MULTIPLE-STAGE MULTIPLE-MACHINE CAPACITATED LOT-SIZING AND SCHEDULING WITH SEQUENCE-DEPENDENT SETUP: A CASE STUDY IN THE WHEEL INDUSTRY

被引:1
|
作者
Deeratanasrikul, Lalida [1 ]
Mizuno, Shinji [1 ]
机构
[1] Tokyo Inst Technol, Grad Sch Decis Sci & Technol, Tokyo 1528552, Japan
基金
日本学术振兴会;
关键词
Lot-sizing; scheduling; multiple-stage production; sequence-dependent setup time; mixed integer programming; relax-and-fix heuristic solution; EXTENSIONS; TIMES; COSTS;
D O I
10.3934/jimo.2016024
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper studies a real-world problem of simultaneous lot-sizing and scheduling in a capacitated flow shop. The problem combines two significant characteristics in production which are multiple-stage production with heterogeneous multiple machines and sequence-dependent setup time. Setup time does not hold the triangle inequality, thus there may be a setup for a product without actual production. Consequently, a novel mixed integer programming (MIP) formulation is proposed and tested on real data sets of wheel production. Exact approaches cannot find a feasible solution for the model in a reasonable time, so MIP-based heuristics are developed to solve the model more quickly. Test results show that the formulation is able to contain the problem requirements and the heuristics are computationally effective. Moreover, the obtained solution can improve on a real practice at the plant.
引用
收藏
页码:411 / 426
页数:16
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