MODELING FOR FLEXIBLE MANUFACTURING SYSTEMS AND STRUCTURAL-PROPERTIESOF OPTIMAL WORK ROUTING POLICY

Citation
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
ISSN journal
09565515
Volume
8
Issue
6
Year of publication
1997
Pages
497 - 503
Database
ISI
SICI code
0956-5515(1997)8:6<497:MFFMSA>2.0.ZU;2-U
Abstract
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.