Failure Statistics Analysis Based on Bayesian Theory:A Study of FPSO Internal Turret Leakage

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摘要 Theloadandcorrosioncausedbytheharshmarineenvironmentleadtotheseveredegradationofoffshoreequipmentandtotheircompromisedsecurityandreliability.Inthequantitativeriskanalysis,thefailuremodelsaredifficulttoestablishthroughtraditionalstatisticalmethods.Hence,thecalculationoftheoccurrenceprobabilityofsmallsampleeventsisoftenmetwithgreatuncertainty.Inthisstudy,theBayesianstatisticalmethodisimplementedtoanalyzetheoilandgasleakagesofFPSOinternalturret,whichisatypicalsmallsampleriskbutcouldleadtoseverelosses.Accordingtothecorrespondingfailuremechanism,twoBayesianstatisticalmodelsusingtheWeibulldistributionandlogarithmicnormaldistributionasthepopulationdistributionareestablished,andtheposteriordistributionofthecorrespondingparametersiscalculated.TheoptimalBayesianstatisticalmodelisdeterminedaccordingtotheBayesianinformationcriterionandAkaikecriterion.Onthebasisofthedeterminedoptimalmodel,thecorrespondingreliabilityindexissolvedtoprovidebasicdataforthesubsequentriskassessmentsofFPSOsystems.
机构地区 不详
出版日期 2019年01月11日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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