Xb. Zhao et al., MODELING FOR FLEXIBLE MANUFACTURING SYSTEMS AND STRUCTURAL-PROPERTIESOF OPTIMAL WORK ROUTING POLICY, Journal of intelligent manufacturing, 8(6), 1997, pp. 497-503
Citations number
14
Categorie Soggetti
Controlo Theory & Cybernetics","Engineering, Manufacturing","Computer Science Artificial Intelligence
We consider flexible manufacturing systems (FMSs) which are composed o
f a set of workstations linked together with a material handling syste
m (MHS). Each workstation consists of an input buffer, a single machin
e and an output buffer. The MHS consisting of a single cart routes wor
k among the workstations according to the process paths required by th
e work. We deal with an optimal control problem in this FMS. We model
the FMS as a closed queueing network. In the model, the cart routes th
e work to the workstations in accordance with a Markov routing with ex
ponentially distributed routing time, and the machines process work wi
th exponentially distributed processing time. An objective is to rnd a
work routing policy that maximizes the total expected reward earned b
y operating machines. This optimal control problem is formulated as an
undiscounted semi-Markov decision process. Structural properties of a
n optimal policy are analysed. Moreover, a sufficient condition is der
ived for the optimal policy to be of control limit type. An example is
given to illustrate the result.