app2_hazards

app2_hazards - Application Example 2 (Total Probability...

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Application Example 2 (Total Probability Theorem) EVALUATION OF NATURAL AND MAN-MADE RISKS An important application area of probability and statistics is the assessment of natural and man-made risks. For example, one may need to evaluate the safety of an engineering facility against extreme environmental actions, such as earthquakes, strong winds, extreme floods, ocean waves, etc. Since environmental loads vary in time, one usually expresses reliability through the probability that some undesirable “failure” event (severe structural damage or collapse, levee breach, dam overtopping, ship hull buckling, etc.) occurs at least once during a reference period of time T, for example 50 or 100 years. In order to quantify risk , one needs to combine two elements: 1. A description of the severity of the environment, in terms of the probability P[L T > l] with which the maximum environmental load in T years, L T , exceeds various levels l . Evaluating P[L T > l ] is often referred to as hazard assessment ; 2. A description of the resistance of the facility in terms of the dependence of the probability of system failure P f on the magnitude l of the environmental load. This function, P f ( l ), is often referred to as the fragility function . Once quantified, the hazard and fragility functions are combined to produce the probability of (at least one) failure in T. This is done by using the Total Probability Theorem , which says that, if {B 1 ,..., B n } is a set of mutually exclusive and collectively exhaustive events and A is any other event, then the probability of A can be calculated as
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n P[A] = P[A | B i ]P[B i ] (1) i = 1 To use this result for risk assessment, the environmental load L
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This note was uploaded on 02/27/2008 for the course PTE 461 taught by Professor Donhill during the Fall '07 term at USC.

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app2_hazards - Application Example 2 (Total Probability...

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