DocumentCode
1924991
Title
Near-Optimal Production and Maintenance Control for Failure Prone Production Systems with Demand Uncertainty
Author
Liu, Jun ; Rui, Zhi-Yuan ; Zhao, Jun-Tian ; Li, E-min
Author_Institution
Lanzhou Univ. of Technol., Lanzhou
Volume
1
fYear
2007
fDate
19-22 Aug. 2007
Firstpage
539
Lastpage
544
Abstract
Under the circumstances that the demand is uncertain, furthermore, the demand sometimes cannot be satisfied by the production, the paper studies the production and maintenance control problem of failure prone production systems. For the hybrid system, a so-called double level hedging point control policy considering purchasing extra production or maintenance capacity is presented, which has strong dynamic characteristics. By the method that studies the problem from over the finite horizon to over the infinite horizon, meanwhile, utilizing a decomposition method, the corresponding hedging points are obtained respectively. The numerical comparison specifies and to some extent testifies the method.
Keywords
failure analysis; maintenance engineering; manufacturing systems; process control; demand uncertainty; double level hedging point control policy; failure prone production systems; hedging point policy; maintenance control; near-optimal production; purchasing; Continuous production; Control systems; Cybernetics; Infinite horizon; Machine learning; Markov processes; Paper technology; Production systems; Uncertainty; Valves; Hedging point policy; Hybrid system; Maintenance; Markov process;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4244-0973-0
Electronic_ISBN
978-1-4244-0973-0
Type
conf
DOI
10.1109/ICMLC.2007.4370204
Filename
4370204
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