,154,174,177,181,193,203,208,220,229,234],"operation":[5],"status":[6],"of":[7,153,213],"bearing":[8],"has":[9,237],"a":[10,34,66,80,90,120,156,162],"close":[11],"relationship":[12],"with":[13,219],"process":[14,49,127],"safety":[15],"and":[16,23,78,129,161,180,211,227,241],"production":[17],"effectiveness.":[18],"Therefore,":[19],"reliable":[20],"fault":[21,31,36,44,58,67,148,188,221],"diagnosis":[22],"classification":[24,59,81,189,222,239],"are":[25,167,185],"indispensable.":[26],"Traditional":[27],"methods":[28,223],"always":[29],"characterize":[30],"feature":[32,76],"using":[33],"single":[35],"vector,":[37],"which":[38,107,145,199],"may":[39,53,108],"fail":[40],"to":[41,56,73,86,101,125,138,206],"reveal":[42],"whole":[43],"influences":[45],"caused":[46],"by":[47,119,202],"complex":[48],"disturbances.":[50],"Besides,":[51],"it":[52],"also":[54],"lead":[55],"poor":[57],"accuracy.":[60],"To":[61],"solve":[62],"above-mentioned":[64],"problems,":[65],"extraction":[68],"method":[69,135,236],"is":[70,83,99,117,136,200],"put":[71],"forward":[72],"extract":[74,139],"multiple":[75],"vectors":[77],"then":[79,130],"model":[82],"developed.":[84],"First,":[85],"collect":[87],"sufficient":[88],"data,":[89],"data":[91],"acquisition":[92],"system":[93,106],"based":[94,191,224],"on":[95,192,225],"wireless":[96],"sensor":[97],"network":[98],"constructed":[100],"replace":[102],"traditional":[104],"wired":[105],"bring":[109],"dangers":[110],"during":[111],"production.":[112],"Second,":[113],"measured":[115],"signal":[116],"filtered":[118],"morphological":[121],"average":[122],"filtering":[123],"algorithm":[124,205],"remove":[126],"noise":[128],"empirical":[132],"mode":[133,142],"decomposition":[134],"applied":[137],"intrinsic":[141],"function":[143],"(IMF)":[144],"contains":[146],"information.":[149],"On":[150],"basis":[152],"IMFs,":[155],"time":[157],"domain":[158],"index":[159,164,179],"(energy)":[160],"frequency":[163],"(singular":[165],"values)":[166],"proposed":[168,235],"through":[169],"Hilbert":[170],"envelope":[171],"analysis.":[172],"From":[173],"above":[175],"analysis,":[176],"energy":[178],"singular":[182],"value":[183],"matrix":[184],"used":[186],"for":[187],"modeling":[190],"enhanced":[194],"extreme":[195],"learning":[196],"machine":[197],"(ELM),":[198],"optimized":[201],"bat":[204],"adjust":[207],"input":[209],"weights":[210],"threshold":[212],"hidden":[214],"layer":[215],"node.":[216],"In":[217],"comparison":[218],"SVM":[226],"ELM,":[228],"experimental":[230],"results":[231],"show":[232],"that":[233],"higher":[238],"accuracy":[240],"better":[242],"generalization":[243],"ability.":[244]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}