Title :
Impact of random delay on Replenishment and production control strategies
Author :
Hajji, Adnène ; Gharbi, Ali ; Artiba, AbdelHakim
Author_Institution :
Dept. of Oper. & Decision Syst., Laval Univ., Quebec City, QC, Canada
fDate :
May 31 2011-June 3 2011
Abstract :
This paper considers a stochastic optimal control problem of unreliable three stages manufacturing systems. The supplier and the transformation stage are both subject to random events. Moreover, due to the periods of unavailability of the supplier, a random delay could postpone the reception of the order. Our objective is to find a control policy for the supply and production activities that minimizes the incurred cost and to propose a practical approach aiming to evaluate and quantify the control policy. Stochastic dynamic programming and numerical methods combined to a simulation based approach are thus proposed to achieve a close approximation of the production and supply policy. To illustrate the usefulness of the combined approach extensions to cover more complex systems, were optimal control theory may not be easily used, are developed and analyzed. To illustrate the practical usefulness of the approach, an application aiming to develop a quantitative tool to help establishing and negotiating order costs is presented.
Keywords :
delays; dynamic programming; manufacturing systems; numerical analysis; optimal control; production control; stochastic programming; stochastic systems; numerical methods; production control strategies; production policy; random delay; replenishment strategies; simulation based approach; stochastic dynamic programming; stochastic optimal control problem; supply policy; unreliable three stages manufacturing systems; Analytical models; Equations; Manufacturing systems; Mathematical model; Numerical models; Raw materials; Unreliable delayed supply; design of experiment; impulse control theory; numerical methods; simulation;
Conference_Titel :
Logistics (LOGISTIQUA), 2011 4th International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4577-0322-5
DOI :
10.1109/LOGISTIQUA.2011.5939313