3.3.4. Uncertainty quantification
In order to assess the uncertainty prior to establishing accurate
reliability models for tunnel condition assessment, it is important
that various types of known uncertainties be taken in to consideration
appropriately. Uncertainty in engineering analysis and design
arises from several different sources (Oberkampf et al., 1999) and
must be propagated through the model. The uncertainty sources
may be divided into three categories.