{"id":"https://openalex.org/W2344273667","doi":"https://doi.org/10.1109/tsmc.2015.2504047","title":"A New BRB-ER-Based Model for Assessing the Lives of Products Using Both Failure Data and Expert Knowledge","display_name":"A New BRB-ER-Based Model for Assessing the Lives of Products Using Both Failure Data and Expert Knowledge","publication_year":2015,"publication_date":"2015-12-18","ids":{"openalex":"https://openalex.org/W2344273667","doi":"https://doi.org/10.1109/tsmc.2015.2504047","mag":"2344273667"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2015.2504047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2015.2504047","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","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":null,"display_name":"Zhi-Jie Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]},{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I867280407"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhi-Jie Zhou","raw_affiliation_strings":["Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA","High-Tech Institute of Xi\u2019an, Xi\u2019an, China","High-Tech Institute of Xi'an, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"High-Tech Institute of Xi'an, Xi'an, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027785791","display_name":"Leilei Chang","orcid":"https://orcid.org/0000-0002-0126-0635"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei-Lei Chang","raw_affiliation_strings":["High-Tech Institute of Xi\u2019an, Xi\u2019an, China","High-Tech Institute of Xi'an, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"High-Tech Institute of Xi'an, Xi'an, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057912398","display_name":"Changhua Hu","orcid":"https://orcid.org/0000-0002-1545-9100"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang-Hua Hu","raw_affiliation_strings":["High-Tech Institute of Xi\u2019an, Xi\u2019an, China","High-Tech Institute of Xi'an, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"High-Tech Institute of Xi'an, Xi'an, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102303526","display_name":"Xiaoxia Han","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao-Xia Han","raw_affiliation_strings":["High-Tech Institute of Xi\u2019an, Xi\u2019an, China","High-Tech Institute of Xi'an, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"High-Tech Institute of Xi'an, Xi'an, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100785328","display_name":"Zhiguo Zhou","orcid":"https://orcid.org/0000-0003-4031-3178"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]},{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I867280407"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Zhi-Guo Zhou","raw_affiliation_strings":["Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA","High-Tech Institute of Xi\u2019an, Xi\u2019an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210130660"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.1736,"has_fulltext":false,"cited_by_count":92,"citation_normalized_percentile":{"value":0.9884336,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"46","issue":"11","first_page":"1529","last_page":"1543"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T11357","display_name":"Risk and Safety Analysis","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7425973415374756},{"id":"https://openalex.org/keywords/knowledge-base","display_name":"Knowledge base","score":0.5185312032699585},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5001249313354492},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.49182844161987305},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.44590532779693604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4433784782886505},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3987271785736084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425973415374756},{"id":"https://openalex.org/C4554734","wikidata":"https://www.wikidata.org/wiki/Q593744","display_name":"Knowledge base","level":2,"score":0.5185312032699585},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5001249313354492},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.49182844161987305},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.44590532779693604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4433784782886505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3987271785736084},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.2015.2504047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2015.2504047","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1212967831","display_name":"\u57fa\u4e8e\u865a\u62df\u73b0\u5b9e\u6280\u672f\u7684\u590d\u6742\u673a\u7535\u7cfb\u7edf\u6545\u969c\u9884\u62a5\u4e0e\u6700\u4f18\u7ef4\u62a4\u7814\u7a76","funder_award_id":"61374138","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6384573803","display_name":null,"funder_award_id":"2015JM6354","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"},{"id":"https://openalex.org/G6451857554","display_name":"\u8bc1\u636e\u7f51\u7edc\u63a8\u7406\u3001\u5b66\u4e60\u65b9\u6cd5\u53ca\u5e94\u7528\u7814\u7a76","funder_award_id":"71201168","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7031792428","display_name":null,"funder_award_id":"61403404","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7941111863","display_name":"\u57fa\u4e8e\u534a\u5b9a\u91cf\u4fe1\u606f\u7684\u590d\u6742\u52a8\u6001\u7cfb\u7edf\u6545\u969c\u9884\u6d4b\u4e0e\u6700\u4f18\u7ef4\u62a4\u7814\u7a76","funder_award_id":"61370031","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8734945877","display_name":null,"funder_award_id":"2015M570847","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W1605452403","https://openalex.org/W1626834557","https://openalex.org/W1988286714","https://openalex.org/W1990111037","https://openalex.org/W2004326582","https://openalex.org/W2016031633","https://openalex.org/W2022069994","https://openalex.org/W2046572363","https://openalex.org/W2046638141","https://openalex.org/W2049337423","https://openalex.org/W2050425142","https://openalex.org/W2054475422","https://openalex.org/W2059644607","https://openalex.org/W2073761317","https://openalex.org/W2078127689","https://openalex.org/W2088424609","https://openalex.org/W2089156695","https://openalex.org/W2096731208","https://openalex.org/W2098704456","https://openalex.org/W2100656616","https://openalex.org/W2109034551","https://openalex.org/W2114106396","https://openalex.org/W2114541394","https://openalex.org/W2115644923","https://openalex.org/W2120160105","https://openalex.org/W2140364226","https://openalex.org/W2140562129","https://openalex.org/W2141758575","https://openalex.org/W2143804876","https://openalex.org/W2145723333","https://openalex.org/W2154143908","https://openalex.org/W2156194072","https://openalex.org/W2164333713","https://openalex.org/W2167801338","https://openalex.org/W2170515401","https://openalex.org/W2357133433","https://openalex.org/W2389043241","https://openalex.org/W2622140002","https://openalex.org/W3136837693"],"related_works":["https://openalex.org/W2743849214","https://openalex.org/W2395092600","https://openalex.org/W4256616184","https://openalex.org/W2186155471","https://openalex.org/W632005469","https://openalex.org/W2000803355","https://openalex.org/W2921792786","https://openalex.org/W1752292405","https://openalex.org/W1830892038","https://openalex.org/W2388729575"],"abstract_inverted_index":{"It":[0],"is":[1,31,49,102,107,127,138,152,169,207,247],"vital":[2],"to":[3,109,129,140,154,221,249],"assess":[4,141],"the":[5,20,33,41,46,55,82,87,93,105,111,119,131,142,149,162,165,181,191,194,203,213,223,244,251,257],"lives":[6],"of":[7,144,180,184,243,256],"newly":[8],"developed":[9],"products":[10],"by":[11,226],"using":[12,227],"failure":[13,34,52,73,112,132,229],"data":[14,35,53,74,113,133,230],"from":[15,114,134],"various":[16],"testing":[17,38,116,136],"environments.":[18],"In":[19,161],"current":[21],"methods,":[22],"two":[23],"steps":[24],"are":[25],"generally":[26],"included.":[27],"The":[28,123,209],"first":[29],"step":[30,48],"transforming":[32],"under":[36,54],"one":[37,115],"environment":[39,58,117],"into":[40,59,118],"actual":[42,56,120],"working":[43,57,121],"environment,":[44],"and":[45,75,92,156,187,212,231,241,253],"second":[47],"integrating":[50],"all":[51],"a":[60,98,145],"unified":[61],"result.":[62],"However,":[63],"most":[64],"available":[65],"methods":[66],"cannot":[67],"use":[68,242],"information":[69],"that":[70,201],"includes":[71],"part":[72,76],"expert":[77,232],"knowledge":[78,233],"simultaneously.":[79],"To":[80,147],"resolve":[81],"above":[83],"issue,":[84],"based":[85,171],"on":[86,172],"belief":[88],"rule":[89],"base":[90],"(BRB)":[91],"evidential":[94],"reasoning":[95],"(ER)":[96],"approach,":[97,125],"new":[99,258],"BRB-ER-based":[100,150,195,259],"model":[101,151,211],"proposed,":[103],"where":[104],"BRB":[106,167],"used":[108,139],"transform":[110],"environment.":[122],"ER":[124],"which":[126,175],"adopted":[128],"aggregate":[130],"different":[135],"environments,":[137],"life":[143],"product.":[146],"conclude,":[148],"applied":[153],"represent":[155],"integrate":[157],"asynchronous":[158],"multisource":[159],"information.":[160],"proposed":[163,210],"model,":[164],"initial":[166],"system":[168],"constructed":[170],"experts'":[173],"knowledge,":[174],"results":[176],"in":[177,193,217,238],"uncertainty":[178],"because":[179],"ambiguous":[182],"nature":[183],"human":[185],"judgment":[186],"calls":[188],"for":[189],"training":[190],"parameters":[192],"model.":[196,260],"Therefore,":[197],"an":[198,218],"optimal":[199,214],"algorithm":[200,206,215],"employs":[202],"differential":[204],"evolutionary":[205],"proposed.":[208],"operate":[216],"integrated":[219],"manner":[220],"improve":[222],"assessment":[224],"precision":[225],"both":[228],"effectively.":[234],"A":[235],"case":[236],"study":[237],"three":[239],"scenarios":[240],"conventional":[245],"approach":[246],"examined":[248],"demonstrate":[250],"capability":[252],"potential":[254],"applications":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
