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PHASE TRANSFORMATION ADVANCEMENTS OF THE ENRICHED ANALYTIC SOLUTION METHOD FOR ADDITIVE MANUFACTURING APPLICATIONS

机译:增材制造应用中富集解析解方法的相变进阶

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Renewed interest in additive manufacturing (AM) and rapid prototyping technologies has driven great demand for corresponding modeling and simulation tools. While most such models are defined via the finite-element discretization of the relevant multi-physics, the authors have recently developed a method based on the enrichment of classical analytic solutions to the heat equation. The principal advantage of this enriched analytic solution methodology (EASM) is its high computational efficiency that can enable in-the-loop process control in a manner that removes assumptions made for classic analytical solutions and accounts for additional physics. These features enable the efficient and accurate exploration of the high-dimensional AM process parameter space. This work presents a further enrichment of the underlying analytic solutions to include the effects of phase transformation upon melting and solidification, which are shown to he significant in magnitude. It is demonstrated that the available property data for common AM materials are not adequate for accurate thermal modeling (via finite-element, EASM, or other means), and must be improved via future experimental efforts. A discussion of the accuracy and significance of the results achieved, and a summary of further work necessary to bring the EASM to maturity concludes this work.
机译:对增材制造(AM)和快速原型技术的新兴趣推动了对相应建模和仿真工具的巨大需求。尽管大多数此类模型是通过相关多物理场的有限元离散化定义的,但作者最近已经开发了一种基于对热方程经典解析解的丰富化的方法。这种丰富的分析解决方案方法(EASM)的主要优点是其高计算效率,可以消除对经典分析解决方案的假设并考虑其他物理问题,从而可以进行回路中的过程控制。这些功能可以高效,准确地探索高维AM工艺参数空间。这项工作进一步丰富了潜在的分析解决方案,包括相变对熔融和凝固的影响,这在规模上显示出显着意义。事实证明,常见的增材制造材料的可用性能数据不足以进行精确的热建模(通过有限元,EASM或其他方式),并且必须通过未来的实验工作加以改进。对所获得结果的准确性和重要性的讨论以及使EASM走向成熟所需的进一步工作的总结总结了这项工作。

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