{"id":"https://openalex.org/W2765893151","doi":"https://doi.org/10.1007/978-3-319-70096-0_11","title":"An End-to-End Approach for Bearing Fault Diagnosis Based on a Deep Convolution Neural Network","display_name":"An End-to-End Approach for Bearing Fault Diagnosis Based on a Deep Convolution Neural Network","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2765893151","doi":"https://doi.org/10.1007/978-3-319-70096-0_11","mag":"2765893151"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-70096-0_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70096-0_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5100334619","display_name":"Liang Chen","orcid":"https://orcid.org/0000-0002-6598-1036"},"institutions":[{"id":"https://openalex.org/I4210109250","display_name":"Suzhou Nonferrous Metals Research Institute","ror":"https://ror.org/01qr4nw81","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210109250"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Chen","raw_affiliation_strings":["Post-Doctoral Research Center, Suzhou Asia-Pacific Metals Co. LTD, Suzhou, China","School of Mechanical and Electric Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Post-Doctoral Research Center, Suzhou Asia-Pacific Metals Co. LTD, Suzhou, China","institution_ids":["https://openalex.org/I4210109250"]},{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018020428","display_name":"Yuxuan Zhuang","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxuan Zhuang","raw_affiliation_strings":["School of Mechanical and Electric Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100780072","display_name":"Jinghua Zhang","orcid":"https://orcid.org/0000-0002-9390-5970"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghua Zhang","raw_affiliation_strings":["School of Mechanical and Electric Engineering, Soochow University, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electric Engineering, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100707509","display_name":"Jianming Wang","orcid":"https://orcid.org/0000-0003-0485-1702"},"institutions":[{"id":"https://openalex.org/I4210109250","display_name":"Suzhou Nonferrous Metals Research Institute","ror":"https://ror.org/01qr4nw81","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210109250"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianming Wang","raw_affiliation_strings":["Post-Doctoral Research Center, Suzhou Asia-Pacific Metals Co. LTD, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Post-Doctoral Research Center, Suzhou Asia-Pacific Metals Co. LTD, Suzhou, China","institution_ids":["https://openalex.org/I4210109250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100334619"],"corresponding_institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210109250"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.268,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.88644068,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9973000288009644,"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":0.9843000173568726,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8119587898254395},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.7110328674316406},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6991912126541138},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6288003921508789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6216804385185242},{"id":"https://openalex.org/keywords/end-to-end-principle","display_name":"End-to-end principle","score":0.604768693447113},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5987088680267334},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5866777896881104},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5765354633331299},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.5218861699104309},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4619498550891876},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4614168107509613},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.45977911353111267},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4372379183769226},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4254686236381531},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.41722372174263},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34639811515808105}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119587898254395},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7110328674316406},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6991912126541138},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6288003921508789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6216804385185242},{"id":"https://openalex.org/C74296488","wikidata":"https://www.wikidata.org/wiki/Q2527392","display_name":"End-to-end principle","level":2,"score":0.604768693447113},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5987088680267334},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5866777896881104},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5765354633331299},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.5218861699104309},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4619498550891876},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4614168107509613},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.45977911353111267},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4372379183769226},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4254686236381531},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.41722372174263},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34639811515808105},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-70096-0_11","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70096-0_11","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1990866134","https://openalex.org/W2013719875","https://openalex.org/W2019175010","https://openalex.org/W2070669992","https://openalex.org/W2077720643","https://openalex.org/W2104990018","https://openalex.org/W2126584714","https://openalex.org/W2135663228","https://openalex.org/W2145271296","https://openalex.org/W2184192902","https://openalex.org/W2195459533","https://openalex.org/W2219903032","https://openalex.org/W2327106028","https://openalex.org/W2328513263","https://openalex.org/W2485614840","https://openalex.org/W2525778437","https://openalex.org/W2919115771"],"related_works":["https://openalex.org/W3179968364","https://openalex.org/W2906214541","https://openalex.org/W4367367217","https://openalex.org/W2133034788","https://openalex.org/W2897826427","https://openalex.org/W2151749779","https://openalex.org/W1999612375","https://openalex.org/W2792607040","https://openalex.org/W2938107654","https://openalex.org/W3008587939"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
