Integrated mixed-model assembly line balancing and parts feeding with supermarkets

被引:8
|
作者
Delice, Yilmaz [1 ]
Aydogan, Emel Kizilkaya [2 ]
Himmetoglu, Salih [3 ]
Ozcan, Ugur [4 ]
机构
[1] Kayseri Univ, Dept Int Trade & Logist, Kayseri, Turkey
[2] Erciyes Univ, Dept Ind Engn, Kayseri, Turkey
[3] Kayseri Univ, Dept Management & Org, Kayseri, Turkey
[4] Gazi Univ, Dept Wood Prod Ind Engn, Ankara, Turkey
关键词
Mixed -model assembly line balancing; Parts feeding; Supermarkets; Ant colony optimization; Simulated annealing; ANT COLONY OPTIMIZATION; GENETIC ALGORITHM; HEURISTIC SOLUTION; ERGONOMIC RISKS; DESIGN;
D O I
10.1016/j.cirpj.2022.12.002
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the automotive industry, decentralized in-house logistic areas called supermarkets are used for parts feeding to mixed-model assembly lines. In the literature, generally, the number of supermarkets and their locations are determined according to a previously balanced assembly line. As a result, supermarket lo-cations have to be completely dependent on the line balance. There may be more than one solution that gives the same performance criterion value in the line balancing. Among these alternative solutions, it is more reasonable to use a solution that provides lower logistics costs than others. For this purpose, in this study, the mixed-model assembly line balancing problem and the supermarket location problem are con-sidered simultaneously. Accordingly, in order to minimize the total costs of the assembly line and super-markets, a mixed-integer mathematical model is developed, and the developed model is solved by using constraint programming (CP). In addition, a new approach based on Ant Colony Optimization (ACO) and Simulated Annealing (SA) is presented for large-sized problems. An illustrative example problem is solved using both the developed model and the proposed algorithm. The effectiveness of the proposed approach is tested through a new data set of test problems presented to the literature for a computational experiment. The experimental results show that the total costs are reduced meaningfully and a more realistic and ap-plicable structure is achieved by the proposed approach.(c) 2022 CIRP.
引用
收藏
页码:1 / 18
页数:18
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