{"id":"https://openalex.org/W2008651111","doi":"https://doi.org/10.3390/s140610598","title":"Vibration Sensor-Based Bearing Fault Diagnosis Using Ellipsoid-ARTMAP and Differential Evolution Algorithms","display_name":"Vibration Sensor-Based Bearing Fault Diagnosis Using Ellipsoid-ARTMAP and Differential Evolution Algorithms","publication_year":2014,"publication_date":"2014-06-16","ids":{"openalex":"https://openalex.org/W2008651111","doi":"https://doi.org/10.3390/s140610598","mag":"2008651111","pmid":"https://pubmed.ncbi.nlm.nih.gov/24936949"},"language":"en","primary_location":{"id":"doi:10.3390/s140610598","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s140610598","pdf_url":"https://www.mdpi.com/1424-8220/14/6/10598/pdf?version=1403354026","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/1424-8220/14/6/10598/pdf?version=1403354026","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101567693","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0002-6967-5159"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210160994","display_name":"Ministry of Education","ror":"https://ror.org/05w8pph52","country_code":"KN","type":"government","lineage":["https://openalex.org/I4210160994"]}],"countries":["CN","KN"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I4210160994"]},{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389627","display_name":"Guofeng Wang","orcid":"https://orcid.org/0000-0002-6707-8561"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210160994","display_name":"Ministry of Education","ror":"https://ror.org/05w8pph52","country_code":"KN","type":"government","lineage":["https://openalex.org/I4210160994"]}],"countries":["CN","KN"],"is_corresponding":false,"raw_author_name":"Guofeng Wang","raw_affiliation_strings":["Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I4210160994"]},{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037678160","display_name":"Qinglu Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210160994","display_name":"Ministry of Education","ror":"https://ror.org/05w8pph52","country_code":"KN","type":"government","lineage":["https://openalex.org/I4210160994"]}],"countries":["CN","KN"],"is_corresponding":false,"raw_author_name":"Qinglu Xie","raw_affiliation_strings":["Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I4210160994"]},{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090803877","display_name":"Yanchao Zhang","orcid":"https://orcid.org/0000-0001-9096-8733"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]},{"id":"https://openalex.org/I4210160994","display_name":"Ministry of Education","ror":"https://ror.org/05w8pph52","country_code":"KN","type":"government","lineage":["https://openalex.org/I4210160994"]}],"countries":["CN","KN"],"is_corresponding":false,"raw_author_name":"Yanchao Zhang","raw_affiliation_strings":["Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education,  Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I4210160994"]},{"raw_affiliation_string":"Key Laboratory of Mechanism Theory and Equipment Design of Ministry of Education, Tianjin University, Tianjin 300072, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.9146,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87728958,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"14","issue":"6","first_page":"10598","last_page":"10618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9983999729156494,"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":0.9932000041007996,"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/algorithm","display_name":"Algorithm","score":0.5985864996910095},{"id":"https://openalex.org/keywords/ellipsoid","display_name":"Ellipsoid","score":0.5823873281478882},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5822409987449646},{"id":"https://openalex.org/keywords/rolling-element-bearing","display_name":"Rolling-element bearing","score":0.5711703300476074},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5194334983825684},{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.4911629855632782},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4416292607784271},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4267641305923462},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.42379891872406006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4144548773765564},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.41252461075782776},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.3849092125892639},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36565884947776794},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.19100531935691833},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.10435843467712402}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5985864996910095},{"id":"https://openalex.org/C57489055","wikidata":"https://www.wikidata.org/wiki/Q190046","display_name":"Ellipsoid","level":2,"score":0.5823873281478882},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5822409987449646},{"id":"https://openalex.org/C2780155820","wikidata":"https://www.wikidata.org/wiki/Q1335987","display_name":"Rolling-element bearing","level":3,"score":0.5711703300476074},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5194334983825684},{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.4911629855632782},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4416292607784271},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4267641305923462},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.42379891872406006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4144548773765564},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.41252461075782776},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.3849092125892639},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36565884947776794},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.19100531935691833},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.10435843467712402},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004868","descriptor_name":"Equipment Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004868","descriptor_name":"Equipment Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004868","descriptor_name":"Equipment Failure","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009716","descriptor_name":"Numerical Analysis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009716","descriptor_name":"Numerical Analysis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009716","descriptor_name":"Numerical Analysis, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014159","descriptor_name":"Transducers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014159","descriptor_name":"Transducers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014159","descriptor_name":"Transducers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014732","descriptor_name":"Vibration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":"Q000295","qualifier_name":"instrumentation","is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019544","descriptor_name":"Equipment Failure Analysis","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s140610598","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s140610598","pdf_url":"https://www.mdpi.com/1424-8220/14/6/10598/pdf?version=1403354026","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:24936949","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24936949","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:3a340368f10b4f70a6d4ab86cd563df8","is_oa":true,"landing_page_url":"https://doaj.org/article/3a340368f10b4f70a6d4ab86cd563df8","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 14, Iss 6, Pp 10598-10618 (2014)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/14/6/10598/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s140610598","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; Volume 14; Issue 6; Pages: 10598-10618","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:4118393","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4118393","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/s140610598","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s140610598","pdf_url":"https://www.mdpi.com/1424-8220/14/6/10598/pdf?version=1403354026","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":[{"id":"https://metadata.un.org/sdg/16","score":0.5699999928474426,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2403373025","display_name":null,"funder_award_id":"51175371","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"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2008651111.pdf","grobid_xml":"https://content.openalex.org/works/W2008651111.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W1583984142","https://openalex.org/W1595159159","https://openalex.org/W1950060225","https://openalex.org/W1964105633","https://openalex.org/W1966100433","https://openalex.org/W1972889687","https://openalex.org/W1974225813","https://openalex.org/W1974290341","https://openalex.org/W2001946563","https://openalex.org/W2002616799","https://openalex.org/W2006976551","https://openalex.org/W2015701355","https://openalex.org/W2016324154","https://openalex.org/W2022243308","https://openalex.org/W2026789128","https://openalex.org/W2039930961","https://openalex.org/W2042469522","https://openalex.org/W2045958904","https://openalex.org/W2057093207","https://openalex.org/W2057608512","https://openalex.org/W2066729921","https://openalex.org/W2071211330","https://openalex.org/W2072378835","https://openalex.org/W2075807321","https://openalex.org/W2081987572","https://openalex.org/W2082292927","https://openalex.org/W2085247645","https://openalex.org/W2088424609","https://openalex.org/W2090463271","https://openalex.org/W2094161644","https://openalex.org/W2099109339","https://openalex.org/W2099250634","https://openalex.org/W2107074288","https://openalex.org/W2108864666","https://openalex.org/W2112081648","https://openalex.org/W2130677181","https://openalex.org/W2138014578","https://openalex.org/W2140336071","https://openalex.org/W2156194072","https://openalex.org/W2161722909","https://openalex.org/W2169143828","https://openalex.org/W3185419614","https://openalex.org/W7026951683"],"related_works":["https://openalex.org/W1986006778","https://openalex.org/W2390718407","https://openalex.org/W2005485125","https://openalex.org/W2085363807","https://openalex.org/W2034124193","https://openalex.org/W2379017606","https://openalex.org/W2156319555","https://openalex.org/W2941765012","https://openalex.org/W2106521432","https://openalex.org/W2134476771"],"abstract_inverted_index":{"Effective":[0],"fault":[1,25,85,230],"classification":[2,142],"of":[3,15,90,97,118,164,172,179,182,196,210,232],"rolling":[4,183,234],"element":[5,184,235],"bearings":[6,185,236],"provides":[7],"an":[8,29,155],"important":[9],"basis":[10],"for":[11],"ensuring":[12],"safe":[13],"operation":[14,109],"rotating":[16],"machinery.":[17],"In":[18],"this":[19],"paper,":[20],"a":[21,34,56,75,104,200],"novel":[22],"vibration":[23,48,177],"sensor-based":[24],"diagnosis":[26],"method":[27],"using":[28,103],"Ellipsoid-ARTMAP":[30],"network":[31,130],"(EAM)":[32],"and":[33,107,122,137,144,207,238],"differential":[35],"evolution":[36],"(DE)":[37],"algorithm":[38,59,134],"is":[39,60,80,92,100,135,158,205,213],"proposed.":[40],"The":[41,87,221],"original":[42],"features":[43,67],"are":[44,147],"firstly":[45],"extracted":[46],"from":[47],"signals":[49,178],"based":[50],"on":[51],"wavelet":[52],"packet":[53],"decomposition.":[54],"Then,":[55],"minimum-redundancy":[57],"maximum-relevancy":[58],"introduced":[61,149],"to":[62,70,82,160,192],"select":[63],"the":[64,84,94,115,132,151,165,170,173,176,194,197,208,229,233],"most":[65],"prominent":[66],"so":[68],"as":[69,150],"decrease":[71],"feature":[72,211],"dimensions.":[73],"Finally,":[74],"DE-based":[76],"EAM":[77,91,129],"(DE-EAM)":[78],"classifier":[79,198,226],"constructed":[81],"realize":[83,161],"diagnosis.":[86],"major":[88],"characteristic":[89],"that":[93,224],"sample":[95],"distribution":[96],"each":[98,219],"category":[99],"realized":[101],"by":[102],"hyper-ellipsoid":[105],"node":[106],"smoothing":[108],"algorithm.":[110],"Therefore,":[111],"it":[112],"can":[113,227],"depict":[114],"decision":[116],"boundary":[117],"disperse":[119],"samples":[120,212],"accurately":[121],"effectively":[123],"avoid":[124],"over-fitting":[125],"phenomena.":[126],"To":[127,168],"optimize":[128],"parameters,":[131],"DE":[133],"presented":[136],"two":[138],"objectives,":[139],"including":[140],"both":[141],"accuracy":[143],"nodes":[145],"number,":[146],"simultaneously":[148],"fitness":[152],"functions.":[153],"Meanwhile,":[154],"exponential":[156],"criterion":[157],"proposed":[159,174],"final":[162],"selection":[163],"optimal":[166],"parameters.":[167],"prove":[169],"effectiveness":[171],"method,":[175],"four":[180],"types":[181],"under":[186],"different":[187],"loads":[188],"were":[189],"collected.":[190],"Moreover,":[191],"improve":[193],"robustness":[195],"evaluation,":[199],"two-fold":[201],"cross":[202],"validation":[203],"scheme":[204],"adopted":[206],"order":[209],"randomly":[214],"arranged":[215],"ten":[216],"times":[217],"within":[218],"fold.":[220],"results":[222],"show":[223],"DE-EAM":[225],"recognize":[228],"categories":[231],"reliably":[237],"accurately.":[239]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}