Capability-based virtual cellular manufacturing systems formation in dual-resource constrained settings using Tabu Search

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• 作者：Maryam Hamedi^a ; ^{Maryam.hamedi@gmail.com} ; G.R. Esmaeilian^b ; ^{g.reza.e@gmail.com} ; N. Ismail^a ; ^{Napsiah@eng.upm.edu.my} ; M.K.A. Ariffin^a ; ^{Khairol@eng.upm.edu.my}
• 关键词：Group technology ; Capability-based virtual cellular manufacturing systems ; Dual-resource constrained setting ; Resource elements ; Goal programming ; Tabu Search
• 刊名：Computers and Industrial Engineering
• 出版年：2012
• 期刊代码：39_03608352
• 类别：et
• 出版时间：May, 2012
• 卷：62
• 期：4
• 页码：953-971
• 文件大小：1353 K

摘要

Formation of Virtual Cellular Manufacturing Systems (VCMSs), as one of the main applications of Group Technology (GT), by presentation of unique and shared capability boundaries of machine tools through defining Resource Elements (REs) creates a good solution for Capability-Based VCMSs (CBVCMSs), which increases opportunities to create systems with more efficient utilizations. Considering workers as the second important resources in Dual-Resource Constraint (DRC) settings makes this problem more serious and critical to research because, in reality, jobs cannot be processed if workers, machines, or both are not available. This paper attempts to form CBVCMSs with DRC settings using a multi-objective mathematical model with a Goal Programming (GP) approach. Using the developed model, parts, machines, and workers are grouped and assigned to the generated virtual cells at the same time. The proposed model is solved through a multi-objective Tabu Search (TS) algorithm to find optimum or near-to-optimum solutions. The validity of the developed model is illustrated by two numerical examples taken from the literature and evaluated through comparing the performance of the CBVCMSs and the original classical CMSs in the System Capacity Utilization (SCU) point of view.