DocumentCode :
173931
Title :
Perturbation analysis for discrete flow model: optimization of a manufacturing-remanufacturing system
Author :
Sadok, Turki ; Nidhal, Rezg
Author_Institution :
LGIPM, Univ. de Lorraine, Metz, France
fYear :
2014
fDate :
5-8 Oct. 2014
Firstpage :
2569
Lastpage :
2574
Abstract :
In this paper, a discrete flow model is used to study a manufacturing-remanufacturing system composed by two parallel machines, a serviceable inventory, a recovery inventory and customers who demand a constant quantity of product. The goal of this paper is to evaluate the optimal serviceable inventory level which allows minimizing the sum of inventory and lost sales costs. Perturbation analysis is applied to the discrete flow model to optimize the considered system. The trajectories of the serviceable inventory level are studied and the perturbation analysis estimates are evaluated. The unbiasedness of these estimates is proved and then they are implemented in an optimization algorithm which determines the optimal serviceable inventory in the presence of returned products.
Keywords :
cost reduction; discrete event systems; inventory management; optimisation; perturbation techniques; recycling; customer demand; discrete flow model; lost sales cost reduction; manufacturing-remanufacturing system; optimal serviceable inventory level; optimization; parallel machines; perturbation analysis; product quantity; recovery inventory; returned products; Analytical models; Cost function; Maintenance engineering; Production; Stochastic processes; Trajectory; Manufacturing-remanufacturing system; discrete flow model; perturbation analysis; returned products;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
Type :
conf
DOI :
10.1109/SMC.2014.6974314
Filename :
6974314
Link To Document :
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