4.7 Article

Online order scheduling of multi 3D printing tasks based on the additive manufacturing cloud platform

期刊

JOURNAL OF MANUFACTURING SYSTEMS
卷 63, 期 -, 页码 23-34

出版社

ELSEVIER SCI LTD
DOI: 10.1016/j.jmsy.2022.02.007

关键词

Additive manufacturing; Cloud platform; Order scheduling; Online scheduling

资金

  1. National Natural Science Foundation of China [72171116, 71671090, 71871117]
  2. Fundamental Research Funds for the Central Universities of China [NP2020022]

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This paper studies cloud-based additive manufacturing, proposes a realistic online scheduling scenario, and constructs a mixed integer linear programming model to solve the 3D printing online scheduling problem. Simulation results show that the proposed algorithm can effectively solve this problem.
Cloud-based additive manufacturing is one of the important forms of cloud manufacturing service platform, which can match manufacturing resources for multi-task requirements to further improve the utilization of idle resources and achieve cost reductions. This paper proposes a more realistic scenario of online scheduling rather than offline scheduling, in which tasks arrive randomly. According to the scenario, a mixed integer linear pro-gramming model of multi 3D printing tasks based on the additive manufacturing cloud platform is constructed, with the goal of minimizing the average cost per volume of material. A heuristic strategy is proposed to solve the problem, and different scale instances are tested to compare the performance. Simulation shows that the pro-posed algorithm can effectively solve the 3D printing online scheduling problem.

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