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TheToolsandMethodologiesof
RiskAnalysis工程項目風(fēng)險管理與保險雙語課TheToolsandMethodologiesofContentsofRiskAnalysisAnalysisofriskeventsevolution;RiskEvaluationfor:
Ⅰ
occurringprobabilityofriskevents,Ⅱvariedpossibleriskconsequences,Ⅲandtheirconditionalprobabilitiesgivenoriginaleventoccurring.
ContentsofRiskAnalysisAnalyAnalysisofriskeventevolutionFaultTreeAnalysis(FTA,故障樹)EventTreeAnalysis(ETA,事件樹)AnalysisofriskeventevolutiWhatisafaulttree
?Isaspecialkindofinvertedtreelogiccausalitydiagram,itUSESeventsymbols,transferoflogicgatesignsandsymbolstodescribeacause-and-effectrelationshipbetweenvariouseventsinthesystem.Logicgateinputoutputevents\"because\",logicgateoutputistheinputevents\"fruit\".Whatisafaulttree?Isaname
symbolCausalrelationship
WiththedoorInputalleventsoccuratthesametimehaveaoutputOrgateTheinputaslongasthereisaneventoccursthatisoutputTheforbiddendoorTheinputconditionaleventisoutputOrderthedoorInputalleventsoccurinfromlefttorightorderisoutputXorgateTheinputeventiswhenonlyoneeventintheoutputnamesymbolCausalrelationshisymbolnamemeaningcircularBasicevent,thereareenoughrawdatarectangularBylogicgatesexpressedeventoffailureThediamondForreasonsunknownfailureeventsDoublediamondHaveanimpactonthefaulttree,needsfurtherstudythecauseofthefailureofunknowneventTheroomtypePossiblefailureeventsmaynotappeartriangleConnectionandthesymbolssymbolnamemeaningcircularBasTheprocedureoffaulttreeanalysis1.Befamiliarwiththesystem2.Investigateaccidents3.Determinethetopevent4.Determinethetargetvalue5.Reasonsforinvestigation6.DrawthefaulttreeTheprocedureoffaulttreeanTheprocedureoffaulttreeanalysis
7.Analysis8.Theaccidentprobability9.Comparing10.Analysis
TheprocedureoffaulttreeanSupervisionofprojectfailure
Fromtheowner'srisk
Fromthecontractor'sriskFromtheriskofsupervision
X1X2X6X3X4X5X7X11X10X8X9ACase:TypicalriskSupervisionofprojectfailureX1:feasibilitystudyreportlackofseriousnessX2:macromanagement,investmentdeficiencyTheX3:blindintervention,deprivedoftherightsoftheengineeringconsultantX4:don'trespectcontract,norespectfortherightsandinterestsofthecontractorX5:projectpaymentdoesnotreachthedesignatedpositionorsettlementinatimelymannerFromtheowner'sriskX1:feasibilitystudyreportl
X6:contractorbiddingnothonestBiddersX7:lackofbusinessethicsTheunder-fundedbyX8:contractorsX9:contractorqualityistoolowFromthecontractor'srisk
X6:contractorbiddingnothoClass7技術(shù)-2風(fēng)險分析的方法體系課件Eventtreeanalysiscase
Thewatersystemoftheaccidenteventtreeanalysis
EventtreeanalysiscaseThewProbabilityMethodsUsingtheexistingdata
analysisriskeventprobabilitydistributionTheoryofprobabilitydistributionisusedtodeterminetheprobabilityofriskeventsTheprobabilityofriskeventsusingsubjectiveprobabilityanalysisAnalogyisusedtoderivetheprobabilityofriskevents
ProbabilityMethodsUsingtheexistingdataanalysisriskeventprobabilitydistribution
Case:theemergenceofconstructionperioddelayriskprobabilitycalculationAconstructioncompanyinthepasttocomplete72constructionprojects,duetovariousreasons,somepartoftheprojecthasdelayedtimelimitforaproject.Draggedprojecttimelimitforaproject,arrangethemgetsituationasshowninthetable.Thetimelimitforaprojectinthetablearetherelativevalueofdelaytime;Thenumberoffrequencyfortheproject.UsingtheexistingdataanalysTheconstructionperioddelaydatastatistics
Datapacketinterval(%)Inthegroupvalues(%)frequencyfrequency(%)Thecumulativefrequency(%)-34~-30-32.500.00.00-29~-25-27.522.782.78-24~-20-22.511.394.17-19~-15-17.534.178.34-14~-10-12.579.7218.06-9~-5-7.51013.8931.95-4~0-2.51520.8352.781~52.51216.6769.456~107.5912.5081.9511~1512.5811.1193.0616~2017.545.5698.6221~2522.500.0098.6226~3027.511.39100.0131~3532.500.00100.01TheconstructionperioddelayTimelimitforaprojectdelaydistributionexperience
-30-25-20-15-10-5051015202530%Frequency(probability)
0.2083TimelimitforaprojectdelayEstimatetheconstructionperioddelayeventprobability
Forexample,acompanyplannedconstructionperiodof16months,ifyouwanttoknowtheprobabilityofconstructionperioddelay3months,shallbecalculatedonthefollowingsteps
:①3/16×100%=18.8%②Fromthetableorfigurecanchecktheconstructionperioddelayistheprobabilitythat3months
5.56%。EstimatetheconstructionperiTheoryofprobabilitydistributionisusedtodeterminetheprobabilityofriskevents
Casestudy:Qualitydataarevolatile,thefactoriscausedbymanyfactors,andundertheconditionofnormalproduction,theroleofeachfactorisnotobvious,andthereisnoonefactorplaysaleadingrole.SothefluctuationsNormaldistribution.Intheconstructionofwaterconservancyprojects,manyhydrologyworkersstudyofriverfloodpeakflowofrandomness,foundthatmostoftheriversobeyedP-Ⅲtypedistribution.TheoryofprobabilitydistribuTheprobabilityofriskeventsusingsubjectiveprobabilityanalysis
Casestudy:Aprojectisdividedintofivestandard,itemizedbid,abidderintendstoparticipateinoneofthebid,assumethatabidderthewinningprobabilityisdifferentforeachtarget,namelynotthebiddingriskisdifferent.Bidderspleasefourexpertofbiddingriskanalysis,evaluationforwhichstandardcanbidmore,lessriskyormissthemark.Expertsontheriskofnotwinningfromsmalltolarge,theresultofthedischargesequenceasshownintabletenderingdecisionmakersfortheexperts'trustdegreebycoefficienta,were0.25,0.28,0.22,0.25,andfourNumbersand1.TheprobabilityofriskeventsExpertstotheevaluationorderofdifferentprojects
專家
名次12345aAⅠⅢⅤⅡⅣ0.25BⅢⅡⅠⅤⅣ0.28CⅡⅠⅢⅣⅤ0.22DⅢⅡⅤⅠⅣ0.25Ⅰ:1×0.25+2×0.22+3×0.28+4×0.25=2.53Ⅱ:1×0.22+2×0.28+2×0.25+4×0.25=2.28Ⅲ:1×0.28+1×0.25+2×0.25+3×0.22=1.69Ⅳ:4×0.22+5×0.25+5×0.28+5×0.25=4.78Ⅴ:3×0.25+3×0.25+4×0.28+5×0.22=3.72ExpertstotheevaluationordeDifferenttargetscannotbethewinningprobabilitycalculation
:Thetotalscore:2.53+2.28+1.69+4.78+3.72=15Can'tthewinningprobability,respectively:2.53/15=0.172.28/15=0.151.69/15=0.114.78/15=0.323.72/15=0.25Conclusion:Formostatriskwhenthefourthstandard,forthethirdwhentheriskisminimalDifferenttargetscannotbethAnalogymethodtocalculatetheriskprobability,hydrologicanalogymethod
Casestudy:TobuildAport,tocomputetheprobabilityofAonce-in-a-centurystormsurge,butlackofMarinedisastersstatistics.AndBislocatedinhasnotfarfromthedetailedhistoricalMarinemeteorologicalstatisticaldata,socantheregistrydataisusedtocalculatetheprobabilityofoccurrenceofstormsurge,andcomparewithAriskofprobability:Pa/Pb=ɡ×(Ha/La)/(Hb/Lb)
Amongthem:H-significantwaveheight;L-wavelength;G-comparedifferencecoefficient.
AnalogymethodtocalculatethBayesMethods-基本步驟確定先驗概率-根據(jù)歷史資料或主觀判斷,未經(jīng)實驗證實所確定的概率。進(jìn)行預(yù)后驗分析,決定是否值得搜集補(bǔ)充資料以及從補(bǔ)充資料可能得到的結(jié)果和如何決定最優(yōu)對策。BayesMethods-基本步驟確定先驗概率-根據(jù)歷史資BayesMethods-基本步驟搜集補(bǔ)充資料,取得條件概率,包括歷史概率和邏輯概率,對歷史概率要加以檢驗,辨明其是否適合計算后驗概率。用概率的乘法定理計算聯(lián)合概率,用概率的加法定理計算邊際概率,用貝葉斯定理計算后驗概率。BayesMethods-基本步驟搜集補(bǔ)充資料,取得條件概
發(fā)生的條件概率公式為:
表示在一個樣本空間中的兩個事件,給定和下,和的聯(lián)合概率公式為:BayesMethods-貝葉斯定理發(fā)生的條件概率公式為:表示在一個樣本空間中的兩個事件中的一個出現(xiàn)是事件構(gòu)成互斥和完整的兩事件,和概率的邊際概率公式為:和若發(fā)生的必要條件,那么事件回總目錄回本章目錄BayesMethods-貝葉斯定理中的一個出現(xiàn)是事件構(gòu)成互斥和完整的兩事件,和概率的邊際概率公中的一個出現(xiàn)是事件構(gòu)成互斥和完整的兩個事件,和事件的貝葉斯公式為:和若發(fā)生的必要條件,那么兩個兩個事件的貝葉斯定理為:回總目錄回本章目錄中的一個出現(xiàn)是事件構(gòu)成互斥和完整的兩個事件,和事件的貝葉斯公Ai中的某一個出現(xiàn)是事件B個事件的貝葉斯公式為:假定存在一個完整的和互斥的事件發(fā)生的必要條件,那么n
n個事件的貝葉斯定理為:回總目錄回本章目錄Ai中的某一個出現(xiàn)是事件B個事件的貝葉斯公式為:假定存在一個
優(yōu)點:
(1)貝葉斯決策能對信息的價值或是否需要采集新的信息做出科學(xué)的判斷。(2)它能對調(diào)查結(jié)果的可能性加以數(shù)量化的評價,而不是像一般的決策方法那樣,對調(diào)查結(jié)果或者是完全相信,或者是完全不相信。
回總目錄回本章目錄BayesMethods-優(yōu)缺點優(yōu)點:回總目錄回本章目錄BayesMet
(3)如果說任何調(diào)查結(jié)果都不可能完全準(zhǔn)確,先驗知識或主觀概率也不是完全可以相信的,那么貝葉斯決策則巧妙地將這兩種信息有機(jī)地結(jié)合起來了。(4)它可以在決策過程中根據(jù)具體情況下不斷地使用,使決策逐步完善和更加科學(xué)?;乜偰夸浕乇菊履夸洠?)如果說任何調(diào)查結(jié)果都不可能完全準(zhǔn)回總目錄回本章
局限性:
(1)它需要的數(shù)據(jù)多,分析計算比較復(fù)雜,特別在解決復(fù)雜問題時,這個矛盾就更為突出。(2)有些數(shù)據(jù)必須使用主觀概率,有些人不太相信,這也妨礙了貝葉斯決策方法的推廣使用。回總目錄回本章目錄局限性:回總目錄回本章目錄為了提高某產(chǎn)品的質(zhì)量,企業(yè)決策人考慮增加投資來改進(jìn)生產(chǎn)設(shè)備,預(yù)計需投資90萬元。但從投資效果看,下屬部門有兩種意見:一是認(rèn)為改進(jìn)設(shè)備后高質(zhì)量產(chǎn)品可占90%;二是認(rèn)為改進(jìn)設(shè)備后高質(zhì)量產(chǎn)品可占70%。根據(jù)經(jīng)驗決策人認(rèn)為第一種意見可信度有40%,第二種意見可信度有60%。為慎重起見,決策人先做了個小規(guī)模試驗:試制了5個產(chǎn)品,結(jié)果全是高質(zhì)量產(chǎn)品。問現(xiàn)在決策人對兩種意見的可信程度有沒有變化?回總目錄回本章目錄BayesMethods-案例為了提高某產(chǎn)品的質(zhì)量,企業(yè)決策人考慮增加投資來改進(jìn)生產(chǎn)設(shè)備,
解答:此問題中,決策人根據(jù)經(jīng)驗對兩種意見的看法屬于先驗信息,在決策人試驗之后,就需要利用貝葉斯公式,結(jié)合試驗結(jié)果進(jìn)行后驗分析了。首先計算得到:回總目錄回本章目錄解答:此問題中,決策人根據(jù)經(jīng)驗對兩種意見的看法屬于先然后用貝葉斯公式計算和的后驗概率,
可以看到,試驗后決策人對兩種意見的可信程度變?yōu)榱?.7和0.3。這就是貝葉斯決策的后驗概率。
回總目錄回本章目錄然后用貝葉斯公式計算和的后驗概率,可以看到謝謝!謝謝!演講完畢,謝謝觀看!演講完畢,謝謝觀看!TheToolsandMethodologiesof
RiskAnalysis工程項目風(fēng)險管理與保險雙語課TheToolsandMethodologiesofContentsofRiskAnalysisAnalysisofriskeventsevolution;RiskEvaluationfor:
Ⅰ
occurringprobabilityofriskevents,Ⅱvariedpossibleriskconsequences,Ⅲandtheirconditionalprobabilitiesgivenoriginaleventoccurring.
ContentsofRiskAnalysisAnalyAnalysisofriskeventevolutionFaultTreeAnalysis(FTA,故障樹)EventTreeAnalysis(ETA,事件樹)AnalysisofriskeventevolutiWhatisafaulttree
?Isaspecialkindofinvertedtreelogiccausalitydiagram,itUSESeventsymbols,transferoflogicgatesignsandsymbolstodescribeacause-and-effectrelationshipbetweenvariouseventsinthesystem.Logicgateinputoutputevents\"because\",logicgateoutputistheinputevents\"fruit\".Whatisafaulttree?Isaname
symbolCausalrelationship
WiththedoorInputalleventsoccuratthesametimehaveaoutputOrgateTheinputaslongasthereisaneventoccursthatisoutputTheforbiddendoorTheinputconditionaleventisoutputOrderthedoorInputalleventsoccurinfromlefttorightorderisoutputXorgateTheinputeventiswhenonlyoneeventintheoutputnamesymbolCausalrelationshisymbolnamemeaningcircularBasicevent,thereareenoughrawdatarectangularBylogicgatesexpressedeventoffailureThediamondForreasonsunknownfailureeventsDoublediamondHaveanimpactonthefaulttree,needsfurtherstudythecauseofthefailureofunknowneventTheroomtypePossiblefailureeventsmaynotappeartriangleConnectionandthesymbolssymbolnamemeaningcircularBasTheprocedureoffaulttreeanalysis1.Befamiliarwiththesystem2.Investigateaccidents3.Determinethetopevent4.Determinethetargetvalue5.Reasonsforinvestigation6.DrawthefaulttreeTheprocedureoffaulttreeanTheprocedureoffaulttreeanalysis
7.Analysis8.Theaccidentprobability9.Comparing10.Analysis
TheprocedureoffaulttreeanSupervisionofprojectfailure
Fromtheowner'srisk
Fromthecontractor'sriskFromtheriskofsupervision
X1X2X6X3X4X5X7X11X10X8X9ACase:TypicalriskSupervisionofprojectfailureX1:feasibilitystudyreportlackofseriousnessX2:macromanagement,investmentdeficiencyTheX3:blindintervention,deprivedoftherightsoftheengineeringconsultantX4:don'trespectcontract,norespectfortherightsandinterestsofthecontractorX5:projectpaymentdoesnotreachthedesignatedpositionorsettlementinatimelymannerFromtheowner'sriskX1:feasibilitystudyreportl
X6:contractorbiddingnothonestBiddersX7:lackofbusinessethicsTheunder-fundedbyX8:contractorsX9:contractorqualityistoolowFromthecontractor'srisk
X6:contractorbiddingnothoClass7技術(shù)-2風(fēng)險分析的方法體系課件Eventtreeanalysiscase
Thewatersystemoftheaccidenteventtreeanalysis
EventtreeanalysiscaseThewProbabilityMethodsUsingtheexistingdata
analysisriskeventprobabilitydistributionTheoryofprobabilitydistributionisusedtodeterminetheprobabilityofriskeventsTheprobabilityofriskeventsusingsubjectiveprobabilityanalysisAnalogyisusedtoderivetheprobabilityofriskevents
ProbabilityMethodsUsingtheexistingdataanalysisriskeventprobabilitydistribution
Case:theemergenceofconstructionperioddelayriskprobabilitycalculationAconstructioncompanyinthepasttocomplete72constructionprojects,duetovariousreasons,somepartoftheprojecthasdelayedtimelimitforaproject.Draggedprojecttimelimitforaproject,arrangethemgetsituationasshowninthetable.Thetimelimitforaprojectinthetablearetherelativevalueofdelaytime;Thenumberoffrequencyfortheproject.UsingtheexistingdataanalysTheconstructionperioddelaydatastatistics
Datapacketinterval(%)Inthegroupvalues(%)frequencyfrequency(%)Thecumulativefrequency(%)-34~-30-32.500.00.00-29~-25-27.522.782.78-24~-20-22.511.394.17-19~-15-17.534.178.34-14~-10-12.579.7218.06-9~-5-7.51013.8931.95-4~0-2.51520.8352.781~52.51216.6769.456~107.5912.5081.9511~1512.5811.1193.0616~2017.545.5698.6221~2522.500.0098.6226~3027.511.39100.0131~3532.500.00100.01TheconstructionperioddelayTimelimitforaprojectdelaydistributionexperience
-30-25-20-15-10-5051015202530%Frequency(probability)
0.2083TimelimitforaprojectdelayEstimatetheconstructionperioddelayeventprobability
Forexample,acompanyplannedconstructionperiodof16months,ifyouwanttoknowtheprobabilityofconstructionperioddelay3months,shallbecalculatedonthefollowingsteps
:①3/16×100%=18.8%②Fromthetableorfigurecanchecktheconstructionperioddelayistheprobabilitythat3months
5.56%。EstimatetheconstructionperiTheoryofprobabilitydistributionisusedtodeterminetheprobabilityofriskevents
Casestudy:Qualitydataarevolatile,thefactoriscausedbymanyfactors,andundertheconditionofnormalproduction,theroleofeachfactorisnotobvious,andthereisnoonefactorplaysaleadingrole.SothefluctuationsNormaldistribution.Intheconstructionofwaterconservancyprojects,manyhydrologyworkersstudyofriverfloodpeakflowofrandomness,foundthatmostoftheriversobeyedP-Ⅲtypedistribution.TheoryofprobabilitydistribuTheprobabilityofriskeventsusingsubjectiveprobabilityanalysis
Casestudy:Aprojectisdividedintofivestandard,itemizedbid,abidderintendstoparticipateinoneofthebid,assumethatabidderthewinningprobabilityisdifferentforeachtarget,namelynotthebiddingriskisdifferent.Bidderspleasefourexpertofbiddingriskanalysis,evaluationforwhichstandardcanbidmore,lessriskyormissthemark.Expertsontheriskofnotwinningfromsmalltolarge,theresultofthedischargesequenceasshownintabletenderingdecisionmakersfortheexperts'trustdegreebycoefficienta,were0.25,0.28,0.22,0.25,andfourNumbersand1.TheprobabilityofriskeventsExpertstotheevaluationorderofdifferentprojects
專家
名次12345aAⅠⅢⅤⅡⅣ0.25BⅢⅡⅠⅤⅣ0.28CⅡⅠⅢⅣⅤ0.22DⅢⅡⅤⅠⅣ0.25Ⅰ:1×0.25+2×0.22+3×0.28+4×0.25=2.53Ⅱ:1×0.22+2×0.28+2×0.25+4×0.25=2.28Ⅲ:1×0.28+1×0.25+2×0.25+3×0.22=1.69Ⅳ:4×0.22+5×0.25+5×0.28+5×0.25=4.78Ⅴ:3×0.25+3×0.25+4×0.28+5×0.22=3.72ExpertstotheevaluationordeDifferenttargetscannotbethewinningprobabilitycalculation
:Thetotalscore:2.53+2.28+1.69+4.78+3.72=15Can'tthewinningprobability,respectively:2.53/15=0.172.28/15=0.151.69/15=0.114.78/15=0.323.72/15=0.25Conclusion:Formostatriskwhenthefourthstandard,forthethirdwhentheriskisminimalDifferenttargetscannotbethAnalogymethodtocalculatetheriskprobability,hydrologicanalogymethod
Casestudy:TobuildAport,tocomputetheprobabilityofAonce-in-a-centurystormsurge,butlackofMarinedisastersstatistics.AndBislocatedinhasnotfarfromthedetailedhistoricalMarinemeteorologicalstatisticaldata,socantheregistrydataisusedtocalculatetheprobabilityofoccurrenceofstormsurge,andcomparewithAriskofprobability:Pa/Pb=ɡ×(Ha/La)/(Hb/Lb)
Amongthem:H-significantwaveheight;L-wavelength;G-comparedifferencecoefficient.
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