There are several sources for possible errors when numerical gas explo
sion simulators are applied to estimate loads on structures and equipm
ent, The present paper proposes a partial coefficient method to deal w
ith uncertainties that arises from variations of the location of the i
gnition source, and the lack of knowledge of size and location of the
exploding gas cloud. The method also describes how to take into accoun
t physical and numerical idealization errors of the current available
explosion simulators, The paper describes the procedure to calculate d
istribution quantiles for explosion parameters such as pressure and im
pulse with appropriate confidence levels, Non-parametric statistics ar
e used to generalize and quantify the effect of the ignition point loc
ation in several offshore modules. The coefficients to achieve reasona
ble levels of safety are provided for these cases, Existing explosion
simulator validation data are used to provide acceptable levels of saf
ety in the estimation of gas explosion parameters, (C) 1997 Elsevier S
cience Ltd, All rights reserved.