We consider a production planning problem in a two-machine flowshop subject
to breakdown and repair of machines and subject to nonnegativity and upper
bound constraints on work-in-process. The objective is to choose machine p
roduction rates over time to minimize the long-run average inventory/backlo
g and production costs. For sufficiently large upper bound on the work-in-p
rocess, the problem is formulated as a stochastic dynamic program. We then
establish a verification theorem and a partial characterization of the opti
mal control policy if it exists.