{"id":"https://openalex.org/W2155294440","doi":"https://doi.org/10.1109/robot.2004.1307399","title":"Intelligent diagnosis in electromechanical operation systems","display_name":"Intelligent diagnosis in electromechanical operation systems","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W2155294440","doi":"https://doi.org/10.1109/robot.2004.1307399","mag":"2155294440"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/robot.2004.1307399","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5111405321","display_name":"Shui Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"funder","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"None Shui Yuan","raw_affiliation_strings":["NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA"],"affiliations":[{"raw_affiliation_string":"NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101456745","display_name":"Ming Ge","orcid":"https://orcid.org/0000-0002-2768-1374"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"funder","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"None Ming Ge","raw_affiliation_strings":["NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA"],"affiliations":[{"raw_affiliation_string":"NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109448658","display_name":"Hai Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"funder","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"None Hai Qiu","raw_affiliation_strings":["NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA"],"affiliations":[{"raw_affiliation_string":"NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100686648","display_name":"Jay Lee","orcid":"https://orcid.org/0000-0002-4022-4274"},"institutions":[{"id":"https://openalex.org/I43579087","display_name":"University of Wisconsin\u2013Milwaukee","ror":"https://ror.org/031q21x57","country_code":"US","type":"funder","lineage":["https://openalex.org/I43579087"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Lee","raw_affiliation_strings":["NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA"],"affiliations":[{"raw_affiliation_string":"NSF Center for Intelligent Maintenance Systems, University of Wisconsin, Milwaukee, Milwaukee, WI, USA","institution_ids":["https://openalex.org/I43579087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112309496","display_name":"Yangsheng Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"funder","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"None Yangsheng Xu","raw_affiliation_strings":["Department of Automation and Computer-Aided Engineering, Chinese University of Hong Kong, Sha Tin, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation and Computer-Aided Engineering, Chinese University of Hong Kong, Sha Tin, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.814,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":16,"citation_normalized_percentile":{"value":0.871768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":84,"max":85},"biblio":{"volume":null,"issue":null,"first_page":"2267","last_page":"2272 Vol.3"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.9986,"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/T14011","display_name":"Elevator Systems and Control","score":0.9986,"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/T13955","display_name":"Evaluation Methods in Various Fields","score":0.986,"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"}},{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9771,"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/elevator","display_name":"Elevator","score":0.7257065},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.60082847}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.74794275},{"id":"https://openalex.org/C147021018","wikidata":"https://www.wikidata.org/wiki/Q252451","display_name":"Elevator","level":2,"score":0.7257065},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6850477},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.60082847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5718039},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.45356035},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.4141272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39660048},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31705362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09077343},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/robot.2004.1307399","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":10,"referenced_works":["https://openalex.org/W1563088657","https://openalex.org/W2073047084","https://openalex.org/W2094777608","https://openalex.org/W2119821739","https://openalex.org/W2161920802","https://openalex.org/W219458103","https://openalex.org/W3119651796","https://openalex.org/W3200708940","https://openalex.org/W4239510810","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4327521044","https://openalex.org/W4308506277","https://openalex.org/W4241837227","https://openalex.org/W3159687493","https://openalex.org/W3114949286","https://openalex.org/W2905031437","https://openalex.org/W2359467910","https://openalex.org/W1992739161","https://openalex.org/W1895091921","https://openalex.org/W1507618586"],"abstract_inverted_index":{"The":[0,127],"real-time":[1,128],"fault":[2,26,39,63],"detection":[3],"and":[4,60,76,141,152],"diagnosis":[5,27,40,64,86],"are":[6,79,96,114],"critical":[7],"for":[8,81,108,116],"healthy":[9],"operation":[10],"of":[11,14,22,55,103,120],"electromechanical":[12,123],"systems,":[13],"which":[15],"the":[16,20,32,52,82,90,112,136,145],"complex":[17],"characteristics":[18],"affect":[19],"performance":[21],"current":[23],"shop":[24],"floor":[25],"methods.":[28],"Aiming":[29],"to":[30],"overcome":[31],"drawbacks,":[33],"this":[34],"paper":[35],"presents":[36],"a":[37,43,100,121,158],"new":[38,61],"method":[41,138,146],"using":[42],"newly":[44],"developed":[45],"method,":[46],"support":[47],"vector":[48],"machines":[49],"(SVM).":[50],"First,":[51],"basic":[53],"theory":[54],"SVM":[56,71],"is":[57,66,139],"briefly":[58],"introduced":[59],"intelligent":[62],"system":[65],"presented.":[67],"Next,":[68],"three":[69,94],"common":[70],"algorithms":[72],"-":[73,78],"v-SV,":[74],"Lagrangian,":[75],"hyper-kernel":[77],"employed":[80],"proposed":[83,137],"multiple":[84],"faults":[85],"system.":[87],"In":[88,143],"comparison,":[89],"trade-offs":[91],"among":[92],"these":[93],"methods":[95,113],"discussed":[97],"resulting":[98],"in":[99,161],"general":[101],"guideline":[102],"selecting":[104],"appropriate":[105],"learning":[106],"algorithm":[107],"various":[109],"applications.":[110,163],"Then,":[111],"applied":[115],"diagnosing":[117],"vibration":[118],"signals":[119],"typical":[122],"system,":[124],"elevator":[125],"door.":[126],"tests":[129],"on":[130],"10":[131],"faulty":[132],"conditions":[133],"demonstrate":[134],"that":[135],"effective":[140],"efficient.":[142],"addition,":[144],"requires":[147],"only":[148],"few":[149],"training":[150],"samples":[151],"permits":[153],"fast":[154],"calculation,":[155],"giving":[156],"it":[157],"big":[159],"potential":[160],"real-world":[162]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2155294440","counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-04-17T23:20:15.514987","created_date":"2016-06-24"}