{"id":"https://openalex.org/W2121811280","doi":"https://doi.org/10.1109/robio.2007.4522501","title":"The fault diagnosis system with self-repair function for screw oil pump based on support vector machine","display_name":"The fault diagnosis system with self-repair function for screw oil pump based on support vector machine","publication_year":2007,"publication_date":"2007-12-01","ids":{"openalex":"https://openalex.org/W2121811280","doi":"https://doi.org/10.1109/robio.2007.4522501","mag":"2121811280"},"language":"en","primary_location":{"id":"doi:10.1109/robio.2007.4522501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio.2007.4522501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Robotics and Biomimetics (ROBIO)","raw_type":"proceedings-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/A5022051789","display_name":"Jingwen Tian","orcid":"https://orcid.org/0000-0001-9577-5893"},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]},{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingwen Tian","raw_affiliation_strings":["Department of Automatic Control, Beijing Union University, Beijing, China","School of Information Science, Beijing University of Chemical and Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control, Beijing Union University, Beijing, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"School of Information Science, Beijing University of Chemical and Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066859620","display_name":"Meijuan Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]},{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meijuan Gao","raw_affiliation_strings":["Department of Automatic Control, Beijing Union University, Beijing, China","School of Information Science, Beijing University of Chemical and Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control, Beijing Union University, Beijing, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"School of Information Science, Beijing University of Chemical and Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101508419","display_name":"Yanxia Liu","orcid":"https://orcid.org/0000-0002-2813-783X"},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxia Liu","raw_affiliation_strings":["Department of Automatic Control, Beijing Union University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automatic Control, Beijing Union University, Beijing, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100396883","display_name":"Hao Zhou","orcid":"https://orcid.org/0000-0002-2901-3804"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhou","raw_affiliation_strings":["School of Information Science, Beijing University of Chemical and Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science, Beijing University of Chemical and Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103199078","display_name":"Kai Li","orcid":"https://orcid.org/0009-0002-6655-5693"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Li","raw_affiliation_strings":["School of Information Science, Beijing University of Chemical and Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science, Beijing University of Chemical and Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.10039481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"11","issue":null,"first_page":"2144","last_page":"2148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9965000152587891,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9965000152587891,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9901000261306763,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9890999794006348,"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/support-vector-machine","display_name":"Support vector machine","score":0.8346325159072876},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.7473005652427673},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.7100058197975159},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6055780649185181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5322375893592834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5111997723579407},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49229490756988525},{"id":"https://openalex.org/keywords/oil-pump","display_name":"Oil pump","score":0.48698362708091736},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4771922826766968},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4758469760417938},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45814818143844604},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37774643301963806},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3459739685058594},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2842809855937958},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14243808388710022},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.0835781991481781}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8346325159072876},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.7473005652427673},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.7100058197975159},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6055780649185181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5322375893592834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5111997723579407},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49229490756988525},{"id":"https://openalex.org/C2776981007","wikidata":"https://www.wikidata.org/wiki/Q297283","display_name":"Oil pump","level":2,"score":0.48698362708091736},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4771922826766968},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4758469760417938},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45814818143844604},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37774643301963806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3459739685058594},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2842809855937958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14243808388710022},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0835781991481781},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/robio.2007.4522501","is_oa":false,"landing_page_url":"https://doi.org/10.1109/robio.2007.4522501","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Robotics and Biomimetics (ROBIO)","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":5,"referenced_works":["https://openalex.org/W1983263636","https://openalex.org/W2089939876","https://openalex.org/W2148603752","https://openalex.org/W2157239837","https://openalex.org/W6683380652"],"related_works":["https://openalex.org/W3162204513","https://openalex.org/W2090763504","https://openalex.org/W2371138613","https://openalex.org/W2048963458","https://openalex.org/W43109613","https://openalex.org/W2359952343","https://openalex.org/W148178222","https://openalex.org/W2239445980","https://openalex.org/W2113981829","https://openalex.org/W2365645005"],"abstract_inverted_index":{"Considering":[0],"the":[1,4,7,30,42,50,58,83,94,104,110,118],"issues":[2],"that":[3,126],"relationship":[5],"between":[6],"fault":[8,15,67,111,119],"of":[9,44,52,60,96,102,112],"screw":[10,74,113],"oil":[11,75,114],"pump":[12,76,115],"existent":[13],"and":[14,20,23,49,55,99,131],"information":[16],"is":[17,25,80,129],"a":[18,66],"complicated":[19],"nonlinear":[21,46],"system,":[22],"it":[24],"very":[26],"difficult":[27],"to":[28,33,89],"found":[29],"process":[31],"model":[32],"describe":[34],"it.":[35],"The":[36,121],"support":[37],"vector":[38],"machine":[39],"(SVM)":[40],"has":[41,57],"ability":[43,51,95],"strong":[45,53,97],"function":[47,72],"approach":[48],"generalization":[54,101],"also":[56],"feature":[59],"global":[61],"optimization.":[62],"In":[63],"this":[64,127],"paper,":[65],"diagnosis":[68,105,123],"system":[69,106,128],"with":[70],"self-repair":[71],"for":[73],"based":[77],"on":[78],"SVM":[79,91],"presented.":[81],"Moreover,":[82],"genetic":[84],"algorithm":[85],"(GA)":[86],"was":[87],"used":[88],"optimize":[90],"parameters.":[92],"With":[93],"self-learning":[98],"well":[100],"SVM,":[103],"can":[107],"truly":[108],"diagnose":[109],"by":[116],"learning":[117],"information.":[120],"real":[122],"results":[124],"show":[125],"feasible":[130],"effective.":[132]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}