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Capacity Scalability Planning Algorithms for Job-shop-type Reconfigurable Manufacturing Systems with Dynamic Demands개별 공정 형태의 재구성형 제조시스템에 대한 동적 생산용량 결정 알고리즘

Other Titles
개별 공정 형태의 재구성형 제조시스템에 대한 동적 생산용량 결정 알고리즘
Authors
Li, XuebinKim, Hyeon-IlLee, Dong-Ho
Issue Date
Jun-2024
Publisher
Korean Institute Of Industrial Engineers
Keywords
Reconfigurable Manufacturing Systems; Capacity Scalability; Dynamic Demands; Backward Heuristics; Variable Neighborhood Search Algorithms
Citation
Journal of the Korean Institute of Industrial Engineers, v.50, no.3, pp 157 - 172
Pages
16
Indexed
KCI
Journal Title
Journal of the Korean Institute of Industrial Engineers
Volume
50
Number
3
Start Page
157
End Page
172
URI
https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/210484
DOI
10.7232/JKIIE.2024.50.3.157
ISSN
1225-0988
2234-6457
Abstract
This study addresses dynamic capacity scalability planning for job-shop-type reconfigurable manufacturing systems (RMSs). The problem is to determine the system components that satisfies the part demands and the minimum workstation utilization in each period of a planning horizon. For the basic case of non-decreasing demands, the previous model is extended by considering a limited number of pallets. After formulating the problem that minimizes the sum of component acquisition and configuration change costs as a nonlinear integer programming model with closed queueing network estimations of part throughputs and workstation utilizations, two backward heuristics are proposed that determine the system components from the last to the first period. Computational results show that they outperform the previous ones significantly. In addition, for the general case of fluctuating demands, two variable neighborhood search (VNS) algorithms are proposed that minimize the sum of component acquisition/removal and configuration change costs, and computational results are reported.
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