We study the uncertainty of a system reliability estimate, based on kn
owledge of the uncertainties at component level. For many purposes, th
e standard deviation of the system reliability serves as a satisfactor
y measure of uncertainty. The main purpose of the paper is to review a
nd compare some computationally simple upper bounds for this standard
deviation.