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Designing a risk assessment model 2/35
             should be evaluated. This includes a repair’s potential to cause   dence. How does the model’s implied corrosion rate com-
             unwanted  stress  concentrations.  If  complete  and  acceptable   pare  with  wall  loss  observations?  How  does  third-party
             repairs that restored full component strength have been made,   damage likelihood compare with dents and gouges on the
             then risk assessment “penalties” can be removed. Regardless of   top or side of pipe?  Is the  design index measure  of land
             repair, evidence still suggests the potential for repeat failures in   movement  potential  consistent  with  observed  support
             the same area until the root cause identification and elimination   condition or evidence of deformation?
             process has been completed.                 C.  If  disagreement  is  apparent-the   direct  evidence  says
               Whether or not a root cause analysis has been completed,   something  is  actually  “good’  or  “bad”  while  the  risk
             direct evidence can be compiled in various  ways for use  in   model  says the opposite-then   perform  an investigation.
             a relative risk assessment. A count of incidences or a density   Based on the investigation results, do one or more of the
             of  incidences  (leaks  per  mile,  for  example)  will  be  an   following:
             appropriate use of information in  some cases, while a zone-   Modify risk algorithms based on new knowledge.
             ofinfluence or  anomaly-specific approach  might  be  better   Modify previous  condition  assessments  to reflect  new
             suited in others.                              knowledge. For example, “coating condition is actually
               When  such  incidences  are  rather  common-ccurring   bad, not fair as previously thought” or “cathodicprotec-
             regularly  or  clustering  in  locations-the   density  or  count   tion  levels  are actually  inadequate,  despite  3-year-old
             approaches  can  be  useful.  For  example,  the  density  of  ILI   close interval survey results.”
             anomalies of a certain type and size in a transmission pipeline   0  Monitor the situation carefully. For example, “existing
             or the density ofnuisance leaks in a distribution main are useful   third-party damage preventions are very protective of the
             risk indications (see Chapters 5 and 1 I).     pipe and this recent detection of a top side dent is a rare
               When direct evidence is rare in time andor space, a more   exception or old and not representative of the current sit-
             compelling  approach is to assign a zone  qf  influence around   uation.  Rescoring  is  not  appropriate  unless  additional
             each incident. For example, a transmission pipe leak incident is   evidence is obtained suggesting that third-party damage
             rare and often directly affects only a few square inches of pipe.   potential is actually higher than assumed.” Note that this
             However, it yields evidence about the susceptibility of neigh-   example is a nonconservative use of information and is
             boring sections of pipeline. Therefore, a zone of influence, X   not generally recommended.
             number of feet on either side of the leak event, can be assigned
              around  the  leak. The  length  of pipeline  within  this  zone  of   Role of  leak history in riskassessment
              influence is then conservatively treated as having leaked and
              containing  conditions  that  might  suggest  increased  leak   Pipeline failure data often come at  a high cost-an   accident
              susceptibility in the future.              happens. We can benefit from this unfortunate acquisition of
               The  recommended  process  incorporating  direct  evidence   data by refining our model to incorporate the new information.
              into a relative risk assessment is as follows:   In actual practice, it is a common belief, which is sometimes
                                                         backed by  statistical analysis, that pipeline sections that have
             A.  Use all available leak history and ILI results---even when   experienced previous leaks are more likely to have additional
                root cause investigations are not available-to  help evaluate   leaks. Intuitive reasoning suggests that conditions that promote
                and  score  appropriate  risk  variables.  Conservatively   one leak will most likely promote additional leaks in the same
                assume that damage mechanisms are still active. For exam-   area.
                ple,  the  detection  of pipe  wall  thinning  due  to  external   Leak history should be a part  of any risk assessment. It is
                corrosion implies                        often  the  primary  basis  of  risk  estimations  expressed  in
                0  The existence of a corrosive environment   absolute terms (see Chapter  14). A leak is strong evidence of
                0  Failure of both coating and cathodic protection systems   failure-promoting  conditions nearby such as soil corrosivity,
                 or  a  special  mechanism  at  work  such  as AC-induced   inadequate corrosion prevention, problematic pipe joints, fail-
                 corrosion or microbially induced corrosion   ure of the one-call system, active earth movements, or any of
                0  A  pipe  wall  thickness  that  is  not  as  thought-pipe   many others. It is evidence of future leak potential. This evi-
                 strength must be recalculated           dence should be incorporated  into a relative risk assessment
                Scores should be assigned accordingly.   because, hopefully, the evaluator’s “degree of belief” has been
                 The detection of damaged coating, gouges, or dents sug-   impacted by leaks. Each risk variable should always incorpo-
                gests previous third-party damages or substandard installa-   rate the best availableknowledge ofconditions andpossibilities
                tion practices. This implies that        for promoting failure.
                0  Third-party damage activity is significant, or at least was   Where past leaks have had no root cause analysis and/or cor-
                 at one time in the past                 rective action applied, risk scores for the type of failure can be
                0  Errors occurred during construction   adjusted to reflect the presence of higher failure  probability
                 Pipe strength must be recalculated      factors.  A  zone  of  influence  around  the  leak  site  can  be
                Again, scores can be assigned accordingly.   established (see Chapter 8) to penalize nearby portions of the
              B.  Use  new  direct  evidence  to  directly  validate  or  adjust   system.
                risk  scores.  Compare  actual coating  condition,  pipe  wall   In some pipelines, such as distribution systems (see Chapter
                thickness, pipe support condition, soil corrosivity, etc., with   11) where some leak rate is routinely seen, the determination
                the corresponding risk variables’ scores. Compare the rela-   as to whether a section of pipeline  is experiencing  a higher
                tive  likelihood  of each  failure  mode  with the direct  evi-   frequency of leaks must be made on a relative basis. This can be
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