DocumentCode
1425889
Title
Optimal production control in a discrete manufacturing system with unreliable machines and random demands
Author
Feng, Youyi ; Yan, Houmin
Author_Institution
Res. Group, Enron Corp., Houston, TX, USA
Volume
45
Issue
12
fYear
2000
fDate
12/1/2000 12:00:00 AM
Firstpage
2280
Lastpage
2296
Abstract
We consider a production control problem in a manufacturing system with a failure-prone machine and a stochastic demand. The objective is to minimize a discounted inventory holding and backlog cost over an infinite planning horizon. The optimal production control of continuous, stochastic manufacturing systems with a failure-prone machine and a constant demand has been considered in Akella and Kumar (1986). However, the problem of optimal production control for discrete stochastic manufacturing systems with uncertain demands remains open. In this paper, we investigate a case where the exogenous demand forms a homogeneous Poisson flow. Primarily, we show that the optimal production control for such a system is of the threshold control type. In addition, the explicit form of production control policy and the objective functions are provided. Numerical examples are included to demonstrate the results obtained in the paper and to compare with the one in Akella and Kumar
Keywords
discrete systems; minimisation; production control; reliability theory; stochastic processes; backlog cost; continuous stochastic manufacturing systems; cost minimization; discounted inventory holding cost; discrete stochastic manufacturing systems; exogenous demand; failure-prone machine; homogeneous Poisson flow; infinite planning horizon; optimal production control; random demands; stochastic demand; uncertain demands; unreliable machines; Control systems; Costs; Councils; Job shop scheduling; Manufacturing systems; Optimal control; Production control; Production planning; Random variables; Stochastic systems;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.895564
Filename
895564
Link To Document