Title :
Cellular manufacturing system considering machine availability and deteriorating items: A mathematical model
Author :
Amoozad-khalili, Hossein ; Tavakkoli-Moghaddam, Reza ; Ranjbar-Bourani, Mehdi ; Nourmohammadi, Amir ; Mirzapour, Seyyed Mohammad Javad
Author_Institution :
Islamic Azad Univ.-Nowshahr Branch, Nowshahr, Iran
Abstract :
In this paper, a novel mathematical model is proposed to deal with job scheduling in cellular manufacturing system considering deterioration items. First, a nonlinear integer programming is proposed then transferred to a linear one. The objective function of the proposed model is two-fold. The first part is related to production planning cost such as production cost, inventory holding cost, backordering cost and deterioration cost, and the other part is related to scheduling cost in cellular manufacturing system such as cells setup cost and inter-cell movements. Machine availability and planning horizon are also considered. Due to the complexity of this problem, solving the model using classical optimization methods needs a long computational time so applying branch and bound method is just possible in small problems. So, the performance of the proposed model is verified based on some test problems.
Keywords :
cellular manufacturing; integer programming; job shop scheduling; nonlinear programming; production planning; cellular manufacturing system; cost scheduling; intercell movement; job scheduling; machine availability; mathematical model; nonlinear integer programming; optimization method; production planning; Biological system modeling; Cellular manufacturing; Computational modeling; Job shop scheduling; Mathematical model; Processor scheduling; backorder; cellular manufacturing syste; deteriorating items; machine availability;
Conference_Titel :
Computers and Industrial Engineering (CIE), 2010 40th International Conference on
Conference_Location :
Awaji
Print_ISBN :
978-1-4244-7295-6
DOI :
10.1109/ICCIE.2010.5668260