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傅驰林, 刘斌. 3D打印模型节材优化[J]. 计算机辅助设计与图形学学报, 2017, 29(4): 742-750.
引用本文: 傅驰林, 刘斌. 3D打印模型节材优化[J]. 计算机辅助设计与图形学学报, 2017, 29(4): 742-750.
Fu Chilin, Liu Bin. Material Saving Optimization of 3D Printed Objects[J]. Journal of Computer-Aided Design & Computer Graphics, 2017, 29(4): 742-750.
Citation: Fu Chilin, Liu Bin. Material Saving Optimization of 3D Printed Objects[J]. Journal of Computer-Aided Design & Computer Graphics, 2017, 29(4): 742-750.

3D打印模型节材优化

Material Saving Optimization of 3D Printed Objects

  • 摘要: 针对3D打印材料费用昂贵问题,提出一种改进的蒙皮-桁架结构快速构建与优化方案,使打印模型的体积在满足产品物理机械性能、受力平衡性、自平衡性和可打印性等多约束条件下实现最小化,达到节省打印耗材、降低成本的目的.利用网格简化策略快速构建表层桁架结构,与原始网格模型在拓扑上保持相似性,避免桁架与蒙皮之间的冲突;基于实验分析,提出无内节点的内部桁架构建方法,可大幅缩短整体优化时间,且可在保证满足力学约束条件下获得更优的节材效果;将力学准则法与粒子群优化算法有机结合,利用满应力法计算桁架结构的支杆半径作为优化算法的初始值,提高算法在全局范围内搜索最优解的能力和效率,实现桁架结构支杆截面尺寸与系统拓扑结构协同优化的目标.实验结果表明,该方法健壮、有效,具有成本优势和效率优势.

     

    Abstract: In order to achieve the goal of saving material and lowering the cost, a scheme is proposed to quickly build and optimize improved skin-truss structure, which minimizes the volume of the printing objects under constrained conditions including physical and mechanical properties, force balance, self-balance, and printability. A mesh simplification strategy is utilized to rapidly build exterior truss structure, which maintains topology similarity of the original mesh to avoid conflicts between truss and skin. A method based on experimental analysis is put forward to construct interior truss structure without interior nodes, which not only can significantly shorten the overall optimization time, but also achieves better results in saving material under mechanical constraints, combining mechanics criteria method and particle swarm optimization algorithm, utilizing full stress method to calculate the strut radius of the truss structure, and considering them as initial value of the optimization algorithm, improving the capacity and efficiency of the algorithm in the search for globally optimal solutions, and realizing to optimize the cross-sectional dimensions and the topological structure of truss structure simultaneously. The test results show that the method described above is robust, efficient and cost-effective.

     

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