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Volumn 58, Issue 3, 2012, Pages 826-841

Dynamic risk analysis using alarm databases to improve process safety and product quality: Part II-Bayesian analysis

Author keywords

Abnormal events; Bayesian theory; Copulas; Monte Carlo simulation; Near misses; Petroleum refinery; Probabilistic risk analysis; Process safety; Product quality; Unsafe incidents

Indexed keywords

ABNORMAL EVENTS; BAYESIAN THEORY; COPULAS; MONTE CARLO SIMULATION; NEAR-MISSES; PROBABILISTIC RISK ANALYSIS; PROCESS SAFETY; PRODUCT QUALITY; UNSAFE INCIDENTS;

EID: 84856601354     PISSN: 00011541     EISSN: 15475905     Source Type: Journal    
DOI: 10.1002/aic.12642     Document Type: Article
Times cited : (63)

References (56)
  • 1
    • 0040299035 scopus 로고
    • Probability and risk assessment: the subjectivistic viewpoint and some suggestions
    • Apostolakis G. Probability and risk assessment: the subjectivistic viewpoint and some suggestions. Nuclear Safety. 1978; 19: 305-315.
    • (1978) Nuclear Safety. , vol.19 , pp. 305-315
    • Apostolakis, G.1
  • 2
    • 0019393403 scopus 로고
    • Characterization and evaluation of uncertainty in probabilistic risk analysis
    • Parry GW, Winter PW. Characterization and evaluation of uncertainty in probabilistic risk analysis. Nuclear Safety. 1981; 22: 28-42.
    • (1981) Nuclear Safety. , vol.22 , pp. 28-42
    • Parry, G.W.1    Winter, P.W.2
  • 4
    • 0021706945 scopus 로고
    • Recent case studies and advancements in probabilistic risk assessment
    • Garrick BJ. Recent case studies and advancements in probabilistic risk assessment. Risk Anal. 1984; 4: 267-279.
    • (1984) Risk Anal. , vol.4 , pp. 267-279
    • Garrick, B.J.1
  • 6
    • 0032184538 scopus 로고    scopus 로고
    • Bayesian parameter estimation in probabilistic risk assessment
    • Siu NO, Kelly DL. Bayesian parameter estimation in probabilistic risk assessment. Reliab Eng Syst Saf. 1998; 62: 89-116.
    • (1998) Reliab Eng Syst Saf. , vol.62 , pp. 89-116
    • Siu, N.O.1    Kelly, D.L.2
  • 10
    • 0031214723 scopus 로고    scopus 로고
    • The words of risk analysis
    • Kaplan S. The words of risk analysis. Risk Anal. 1997; 17: 407-417.
    • (1997) Risk Anal. , vol.17 , pp. 407-417
    • Kaplan, S.1
  • 12
    • 0030286892 scopus 로고    scopus 로고
    • Uncertainties in risk analysis: six levels of treatment
    • Pate-Cornell M. Uncertainties in risk analysis: six levels of treatment. Reliab Eng Syst Saf. 1996; 54: 95-111.
    • (1996) Reliab Eng Syst Saf. , vol.54 , pp. 95-111
    • Pate-Cornell, M.1
  • 13
    • 0030283575 scopus 로고    scopus 로고
    • Uncertainty in probabilistic risk assessment
    • Winkler R. Uncertainty in probabilistic risk assessment. Reliab Eng Syst Saf. 1996; 54: 127-132.
    • (1996) Reliab Eng Syst Saf. , vol.54 , pp. 127-132
    • Winkler, R.1
  • 14
    • 0031131613 scopus 로고    scopus 로고
    • Impact of accident precursors on risk estimates from accident databases
    • Kirchsteiger C. Impact of accident precursors on risk estimates from accident databases. J Loss Prev Process Ind. 1997; 10: 159-167.
    • (1997) J Loss Prev Process Ind. , vol.10 , pp. 159-167
    • Kirchsteiger, C.1
  • 15
    • 0000001372 scopus 로고
    • The application of probabilistic risk assessment techniques to energy technologies
    • Rasmussen NC. The application of probabilistic risk assessment techniques to energy technologies. Annu Rev Energy. 1981; 6: 123-138.
    • (1981) Annu Rev Energy. , vol.6 , pp. 123-138
    • Rasmussen, N.C.1
  • 16
    • 85014614766 scopus 로고    scopus 로고
    • Three decades of risk research: accomplishments and new challenges
    • Ortwin R. Three decades of risk research: accomplishments and new challenges. J Risk Res. 1998; 1: 49-71.
    • (1998) J Risk Res. , vol.1 , pp. 49-71
    • Ortwin, R.1
  • 17
    • 0025681550 scopus 로고
    • The concept of probability in safety assessment of technological systems
    • Apostolakis G. The concept of probability in safety assessment of technological systems. Science. 1990; 250: 1359-1364.
    • (1990) Science. , vol.250 , pp. 1359-1364
    • Apostolakis, G.1
  • 18
    • 0019540987 scopus 로고
    • On the quantitative definition of risk
    • Kaplan S, Garrick BJ. On the quantitative definition of risk. Risk Anal. 1981; 1: 11-37.
    • (1981) Risk Anal. , vol.1 , pp. 11-37
    • Kaplan, S.1    Garrick, B.J.2
  • 19
    • 84856616379 scopus 로고
    • An application of PRA and cost/benefit analysis to the problems of loss prevention in the chemical industry
    • Berenblut BJ, Cave L, Munday G. An application of PRA and cost/benefit analysis to the problems of loss prevention in the chemical industry. Probabilistic Safety Assessment and Risk Management: PSA. 1987; 3: 1029-1035.
    • (1987) Probabilistic Safety Assessment and Risk Management: PSA. , vol.3 , pp. 1029-1035
    • Berenblut, B.J.1    Cave, L.2    Munday, G.3
  • 20
    • 25144525792 scopus 로고    scopus 로고
    • A Bayesian paired comparison approach for relative accident probability assessment with covariate information
    • Szwed P, Rene van Dorp J, Merrick JRW, Mazzuchi TA, Singh A. A Bayesian paired comparison approach for relative accident probability assessment with covariate information. Eur J Operational Res. 2006; 169: 157-177.
    • (2006) Eur J Operational Res. , vol.169 , pp. 157-177
    • Szwed, P.1    Rene van Dorp, J.2    Merrick, J.R.W.3    Mazzuchi, T.A.4    Singh, A.5
  • 21
    • 45549110613 scopus 로고
    • A critique of current practice for the use of expert opinions in probabilistic risk assessment
    • Moslesh A, Bier V, Apostolakis G. A critique of current practice for the use of expert opinions in probabilistic risk assessment. Reliab Eng Syst Saf. 1988; 20: 63-85.
    • (1988) Reliab Eng Syst Saf. , vol.20 , pp. 63-85
    • Moslesh, A.1    Bier, V.2    Apostolakis, G.3
  • 22
    • 0027187445 scopus 로고
    • Methods for combination of expert judgments
    • Pulkkinen U. Methods for combination of expert judgments. Reliab Eng Syst Saf. 1993; 40: 111-118.
    • (1993) Reliab Eng Syst Saf. , vol.40 , pp. 111-118
    • Pulkkinen, U.1
  • 25
    • 33748761173 scopus 로고    scopus 로고
    • Plant-specific dynamic failure assessment using Bayesian theory
    • Meel A, Seider WD. Plant-specific dynamic failure assessment using Bayesian theory. Chem Eng Sci. 2006; 61: 7036-7056.
    • (2006) Chem Eng Sci. , vol.61 , pp. 7036-7056
    • Meel, A.1    Seider, W.D.2
  • 26
    • 0032295954 scopus 로고    scopus 로고
    • An application of copulas to accident precursor analysis
    • Yi W, Bier VM. An application of copulas to accident precursor analysis. Manage Sci. 1998; 44: S257-S270.
    • (1998) Manage Sci. , vol.44
    • Yi, W.1    Bier, V.M.2
  • 27
    • 0031171434 scopus 로고    scopus 로고
    • Applications of some risk assessment techniques: formal expert judgment and accident sequence precursors
    • Goossens LHJ, Cooke RM. Applications of some risk assessment techniques: formal expert judgment and accident sequence precursors. Saf Sci. 1997; 26: 35-47.
    • (1997) Saf Sci. , vol.26 , pp. 35-47
    • Goossens, L.H.J.1    Cooke, R.M.2
  • 28
    • 0344769432 scopus 로고
    • Bayesian updating of event tree parameters to predict high risk incidents
    • In: Oliver RM, Smith, JQ, editors. Chichester, UK: John Wiley & Sons
    • Oliver RM, Yang HJ. Bayesian updating of event tree parameters to predict high risk incidents. In: Oliver RM, Smith, JQ, editors. Influence Diagrams, Belief Nets and Decision Analysis. Chichester, UK: John Wiley & Sons, 1990.
    • (1990) Influence Diagrams, Belief Nets and Decision Analysis
    • Oliver, R.M.1    Yang, H.J.2
  • 29
    • 0027808249 scopus 로고
    • Statistical methods for the use of accident precursor data in estimating the frequency of rare events
    • Bier VM. Statistical methods for the use of accident precursor data in estimating the frequency of rare events. Reliab Eng Syst Saf. 1993; 41: 267-280.
    • (1993) Reliab Eng Syst Saf. , vol.41 , pp. 267-280
    • Bier, V.M.1
  • 30
    • 34247127741 scopus 로고    scopus 로고
    • Operational risk assessment of chemical industries by exploiting accident databases
    • Meel A, O'Neill LM, Seider WD, Oktem U, Keren N. Operational risk assessment of chemical industries by exploiting accident databases. J Loss Prev Process Ind. 2007; 20: 113-127.
    • (2007) J Loss Prev Process Ind. , vol.20 , pp. 113-127
    • Meel, A.1    O'Neill, L.M.2    Seider, W.D.3    Oktem, U.4    Keren, N.5
  • 31
  • 32
    • 2542583870 scopus 로고    scopus 로고
    • Modeling dependence with copulas and applications to risk management
    • In: Rachev S, editor. Elsevier in Amsterdam, The Netherlands
    • Embrechts P, Lindskog F, McNeil A. Modeling dependence with copulas and applications to risk management. In: Rachev S, editor. Handbook of Heavy Tailed Distributions in Finance. Elsevier in Amsterdam, The Netherlands. 2003: 331-385.
    • (2003) Handbook of Heavy Tailed Distributions in Finance , pp. 331-385
    • Embrechts, P.1    Lindskog, F.2    McNeil, A.3
  • 33
    • 38849123285 scopus 로고    scopus 로고
    • Real-time risk analysis of safety systems
    • Meel A, Seider WD. Real-time risk analysis of safety systems. Comput Chem Eng. 2008; 32: 827-840.
    • (2008) Comput Chem Eng. , vol.32 , pp. 827-840
    • Meel, A.1    Seider, W.D.2
  • 35
    • 0032656018 scopus 로고    scopus 로고
    • Correlation and copulas for decision and risk analysis
    • Clemen RT, Reilly T. Correlation and copulas for decision and risk analysis. Manage Sci. 1999; 45: 208-224.
    • (1999) Manage Sci. , vol.45 , pp. 208-224
    • Clemen, R.T.1    Reilly, T.2
  • 36
    • 0030134894 scopus 로고    scopus 로고
    • Copula models for aggregating expert opinions
    • Jouini MN, Clemen RT. Copula models for aggregating expert opinions. Oper Res. 1996; 44: 444-457.
    • (1996) Oper Res. , vol.44 , pp. 444-457
    • Jouini, M.N.1    Clemen, R.T.2
  • 37
    • 79751493823 scopus 로고    scopus 로고
    • Modeling multivariate distributions using copulas: applications in marketing
    • Danaher P, Smith M. Modeling multivariate distributions using copulas: applications in marketing. Marketing Sci. 2009; 30: 4-21.
    • (2009) Marketing Sci. , vol.30 , pp. 4-21
    • Danaher, P.1    Smith, M.2
  • 41
    • 77956076376 scopus 로고    scopus 로고
    • Incident investigation and dynamic analysis of large alarm databases in chemical plants: a fluidized-catalytic-cracking unit case study
    • Pariyani A, Seider WD, Oktem UG, Soroush M. Incident investigation and dynamic analysis of large alarm databases in chemical plants: a fluidized-catalytic-cracking unit case study. Ind Eng Chem Res. 2010; 49: 8062-8079.
    • (2010) Ind Eng Chem Res. , vol.49 , pp. 8062-8079
    • Pariyani, A.1    Seider, W.D.2    Oktem, U.G.3    Soroush, M.4
  • 42
    • 0000644480 scopus 로고
    • Random variables, joint distribution functions, and copulas
    • Sklar A. Random variables, joint distribution functions, and copulas. Kybernetika. 1973; 9: 449-460.
    • (1973) Kybernetika. , vol.9 , pp. 449-460
    • Sklar, A.1
  • 44
    • 68349153730 scopus 로고
    • Relative entropy measures of multivariate dependence
    • Joe H. Relative entropy measures of multivariate dependence. J Am Stat Assoc. 1989; 84: 157-164.
    • (1989) J Am Stat Assoc. , vol.84 , pp. 157-164
    • Joe, H.1
  • 45
    • 0001596891 scopus 로고
    • A continuous general multivariate distribution and its properties
    • Cuadras CM, Augé J. A continuous general multivariate distribution and its properties. Commun Stat-Theory Methods. 1981; A10: 339-353.
    • (1981) Commun Stat-Theory Methods. , vol.10 A , pp. 339-353
    • Cuadras, C.M.1    Augé, J.2
  • 46
    • 34248974445 scopus 로고
    • Ordinal measures of association
    • Krushal W. Ordinal measures of association. J Am Stat Assoc. 1958; 53: 814-861.
    • (1958) J Am Stat Assoc. , vol.53 , pp. 814-861
    • Krushal, W.1
  • 48
    • 32344446687 scopus 로고
    • Understanding the Metropolis-Hastings algorithm
    • Chib S, Greenberg E. Understanding the Metropolis-Hastings algorithm. Am Statistician. 1995; 49: 327-335.
    • (1995) Am Statistician. , vol.49 , pp. 327-335
    • Chib, S.1    Greenberg, E.2
  • 49
    • 84856617211 scopus 로고    scopus 로고
    • Access date April 16
    • Access date April 16, 2011
    • (2011)
  • 50
    • 84856609979 scopus 로고    scopus 로고
    • Note
    • Instrumentation, Systems, and Automation Society, ANSI/ISA-S84.01-1996, Application of safety instrumented system for the process industries, ISA, 1996.
  • 55
    • 33751540776 scopus 로고    scopus 로고
    • Multivariate Weibull distributions for asset returns: I
    • Malevergne Y, Sornette D. Multivariate Weibull distributions for asset returns: I. Finance Lett. 2004; 2: 16-32.
    • (2004) Finance Lett. , vol.2 , pp. 16-32
    • Malevergne, Y.1    Sornette, D.2
  • 56
    • 0012495069 scopus 로고    scopus 로고
    • On the recovery of joint distributions from limited information
    • Miller DJ, Liu W. On the recovery of joint distributions from limited information. J Econ. 2002; 107: 259-274.
    • (2002) J Econ. , vol.107 , pp. 259-274
    • Miller, D.J.1    Liu, W.2


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