This article reports an application of the k-out-of-n:F and the consecutive
-k-out-of-n:F system reliability models in evaluation of the life distribut
ion of furnaces used in a petro-chemical company. Different scenarios are u
sed in modeling the reliability behaviors of the furnaces as a function of
the reliabilities of the tubes in the furnaces. The life distribution of th
e furnace is used in making decisions on when to replace the furnace. (C) 1
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