The objective of this analysis has been the evaluation of the probabil
ity of failure under gravity load (P-f) of the Fraccaro tower in Pavia
before and after a recent strengthening intervention. Both P-f, and i
ts sensitivity to the parameters of the distributions of the random qu
antities controlling the system response have been evaluated. A probab
ilistic model of the spatial variability and of the uncertainties of t
he material properties typical of ancient conglomerate masonry constru
ctions has been proposed. It accounts for both the continuous variabil
ity of material parameters and the drastic strength reductions due to
localized areas of degraded material and construction defects. A 3-D n
onlinear finite element model allowing for local crushing and fracturi
ng of the masonry has been adopted for the numerical analyses. An exte
nded version of the Response Surface (RS) method, coupled with a SORM
algorithm, allowed for an efficient treatment of the several thousands
of random variables of the model. The control variables of the RS hav
e been reduced to a few major sources of uncertainty while the effects
of all other variables, grouped in appropriate subsets, have been con
sidered in a cumulative manner with a statistical treatment of the res
ults of suitably planned numerical experiments. Copyright (C) 1996 Els
evier Science Ltd.