{"id":"https://openalex.org/W2005081781","doi":"https://doi.org/10.1109/tie.2012.2192894","title":"Plastic Bearing Fault Diagnosis Based on a Two-Step Data Mining Approach","display_name":"Plastic Bearing Fault Diagnosis Based on a Two-Step Data Mining Approach","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2005081781","doi":"https://doi.org/10.1109/tie.2012.2192894","mag":"2005081781"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2012.2192894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2012.2192894","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"},"type":"article","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/A5024485817","display_name":"David He","orcid":"https://orcid.org/0000-0002-5703-6616"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David He","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Chicago, IL, USA","Dept. of Mech. & Ind. Eng., Univ. of Illinois-Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Dept. of Mech. & Ind. Eng., Univ. of Illinois-Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448325","display_name":"Rui Li","orcid":"https://orcid.org/0000-0001-6051-4204"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Li","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Chicago, IL, USA","Dept. of Mech. & Ind. Eng., Univ. of Illinois-Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Dept. of Mech. & Ind. Eng., Univ. of Illinois-Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079574243","display_name":"Junda Zhu","orcid":"https://orcid.org/0000-0002-6586-0963"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Zhu","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Chicago, IL, USA","Dept. of Mech. & Ind. Eng., Univ. of Illinois-Chicago, Chicago, IL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, University of Illinois, Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"Dept. of Mech. & Ind. Eng., Univ. of Illinois-Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39422238"],"apc_list":null,"apc_paid":null,"fwci":16.4863,"has_fulltext":false,"cited_by_count":139,"citation_normalized_percentile":{"value":0.99121937,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9958000183105469,"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":0.9782000184059143,"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/bearing","display_name":"Bearing (navigation)","score":0.6827051043510437},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.6300573945045471},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5986014008522034},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5816444754600525},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.492615282535553},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4854174554347992},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.4580484926700592},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4283013641834259},{"id":"https://openalex.org/keywords/envelope","display_name":"Envelope (radar)","score":0.4276457726955414},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4162179231643677},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40892112255096436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3917108476161957},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.10637569427490234},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.09005624055862427},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0654289722442627}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6827051043510437},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6300573945045471},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5986014008522034},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5816444754600525},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.492615282535553},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4854174554347992},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.4580484926700592},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4283013641834259},{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.4276457726955414},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4162179231643677},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40892112255096436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3917108476161957},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.10637569427490234},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.09005624055862427},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0654289722442627},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tie.2012.2192894","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2012.2192894","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1501052816","https://openalex.org/W1570651648","https://openalex.org/W1593743950","https://openalex.org/W1964511482","https://openalex.org/W1975514583","https://openalex.org/W1982755720","https://openalex.org/W1995352662","https://openalex.org/W2000911430","https://openalex.org/W2007221293","https://openalex.org/W2015701355","https://openalex.org/W2016324154","https://openalex.org/W2030007971","https://openalex.org/W2039973395","https://openalex.org/W2048522269","https://openalex.org/W2054804336","https://openalex.org/W2063789075","https://openalex.org/W2094306309","https://openalex.org/W2098563062","https://openalex.org/W2099017769","https://openalex.org/W2100187942","https://openalex.org/W2100243519","https://openalex.org/W2101946706","https://openalex.org/W2102969258","https://openalex.org/W2104588038","https://openalex.org/W2107776973","https://openalex.org/W2112690945","https://openalex.org/W2114235274","https://openalex.org/W2114606054","https://openalex.org/W2119316919","https://openalex.org/W2123132326","https://openalex.org/W2124883740","https://openalex.org/W2125478826","https://openalex.org/W2139853183","https://openalex.org/W2140336071","https://openalex.org/W2144187919","https://openalex.org/W2146193831","https://openalex.org/W2154427214","https://openalex.org/W2163214087","https://openalex.org/W2164918989","https://openalex.org/W2164964224","https://openalex.org/W2165301976","https://openalex.org/W2171913109","https://openalex.org/W2172070753","https://openalex.org/W2180421593","https://openalex.org/W3017143921"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2156702135","https://openalex.org/W2385834602","https://openalex.org/W2384172008","https://openalex.org/W2381528779","https://openalex.org/W2378934161","https://openalex.org/W2068387237"],"abstract_inverted_index":{"Plastic":[0],"bearings":[1],"are":[2,87,111,144,156],"widely":[3],"used":[4,88],"in":[5],"medical":[6],"applications,":[7],"food":[8],"processing":[9],"industries,":[10],"and":[11,52,61,65,142,152],"semiconductor":[12],"industries.":[13],"However,":[14],"no":[15],"research":[16],"on":[17,134,146],"plastic":[18,37,75,135,170],"bearing":[19,38,76,96,129,136,148,171],"fault":[20,39,68,77,122,132,163,173],"diagnostics":[21,40],"using":[22,41,109,168],"vibration":[23,42,59,154],"sensors":[24,43],"has":[25],"been":[26],"reported.":[27],"In":[28,79,100],"this":[29],"paper,":[30],"a":[31,90,115,147],"two-step":[32,47],"data":[33],"mining-based":[34],"approach":[35,48,165],"for":[36,74],"is":[44,166],"presented.":[45],"The":[46,158],"utilizes":[49],"envelope":[50],"analysis":[51],"empirical":[53],"mode":[54],"decomposition":[55],"(EMD)":[56],"to":[57,94,113,124],"preprocess":[58],"signals":[60,155],"extract":[62],"frequency":[63,84],"domain":[64,67,85,106],"time":[66,105],"features":[69],"as":[70],"condition":[71],"indicators":[72],"(CIs)":[73],"diagnosis.":[78],"the":[80,83,101,104,161,169],"first":[81],"step,":[82,103],"CIs":[86,107],"by":[89],"statistical":[91],"classification":[92],"model":[93],"identify":[95,125],"outer":[97,137],"race":[98],"faults.":[99,130],"second":[102],"extracted":[108],"EMD":[110],"developed":[112],"build":[114],"<i":[116],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[117],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">k</i>":[118],"-nearest":[119],"neighbor":[120],"algorithm-based":[121],"classifier":[123],"other":[126],"types":[127],"of":[128,160],"Seeded":[131],"tests":[133],"race,":[138,140],"inner":[139],"balls,":[141],"cage":[143],"conducted":[145],"diagnostic":[149,164],"test":[150],"rig":[151],"real":[153],"collected.":[157],"effectiveness":[159],"presented":[162],"validated":[167],"seeded":[172],"testing":[174],"data.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":24},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":16},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":6}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
