DocumentCode
3243077
Title
Optimal control of a continuous-review integrated production — Forecasting system with stock-dependent demand and deteriorating items
Author
Hedjar, Ramdane ; Abid, Chaifk ; Tadj, Lotfi
Author_Institution
Coll. of Comput. & Inf. Sci., King Saud Univ., Riyadh, Saudi Arabia
fYear
2011
fDate
19-21 April 2011
Firstpage
1
Lastpage
6
Abstract
We consider in this paper a manufacturing system where the demand rate during a certain period depends on the demand rate of the previous period and on the inventory level, items in inventory are subject to deterioration, and the firm adopts a continuous-review policy. In contrast to most of the existing research which uses time series forecasting models, we propose a new model, the dependent demand rate, which integrates the forecasting component into the production planning problem. We use optimal control theory to derive the optimal production rate. Simulations are conducted in order to show the performance of the obtained solution. The theoretical and the simulations results allow gaining insights into operational issues and demonstrating the scope for improving stock control systems.
Keywords
forecasting theory; manufacturing systems; optimal control; production control; production planning; stock control; continuous-review integrated production; deteriorating item; forecasting system; inventory level; manufacturing system; optimal control; production planning; stock-dependent demand rate; Computational modeling; Forecasting; Mathematical model; Optimal control; Production; Riccati equations; deterioration; forecasting; optimal control; production; stock-dependent demand;
fLanguage
English
Publisher
ieee
Conference_Titel
Modeling, Simulation and Applied Optimization (ICMSAO), 2011 4th International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4577-0003-3
Type
conf
DOI
10.1109/ICMSAO.2011.5775566
Filename
5775566
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