{"id":"https://openalex.org/W2900204589","doi":"https://doi.org/10.1109/access.2018.2876759","title":"Intelligent Fault Diagnosis of Rotating Machinery Using ICD and Generalized Composite Multi-Scale Fuzzy Entropy","display_name":"Intelligent Fault Diagnosis of Rotating Machinery Using ICD and Generalized Composite Multi-Scale Fuzzy Entropy","publication_year":2018,"publication_date":"2018-11-09","ids":{"openalex":"https://openalex.org/W2900204589","doi":"https://doi.org/10.1109/access.2018.2876759","mag":"2900204589"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2876759","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2876759","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08528839.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08528839.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004681822","display_name":"Wei Yu","orcid":"https://orcid.org/0000-0002-7453-422X"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yu Wei","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379931","display_name":"Yuqing Li","orcid":"https://orcid.org/0000-0002-0275-4004"},"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":"Yuqing Li","raw_affiliation_strings":["Department of Astronautical Science and Mechanics, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Astronautical Science and Mechanics, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100413867","display_name":"Minqiang Xu","orcid":"https://orcid.org/0000-0003-3625-1736"},"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":"Minqiang Xu","raw_affiliation_strings":["Department of Astronautical Science and Mechanics, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0003-3625-1736","affiliations":[{"raw_affiliation_string":"Department of Astronautical Science and Mechanics, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100803036","display_name":"Wenhu Huang","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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhu Huang","raw_affiliation_strings":["Department of Astronautical Science and Mechanics, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Astronautical Science and Mechanics, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1913,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88507951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"38983","last_page":"38995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9980999827384949,"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":0.9980999827384949,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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":0.9936000108718872,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5355121493339539},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5279842019081116},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5245383381843567},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5113081932067871},{"id":"https://openalex.org/keywords/composite-number","display_name":"Composite number","score":0.4836219847202301},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3579155206680298},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3443034887313843},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22481438517570496},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.12280923128128052},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11893203854560852}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5355121493339539},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5279842019081116},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5245383381843567},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5113081932067871},{"id":"https://openalex.org/C104779481","wikidata":"https://www.wikidata.org/wiki/Q50707","display_name":"Composite number","level":2,"score":0.4836219847202301},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3579155206680298},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3443034887313843},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22481438517570496},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.12280923128128052},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11893203854560852},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2876759","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2876759","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08528839.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6daf8963cb544ca4b498a7ba7ace02d5","is_oa":false,"landing_page_url":"https://doaj.org/article/6daf8963cb544ca4b498a7ba7ace02d5","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 38983-38995 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2876759","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2876759","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08528839.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7671456736","display_name":null,"funder_award_id":"51805434","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G962787450","display_name":null,"funder_award_id":"61203151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320310281","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321940","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2900204589.pdf","grobid_xml":"https://content.openalex.org/works/W2900204589.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W1184075528","https://openalex.org/W1862394037","https://openalex.org/W1985437849","https://openalex.org/W2006803905","https://openalex.org/W2007221293","https://openalex.org/W2016324154","https://openalex.org/W2022243308","https://openalex.org/W2022706486","https://openalex.org/W2028119131","https://openalex.org/W2031147858","https://openalex.org/W2041287404","https://openalex.org/W2065398998","https://openalex.org/W2077204677","https://openalex.org/W2078731979","https://openalex.org/W2093266575","https://openalex.org/W2096125904","https://openalex.org/W2101946706","https://openalex.org/W2112797878","https://openalex.org/W2115235491","https://openalex.org/W2140554090","https://openalex.org/W2189002369","https://openalex.org/W2522013511","https://openalex.org/W2525070665","https://openalex.org/W2530662737","https://openalex.org/W2568819930","https://openalex.org/W2582662555","https://openalex.org/W2593225163","https://openalex.org/W2607952714","https://openalex.org/W2620691296","https://openalex.org/W2667741456","https://openalex.org/W2692693673","https://openalex.org/W2737897717","https://openalex.org/W2748547476","https://openalex.org/W2748752331","https://openalex.org/W2794326765","https://openalex.org/W2808900966","https://openalex.org/W2884819845","https://openalex.org/W2890062874","https://openalex.org/W2894222237","https://openalex.org/W2900338824"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W2172143357","https://openalex.org/W2011956154","https://openalex.org/W2738546080","https://openalex.org/W2168432592","https://openalex.org/W3025951779","https://openalex.org/W193785741","https://openalex.org/W2073993785","https://openalex.org/W2104686500","https://openalex.org/W2350541674"],"abstract_inverted_index":{"A":[0],"new":[1],"intelligent":[2],"fault":[3,95,126],"diagnosis":[4],"algorithm":[5],"of":[6,49,60,70,77,121],"rotating":[7],"machinery":[8],"based":[9],"on":[10],"intrinsic":[11],"characteristic-scale":[12],"decomposition":[13],"(ICD),":[14],"generalized":[15],"composite":[16],"multi-scale":[17],"fuzzy":[18],"entropy":[19],"(GCMFE),":[20],"Laplacian":[21],"score":[22],"(LS),":[23],"and":[24,74,115,136],"particle":[25],"swarm":[26],"optimization-based":[27],"support":[28],"vector":[29],"machine":[30],"(PSO-SVM)":[31],"is":[32,39,54,79,89],"proposed":[33,55,123],"in":[34,125],"this":[35],"paper.":[36],"First,":[37],"ICD":[38],"applied":[40],"to":[41,56,91,108],"decompose":[42],"a":[43,47,82],"vibration":[44,63],"signal":[45],"into":[46,105],"sum":[48],"product":[50],"components.":[51],"Second,":[52],"GCMFE":[53,65,78],"evaluate":[57],"the":[58,61,68,71,75,86,93,98,100,106,119,122],"complexity":[59],"decomposed":[62],"signals.":[64],"can":[66],"overcome":[67],"drawbacks":[69],"MFE":[72],"method,":[73],"superiority":[76,120],"validated":[80],"using":[81],"simulated":[83,114],"signal.":[84],"Third,":[85],"LS":[87],"method":[88,124],"utilized":[90],"select":[92],"extracted":[94],"features.":[96],"In":[97],"end,":[99],"selected":[101],"features":[102],"are":[103],"input":[104],"PSO-SVM":[107],"classify":[109],"different":[110],"health":[111],"conditions.":[112],"The":[113],"experimental":[116],"results":[117],"validate":[118],"feature":[127],"extraction":[128],"compared":[129],"with":[130],"three":[131],"other":[132],"methods:":[133],"ICD-MFE,":[134],"ICD-CMFE,":[135],"GCMFE.":[137]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}