{"id":"https://openalex.org/W1964939967","doi":"https://doi.org/10.4304/jnw.8.8.1913-1919","title":"Kernel Function and Parameters Optimization in KICA for Rolling Bearing Fault Diagnosis","display_name":"Kernel Function and Parameters Optimization in KICA for Rolling Bearing Fault Diagnosis","publication_year":2013,"publication_date":"2013-08-12","ids":{"openalex":"https://openalex.org/W1964939967","doi":"https://doi.org/10.4304/jnw.8.8.1913-1919","mag":"1964939967"},"language":"en","primary_location":{"id":"doi:10.4304/jnw.8.8.1913-1919","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.8.8.1913-1919","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","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/A5029442527","display_name":"Lingli Jiang","orcid":"https://orcid.org/0000-0003-3709-0567"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lingli Jiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052886607","display_name":"Bo Zeng","orcid":"https://orcid.org/0000-0002-3869-6555"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo Zeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001016165","display_name":"Francis R. Jordan","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Francis R. Jordan","raw_affiliation_strings":["University of Ottawa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ottawa","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069397415","display_name":"Anhua Chen","orcid":"https://orcid.org/0000-0001-5978-3706"},"institutions":[{"id":"https://openalex.org/I121296143","display_name":"Hunan University of Science and Technology","ror":"https://ror.org/02m9vrb24","country_code":"CN","type":"education","lineage":["https://openalex.org/I121296143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anhua Chen","raw_affiliation_strings":["Hunan University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Science and Technology","institution_ids":["https://openalex.org/I121296143"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6104,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82557737,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":"8","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9929999709129333,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.840173602104187},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6140701770782471},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.574022650718689},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5439380407333374},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5023462772369385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40312620997428894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3518480658531189},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33023956418037415},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08485457301139832},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06792351603507996}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.840173602104187},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6140701770782471},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.574022650718689},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5439380407333374},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5023462772369385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40312620997428894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3518480658531189},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33023956418037415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08485457301139832},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06792351603507996},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jnw.8.8.1913-1919","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.8.8.1913-1919","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1548802052","https://openalex.org/W1571599052","https://openalex.org/W1588424744","https://openalex.org/W1988914719","https://openalex.org/W2031704870","https://openalex.org/W2048407872","https://openalex.org/W2128448396","https://openalex.org/W2169183804","https://openalex.org/W2320886514","https://openalex.org/W2330095123","https://openalex.org/W2377095495","https://openalex.org/W2377858071","https://openalex.org/W4285719527","https://openalex.org/W6658625692"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W3196220745","https://openalex.org/W4311624988","https://openalex.org/W2061308401","https://openalex.org/W4232403546","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"Kernel":[0],"independent":[1,65],"component":[2],"analysis":[3],"(KICA)":[4],"is":[5,51,70,96],"a":[6,13,36],"blind":[7],"signal":[8],"separation":[9],"method":[10,50,112],"which":[11],"has":[12],"good":[14],"effect":[15],"for":[16,106],"the":[17,26,40,54,57,74,93,99,107,110,114],"treatment":[18],"of":[19,28,56,59,78,109],"non-linear":[20],"signal.":[21],"For":[22],"introducing":[23],"kernel":[24,29,33,44,64,83],"techniques,":[25],"choices":[27],"function":[30,45,84],"and":[31,46,63,85,92],"its":[32,47],"parameter":[34,69],"have":[35],"great":[37],"influence":[38],"on":[39,53],"analytic":[41],"results.":[42],"A":[43],"parameters":[48],"optimization":[49],"proposed":[52,71],"basis":[55],"similarity":[58,68],"source":[60],"fault":[61,116],"signals":[62],"component.":[66],"The":[67,87],"to":[72],"verify":[73],"merits":[75],"or":[76],"defects":[77],"KICA":[79,111],"by":[80,98],"using":[81],"different":[82],"parameters.":[86],"simulation":[88,94],"studies":[89],"are":[90],"processed,":[91],"conclusion":[95],"verified":[97],"actual":[100],"diagnostic":[101],"case.":[102],"These":[103],"provide":[104],"guidance":[105],"application":[108],"in":[113],"mechanical":[115],"diagnosis.":[117]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
