A Mathematical Programming Model for Minimizing Energy Consumption on a Selective Laser Melting Machine

被引:0
作者
Yu, Chunlong [1 ]
Lin, Junjie [1 ]
机构
[1] Tongji Univ, Sch Mech Engn, Shanghai 201804, Peoples R China
基金
中国国家自然科学基金;
关键词
3D printing; selective laser melting; energy saving; nesting; scheduling; mathematical programming; 90-10; OPTIMIZATION; ALGORITHM;
D O I
10.3390/math12162507
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The scheduling problem in additive manufacturing is receiving increasing attention; however, few have considered the effect of scheduling decisions on machine energy consumption. This research focuses on the nesting and scheduling problem of a single selective laser melting (SLM) machine to reduce total energy consumption. Based on an energy consumption model, a nesting and scheduling problem is formulated, and a mixed integer linear programming model is proposed. This model simultaneously determines part-to-batch assignments, part placement in the batch, and the choice of build orientation to reduce the total energy consumption of the SLM machine. The energy-saving potential of the model is validated through numerical experiments. Additionally, the effect of the number of alternative build orientations on energy consumption is explored.
引用
收藏
页数:20
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