An Investigation on Achieving Sustainability in Fused Deposition Modeling via Topology Optimization

Andre Espach, K. Gupta
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引用次数: 1

Abstract

Fused deposition modeling (FDM) is one of the important additive layer manufacturing techniques, used to fabricate products from heated polymer materials. Like other manufacturing processes, sustainability interventions are desirable in FDM to attain energy and resource efficiency simultaneously with good product quality. This paper reports the results of investigation conducted by the authors on effect of topology optimization strategy on quality of FDM parts and sustainability of the process. A total of eighteen experiments have been conducted by varying infill pattern and density at three levels each for optimized and unoptimized topology, based on Taguchi L18 technique. Statistical fitness of the data has been insured by ANOVA. Both infill density and pattern have been found the significant parameters. Better mechanical strength has been obtained for topology optimized FDM parts. A set of confirmation experiments have been conducted followed by quantification of sustainability and indicated that improved mechanical properties simultaneously with enhanced sustainability can be achieved via topology optimization in FDM process
基于拓扑优化的熔融沉积建模可持续性研究
熔融沉积成型(FDM)是一种重要的增材层制造技术,用于从加热的聚合物材料中制造产品。与其他制造过程一样,FDM的可持续性干预是可取的,以同时获得良好的产品质量和能源和资源效率。本文报告了作者对拓扑优化策略对FDM零件质量和工艺可持续性影响的研究结果。基于Taguchi L18技术,在优化和未优化拓扑结构的三个层次上,对不同的填充模式和密度进行了18次实验。数据的统计适应度已通过方差分析来保证。发现充填密度和网型是重要的参数。优化后的FDM零件获得了较好的机械强度。在可持续性量化的基础上,进行了一组验证实验,表明在FDM过程中,通过拓扑优化可以在提高可持续性的同时改善力学性能
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