Joint production and transportation scheduling in flexible manufacturing systems

被引:90
作者
Fontes, Dalila B. M. M. [1 ,3 ]
Homayouni, Seyed Mahdi [1 ,2 ]
机构
[1] Univ Porto, INESC TEC, LIAAD, Porto, Portugal
[2] Islamic Azad Univ, Lenjan Branch, Dept Ind Engn, Esfahan, Iran
[3] Univ Porto, Fac Econ, Porto, Portugal
关键词
Flexible manufacturing system; Integrated scheduling; Mixed integer linear programming model; GENETIC ALGORITHM; MACHINES; DESIGN;
D O I
10.1007/s10898-018-0681-7
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 [运筹学与控制论]; 120117 [社会管理工程];
摘要
This work proposes an integrated formulation for the joint production and transportation scheduling problem in flexible manufacturing environments. In this type of systems, parts (jobs) need to be moved around as the production operations required involve different machines. The transportation of the parts is typically done by a limited number of Automatic Guided Vehicles (AGVs). Therefore, machine scheduling and AGV scheduling are two interrelated problems that need to be addressed simultaneously. The joint production and transportation scheduling problem is formulated as a novel mixed integer linear programming model. The modeling approach proposed makes use of two sets of chained decisions, one for the machine and another for the AGVs, which are inter-connected through the completion time constraints both for machine operations and transportation tasks. The computational experiments on benchmark problem instances using a commercial software (Gurobi) show the efficiency of the modeling approach in finding optimal solutions.
引用
收藏
页码:879 / 908
页数:30
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