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Chapter 26 Reliability-Based Design and Code Calibration              469

                  penalty function for deviations from the  target reliability. Several possible choices for the
                  penalty function exist. One that penalizes over and underdesign equally on the p scale may be



                  in which M denotes the penalty, W[j,k,l is the weighting factor for the design case identified by
                  the index set (i,j,k,l), and PIJ,~,~ the reliability index that is obtained for the design case by
                                           is
                  design according to the code. This expression for the penalty function M may be interpreted as
                  the expected squared deviation from the target reliability over the scope of design cases.
                  A prime requirement to the calibration of a common set of safety factors for the entire scope of
                  code is then that, over the scope of code, the calibrated set of safety factors shall lead to
                  designs with safety levels as close as possible to the target. The common set of safety factors
                  is therefore determined as the set y that minimize the penalty function M
                       Minimize{M 1                                                  (26.1 1)

                  subject to : pijkr 2 Plrdn                                         (26.12)
                  over the scope of the code.
                  In which Pmin is the minimum acceptable reliability index. This can be achieved by means of
                  an optimization technique, and this applies also if another choice of penalty function is made,
                  such as one that is more heavily biased against under-design than against over-design.
                  26.4.3  Code Calibration Procedure

                  Combining the calibration principles outlined above with a practical design consideration, the
                  following steps  should be  in  general  be  considered as the  proper  reliability based  code
                  calibration procedure.
                     Step 1 : Identify the failure modes for the considered design case

                     Step 2: Define design equation
                     Step 3: Form Limit State Function (LSF)
                     Step 4: Measure uncertainties involved in all random variables in LSF
                     Step 5: Estimate failure probability
                     Step 6: Determine target safety level
                     Step 7: Calibrate safety factors
                     Step 8: Evaluate the results
                  26.4.4  Simple Example of Code Calibration
                  To  demonstrate the  code calibration principles and  procedure, a  simple example is  given
                  below.
                  Problem
                          Assume  that  a  strength  design  check  for  ship  structural  details  in  terms  of  a
                          resistance  R and load effect S is given by
                          R,  >y.S,
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