INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATA
In the case of no-fault data,the failure probability combined with the Bayesian theory to study the confidence limit analysis to correct the unilateral confidence reliability evaluation. Based on the Weibull distribution,the distribution curve method was adopted to analyze,and the hierarchical prior...
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Editorial Office of Journal of Mechanical Strength
2020-01-01
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| Series: | Jixie qiangdu |
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| Online Access: | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.03.016 |
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| author | HE WuHui TANG JiaYin |
| author_facet | HE WuHui TANG JiaYin |
| author_sort | HE WuHui |
| collection | DOAJ |
| description | In the case of no-fault data,the failure probability combined with the Bayesian theory to study the confidence limit analysis to correct the unilateral confidence reliability evaluation. Based on the Weibull distribution,the distribution curve method was adopted to analyze,and the hierarchical priors distribution was constructed to give the comprehensive E-Bayes estimation of the failure probability,and the estimated value of distribution parameters were obtained by combining the least square method. According to the statistical property of the parameters,the pivot quantity of the confidence interval is constructed,and the interval estimation and reliability confidence lower limit of the Weibull distribution characteristic parameters are given.Taking the classical bearing test as an example,this method was compared with the calculation results of other methods,which proves the rationality and feasibility of this method in evaluating confidence reliability. |
| format | Article |
| id | doaj-art-6571691bb5cd4e859156370085b3fe18 |
| institution | Kabale University |
| issn | 1001-9669 |
| language | zho |
| publishDate | 2020-01-01 |
| publisher | Editorial Office of Journal of Mechanical Strength |
| record_format | Article |
| series | Jixie qiangdu |
| spelling | doaj-art-6571691bb5cd4e859156370085b3fe182025-01-15T02:27:59ZzhoEditorial Office of Journal of Mechanical StrengthJixie qiangdu1001-96692020-01-014261061630608139INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATAHE WuHuiTANG JiaYinIn the case of no-fault data,the failure probability combined with the Bayesian theory to study the confidence limit analysis to correct the unilateral confidence reliability evaluation. Based on the Weibull distribution,the distribution curve method was adopted to analyze,and the hierarchical priors distribution was constructed to give the comprehensive E-Bayes estimation of the failure probability,and the estimated value of distribution parameters were obtained by combining the least square method. According to the statistical property of the parameters,the pivot quantity of the confidence interval is constructed,and the interval estimation and reliability confidence lower limit of the Weibull distribution characteristic parameters are given.Taking the classical bearing test as an example,this method was compared with the calculation results of other methods,which proves the rationality and feasibility of this method in evaluating confidence reliability.http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.03.016Zero-failure dataFailure probabilityMulti-layer E-Bayes estimationDistribution curve methodConfidence interval estimation |
| spellingShingle | HE WuHui TANG JiaYin INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATA Jixie qiangdu Zero-failure data Failure probability Multi-layer E-Bayes estimation Distribution curve method Confidence interval estimation |
| title | INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATA |
| title_full | INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATA |
| title_fullStr | INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATA |
| title_full_unstemmed | INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATA |
| title_short | INTEGRATED BAYESIAN CONFIDENCE RELIABILITY EVALUATION MODEL BASED ON WEIBULL TYPE ZERO-FAILURE DATA |
| title_sort | integrated bayesian confidence reliability evaluation model based on weibull type zero failure data |
| topic | Zero-failure data Failure probability Multi-layer E-Bayes estimation Distribution curve method Confidence interval estimation |
| url | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.03.016 |
| work_keys_str_mv | AT hewuhui integratedbayesianconfidencereliabilityevaluationmodelbasedonweibulltypezerofailuredata AT tangjiayin integratedbayesianconfidencereliabilityevaluationmodelbasedonweibulltypezerofailuredata |