DocumentCode
1089909
Title
Production control of manufacturing systems with production rate-dependent failure rates
Author
Liberopoulos, George ; Caramanis, Michael
Author_Institution
Dept. of Manuf. Eng., Boston Univ., MA, USA
Volume
39
Issue
4
fYear
1994
fDate
4/1/1994 12:00:00 AM
Firstpage
889
Lastpage
895
Abstract
It is known that for single-part-type production systems with homogeneous Markovian machine failure rates, special single threshold feedback policies, called hedging point policies, are optimal, and the stationary probability distribution of the part-type surplus, for given tentative hedging point values, can be obtained analytically. This approach is extended to multiple threshold policies with production rate-dependent machine failure rates. It is shown that the stationary distribution of the part-type surplus can be obtained under the extended policy and in the presence of production rate-dependent failure rates. The advantage of multiple threshold policies is that they can provide a piecewise constant (step function) approximation of any feedback policy. It is observed that hedging point policies are not always optimal and, in fact, feedback policies are not always optimal either
Keywords
Markov processes; feedback; probability; production control; feedback policy; hedging point policies; homogeneous Markovian machine failure rates; manufacturing systems; multiple threshold policies; part-type surplus; piecewise constant approximation; production control; production rate-dependent failure rates; single-part-type production systems; stationary distribution; stationary probability distribution; Control systems; Failure analysis; Feedback; Flow production systems; Function approximation; Manufacturing systems; Optimal control; Probability distribution; Production control; Production systems;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/9.286278
Filename
286278
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