{"id":"https://openalex.org/W2950392350","doi":"https://doi.org/10.3233/jcm-193473","title":"A dynamic reliability analysis method based on support vector machine and Monte Carlo simulation","display_name":"A dynamic reliability analysis method based on support vector machine and Monte Carlo simulation","publication_year":2019,"publication_date":"2019-06-21","ids":{"openalex":"https://openalex.org/W2950392350","doi":"https://doi.org/10.3233/jcm-193473","mag":"2950392350"},"language":"en","primary_location":{"id":"doi:10.3233/jcm-193473","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-193473","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5113871533","display_name":"X. Pan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiuqiang Pan","raw_affiliation_strings":["College of Information and Communications, Zhejiang Industry and Trade Vocational College, Wenzhou, Zhejiang 325000, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Communications, Zhejiang Industry and Trade Vocational College, Wenzhou, Zhejiang 325000, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071442814","display_name":"Yangu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144709","display_name":"Wenzhou Polytechnic","ror":"https://ror.org/05h1ry383","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144709"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yangu Zhang","raw_affiliation_strings":["Ruian Department, Wenzhou Vocational and Technical College, Wenzhou, Zhejiang 325000, China"],"affiliations":[{"raw_affiliation_string":"Ruian Department, Wenzhou Vocational and Technical College, Wenzhou, Zhejiang 325000, China","institution_ids":["https://openalex.org/I4210144709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101985050","display_name":"Yi Wan","orcid":"https://orcid.org/0000-0001-6777-6047"},"institutions":[{"id":"https://openalex.org/I146620803","display_name":"Wenzhou University","ror":"https://ror.org/020hxh324","country_code":"CN","type":"education","lineage":["https://openalex.org/I146620803"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wan","raw_affiliation_strings":["College of Electrical and Electronic Information Engineering, Wenzhou University, Wenzhou, Zhejiang 325035, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Electronic Information Engineering, Wenzhou University, Wenzhou, Zhejiang 325035, China","institution_ids":["https://openalex.org/I146620803"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071442814"],"corresponding_institution_ids":["https://openalex.org/I4210144709"],"apc_list":null,"apc_paid":null,"fwci":0.1685,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46624191,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"20","issue":"1","first_page":"149","last_page":"155"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":0.9898999929428101,"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":0.9898999929428101,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9513000249862671,"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/catenary","display_name":"Catenary","score":0.7761059999465942},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7758725881576538},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6888006925582886},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6838117837905884},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.5463616251945496},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4434683918952942},{"id":"https://openalex.org/keywords/dynamic-simulation","display_name":"Dynamic simulation","score":0.44153496623039246},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4253653585910797},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3476264476776123},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.23970076441764832},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16311529278755188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15810170769691467},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1428176462650299},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.12756609916687012}],"concepts":[{"id":"https://openalex.org/C29279314","wikidata":"https://www.wikidata.org/wiki/Q214561","display_name":"Catenary","level":2,"score":0.7761059999465942},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7758725881576538},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6888006925582886},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6838117837905884},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.5463616251945496},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4434683918952942},{"id":"https://openalex.org/C149808339","wikidata":"https://www.wikidata.org/wiki/Q5319019","display_name":"Dynamic simulation","level":2,"score":0.44153496623039246},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4253653585910797},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3476264476776123},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.23970076441764832},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16311529278755188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15810170769691467},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1428176462650299},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.12756609916687012},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jcm-193473","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jcm-193473","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1623394322","https://openalex.org/W1650714435","https://openalex.org/W1847620955","https://openalex.org/W1925877775","https://openalex.org/W2007766781","https://openalex.org/W2019433563","https://openalex.org/W2210525594","https://openalex.org/W2254638824","https://openalex.org/W2312950224","https://openalex.org/W2428285201","https://openalex.org/W2538007271"],"related_works":["https://openalex.org/W2527106474","https://openalex.org/W2387267510","https://openalex.org/W4213239480","https://openalex.org/W2355659466","https://openalex.org/W4385468390","https://openalex.org/W2367488591","https://openalex.org/W2057160698","https://openalex.org/W2340965572","https://openalex.org/W2380838904","https://openalex.org/W823443230"],"abstract_inverted_index":{"An":[0],"dynamic":[1,32,85],"reliability":[2,33,86,101,117,129],"analysis":[3,102,118],"method":[4,96],"based":[5,71],"on":[6,72],"support":[7,57,73],"vector":[8,58,74],"machine":[9,59],"and":[10,42,65,78,88,92,126],"finite":[11,76],"element":[12,77],"combined":[13],"with":[14],"Monte":[15,79],"Carlo":[16,80],"is":[17,27,81,97,124,130],"presented":[18],"for":[19,48,90,119],"the":[20,36,39,43,49,56,68,100,107,111,120,127,133],"parts":[21,50,105],"in":[22,52,106],"complex":[23,91],"external":[24],"conditions,":[25],"it":[26],"difficult":[28],"to":[29,84,99],"built":[30],"a":[31,61],"model":[34,115],"including":[35],"models":[37],"of":[38,103,116],"stress":[40],"distribution":[41],"joint":[44],"probabili":[45],"ty":[46],"density":[47],"operating":[51],"an":[53],"uncertain":[54],"environment,":[55],"has":[60],"good":[62],"generalization":[63],"ability":[64],"prediction":[66],"ability,":[67],"integration":[69,112],"algorithm":[70,113],"machine,":[75],"excellently":[82],"used":[83],"simulation":[87],"calculation":[89],"certain":[93],"system.":[94],"The":[95],"applied":[98],"catenary":[104,121],"high-speed":[108],"electrified":[109],"railway,":[110],"mathematic":[114],"suspension":[122],"system":[123,128],"built,":[125],"analyzed":[131],"by":[132],"model.":[134]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-22T06:01:30.510260","created_date":"2025-10-10T00:00:00"}