Title of article
Reliability updating with equality information
Author/Authors
Straub، نويسنده , , Daniel، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2011
Pages
5
From page
254
To page
258
Abstract
In many instances, information on engineering systems can be obtained through measurements, monitoring or direct observations of system performances and can be used to update the system reliability estimate. In structural reliability analysis, such information is expressed either by inequalities (e.g. for the observation that no defect is present) or by equalities (e.g. for quantitative measurements of system characteristics). When information Z is of the equality type, the a priori probability of Z is zero and most structural reliability methods (SRM) are not directly applicable to the computation of the updated reliability. Hitherto, the computation of the reliability of engineering systems conditional on equality information was performed through first- and second-order approximations. In this paper, it is shown how equality information can be transformed into inequality information, which enables reliability updating by solving a standard structural system reliability problem. This approach enables the use of any SRM, including those based on simulation, for reliability updating with equality information. It is demonstrated on three numerical examples, including an application to fatigue reliability.
Keywords
structural reliability , importance sampling , MEASUREMENTS , Monitoring , bayesian updating
Journal title
Probabilistic Engineering Mechanics
Serial Year
2011
Journal title
Probabilistic Engineering Mechanics
Record number
1567910
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