Mixed integer programming;
Brewery industry;
MIP based heuristic;
Production planning and scheduling;
PARALLEL MACHINES;
TIMES;
HEURISTICS;
MODELS;
D O I:
10.1016/j.cie.2014.02.008
中图分类号:
TP39 [计算机的应用];
学科分类号:
081203 ;
0835 ;
摘要:
This study considers a production lot sizing and scheduling problem in the brewery industry. The underlying manufacturing process can be basically divided into two main production stages: preparing the liquids including fermentation and maturation inside the fermentation tanks; and bottling the liquids on the filling lines, making products of different liquids and sizes. This problem differs from other problems in beverage industries due to the relatively long lead times required for the fermentation and maturation processes and because the "ready" liquid can remain in the tanks for some time before being bottled. The main planning challenge is to synchronize the two stages (considering the possibility of a "ready" liquid staying in the tank until bottling), as the production bottlenecks may alternate between these stages during the planning horizon. This study presents a novel mixed integer programming model that represents the problem appropriately and integrates both stages. In order to solve real-world problem instances, MIP-based heuristics are developed, which explore the model structure. The results show that the model is able to comprise the problem requirements and the heuristics produce relatively good-quality solutions. (C) 2014 Elsevier Ltd. All rights reserved.
机构:
Univ Porto, Fac Engn, P-4200465 Oporto, Portugal
FEUP, Inst Engn Sistemas & Computadores Porto Campus, P-4200465 Oporto, PortugalUniv Porto, Fac Engn, P-4200465 Oporto, Portugal
机构:
Univ Estadual Paulista Unesp, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista Unesp, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
Araujo, Silvio Alexandre
;
Clark, Alistair
论文数: 0引用数: 0
h-index: 0
机构:
Univ W England, Dept Engn Design & Math, Bristol BS16 1QY, Avon, EnglandUniv Estadual Paulista Unesp, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
机构:
Univ Porto, Fac Engn, P-4200465 Oporto, Portugal
FEUP, Inst Engn Sistemas & Computadores Porto Campus, P-4200465 Oporto, PortugalUniv Porto, Fac Engn, P-4200465 Oporto, Portugal
机构:
Univ Estadual Paulista Unesp, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, BrazilUniv Estadual Paulista Unesp, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil
Araujo, Silvio Alexandre
;
Clark, Alistair
论文数: 0引用数: 0
h-index: 0
机构:
Univ W England, Dept Engn Design & Math, Bristol BS16 1QY, Avon, EnglandUniv Estadual Paulista Unesp, Dept Matemat Aplicada, BR-15054000 Sao Jose Do Rio Preto, SP, Brazil