University of Canterbury. Civil and Natural Resources Engineering
Abstract
A hierarchical family of Damage Probability Matrices (DPM) has been derived in this
paper from the ones implicitly contained in the EMS-98 Macroseismic Scale for 6
vulnerability classes. To this aim the linguistic definitions provided by the scale, and the
associated fuzzy sub-sets of the percentage of buildings, have been completed according to
reliable hypotheses.
A parametric representation of the corresponding cumulative probability distributions
is moreover provided, through a unique parameter: a vulnerability index variable in the range
from 0 to 1 and independent of the macroseismic intensity. Finally, an innovative
macroseismic approach allowing the vulnerability analysis of building typologies is defined
within the European Macroseismic Scale (EMS-98) and qualitatively related to the
vulnerability classes. Bayes’ theorem allows the upgrading of the frequencies when further
data about the built-environment or specific properties of the buildings are available, allowing
the identification of a different behaviours with respect to the one generally considered for the
typology. Fuzzy measures of any damage function can be derived, using parametric or nonparametric
damage probability matrices. For every result of the seismic analysis, the
procedure allows supply to the user of the final uncertainty connected with the
aforementioned fuzzy relation between the probability of the damage grade, the
macroseismic intensity and the vulnerability classes