The multi-manned joint assembly line balancing and feeding problem

被引:7
|
作者
Zangaro, Francesco [1 ,2 ]
Minner, Stefan [1 ,3 ]
Battini, Daria [2 ]
机构
[1] Tech Univ Munich, Logist & Supply Chain Management, Arcisstr 21, D-80333 Munich, Germany
[2] Univ Padua, Dept Management & Engn, Stradella S Nicola 3, I-36100 Vicenza, VI, Italy
[3] Munich Data Sci Inst, Garching, Germany
关键词
Joint assembly line balancing and feeding problem; mixed integer linear programming; adaptive large neighbourhood search; part feeding problem; multi-manned assembly line; DECISION-MODEL; WORKERS; STOCKING; PRODUCT; SYSTEMS; DESIGN; CUTS;
D O I
10.1080/00207543.2022.2103749
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The Joint Assembly Line Balancing and Feeding Problem (JALBFP) assigns a line feeding mode to each component (Assembly Line Feeding Problem) and each task to a workplace of a station (Assembly Line Balancing Problem). Current literature offers numerous optimisation models that solve these problems sequentially. However, only few optimisation models, provide a joint solution. To solve the JALBFP for a multi-manned assembly line, we propose a Mixed Integer Linear Programming (MILP) model and a heuristic that relies on the Adaptive Large Neighborhood Search (ALNS) framework by considering multiple workplaces per station and three different feeding policies: line stocking, travelling kitting and sequencing. The objective function minimises the cost of the whole assembly system which considers supermarket, transportation, assembly operations, and investment costs. Although the JALBFP requires higher computation times, it leads to a higher total cost reduction compared to the sequential approach. Through a numerical study, we validate the heuristic approach and find that the average deviation to the MILP model is around 1%. We also compare the solution of the JALBFP with that of the sequential approach and find an average total cost reduction of 10.1% and a maximum total cost reduction of 43.8%.
引用
收藏
页码:5543 / 5565
页数:23
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