{"id":"https://openalex.org/W1996255890","doi":"https://doi.org/10.1109/coase.2012.6386504","title":"A novelty degradation assessment method for equipment based on multi-kernel SVDD","display_name":"A novelty degradation assessment method for equipment based on multi-kernel SVDD","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W1996255890","doi":"https://doi.org/10.1109/coase.2012.6386504","mag":"1996255890"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2012.6386504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2012.6386504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100732893","display_name":"Yongsheng Zhu","orcid":"https://orcid.org/0000-0002-9256-2427"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongsheng Zhu","raw_affiliation_strings":["Key laboratory of education ministry for modern design and Rotor-bearing system, Xi'an Jiaotong University, China","Key Laboratory of Education Ministry for Modern Design & Rotor-Bearing System, Xi\u2019an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key laboratory of education ministry for modern design and Rotor-bearing system, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Key Laboratory of Education Ministry for Modern Design & Rotor-Bearing System, Xi\u2019an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100549189","display_name":"Yinghua Song","orcid":null},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinghua Song","raw_affiliation_strings":["Mechanical Engineering Department, Xi'an Jiaotong University, Xi'an, China","Mechanical Engineering Department, Xi'an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Mechanical Engineering Department, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046338161","display_name":"Xiaoran Zhu","orcid":"https://orcid.org/0000-0001-5010-5386"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoran Zhu","raw_affiliation_strings":["Mechanical Engineering Department, Xi'an Jiaotong University, Xi'an, China","Mechanical Engineering Department, Xi'an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Mechanical Engineering Department, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044966148","display_name":"Youyun Zhang","orcid":"https://orcid.org/0000-0002-5449-7759"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youyun Zhang","raw_affiliation_strings":["Mechanical Engineering Department, Xi'an Jiaotong University, Xi'an, China","Mechanical Engineering Department, Xi'an Jiaotong University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering Department, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Mechanical Engineering Department, Xi'an Jiaotong University, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"753","last_page":"756"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9768000245094299,"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":0.9768000245094299,"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/T14368","display_name":"Evaluation and Optimization Models","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T13955","display_name":"Evaluation Methods in Various Fields","score":0.9696999788284302,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.8003226518630981},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6080866456031799},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation (telecommunications)","score":0.5889888405799866},{"id":"https://openalex.org/keywords/novelty","display_name":"Novelty","score":0.5724597573280334},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5718641877174377},{"id":"https://openalex.org/keywords/novelty-detection","display_name":"Novelty detection","score":0.5669970512390137},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5345762372016907},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45700040459632874},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4405990242958069},{"id":"https://openalex.org/keywords/multiple-kernel-learning","display_name":"Multiple kernel learning","score":0.43665677309036255},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.4354060888290405},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.43196582794189453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4214799702167511},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33718395233154297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.33155012130737305}],"concepts":[{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.8003226518630981},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6080866456031799},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.5889888405799866},{"id":"https://openalex.org/C2778738651","wikidata":"https://www.wikidata.org/wiki/Q16546687","display_name":"Novelty","level":2,"score":0.5724597573280334},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5718641877174377},{"id":"https://openalex.org/C2778924833","wikidata":"https://www.wikidata.org/wiki/Q7064603","display_name":"Novelty detection","level":3,"score":0.5669970512390137},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5345762372016907},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45700040459632874},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4405990242958069},{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.43665677309036255},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.4354060888290405},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.43196582794189453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4214799702167511},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33718395233154297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33155012130737305},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coase.2012.6386504","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2012.6386504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2003175664","https://openalex.org/W2012109592","https://openalex.org/W2032890207","https://openalex.org/W2050025334","https://openalex.org/W2064422318","https://openalex.org/W2066995518","https://openalex.org/W2078686603","https://openalex.org/W2100294832","https://openalex.org/W2108807072","https://openalex.org/W2158086655","https://openalex.org/W2374499097","https://openalex.org/W2375299688","https://openalex.org/W2390424349","https://openalex.org/W2993343128","https://openalex.org/W6676485797","https://openalex.org/W6771509901"],"related_works":["https://openalex.org/W2064636555","https://openalex.org/W2585503716","https://openalex.org/W1939982668","https://openalex.org/W2105014086","https://openalex.org/W2076090200","https://openalex.org/W3025682415","https://openalex.org/W2081173909","https://openalex.org/W4382317424","https://openalex.org/W4389009659","https://openalex.org/W1532481220"],"abstract_inverted_index":{"Support":[0],"vector":[1],"data":[2],"description":[3],"(SVDD)":[4],"has":[5],"been":[6,42],"applied":[7],"to":[8,33,44],"performance":[9,81],"degradation":[10,82],"assessment":[11,57,83],"for":[12,79],"years.":[13],"But":[14],"single":[15,37],"kernel":[16],"may":[17,62],"not":[18],"describe":[19],"the":[20,52,56,64,101,106],"varying":[21],"distribution":[22,66],"very":[23],"well.":[24],"Multi-kernel":[25],"learning":[26],"(MKL)":[27],"method":[28,78],"was":[29],"developed":[30],"and":[31,88],"proved":[32],"perform":[34],"better":[35],"than":[36],"kernel.":[38],"Previous":[39],"studies":[40],"have":[41,63],"conducted":[43],"build":[45],"up":[46],"a":[47,75,90],"fixed":[48],"model,":[49],"which":[50],"takes":[51],"sample":[53],"distance":[54],"as":[55],"index.":[58],"However,":[59],"different":[60],"condition":[61],"same":[65],"in":[67],"feature":[68],"space.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"proposed":[74],"new":[76,91,102],"robust":[77],"bearing":[80],"based":[84],"on":[85],"multi-kernel":[86],"SVDD,":[87],"designed":[89],"index":[92,103],"with":[93],"hyper-sphere":[94],"radius.":[95],"The":[96],"experiment":[97],"results":[98],"show":[99],"that":[100],"can":[104],"reflect":[105],"degradation's":[107],"development":[108],"exactly.":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}