Residual stress prediction in machining of parts fabricated by directed energy deposition

IF 11.1 1区 工程技术 Q1 ENGINEERING, MANUFACTURING Additive manufacturing Pub Date : 2025-04-04 DOI:10.1016/j.addma.2025.104765
Shenliang Yang , Alistair Speidel , Adam T. Clare , Chris Bennett , Xiaoliang Jin
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Abstract

The residual stress exhibited in post-machined metallic components fabricated by directed energy deposition (DED) determines their final mechanical performance and reliability in mission-critical applications. This study develops a numerical model to predict the final surface residual stress after the orthogonal cutting of DED-produced IN718, which integrates two critical factors: DED-induced initial residual stress states and microstructure properties. Using the developed modeling procedure, the penetration depth of post-machining into the initial residual stress distribution can be effectively quantified, which aligns with residual stress measurements through X-ray diffraction. The developed model is further employed to quantify the cumulative effects of initial residual stress states and grain size on cutting forces and final surface residual stress profiles. The results suggest that, under the given orthogonal cutting conditions of DED parts, variations in the initial residual stress states of the chip formation region have negligible effects on cutting forces. However, magnitudes of surface compressive residual stress in the longitudinal direction reduce by 21.8 %-52.3 % as the initial residual stress states shift from compressive-dominant to tensile-dominant, and decrease by 23.8 %-54.0 % as the built-in grain size (dg_x) increases from 10 μm to 100 μm. With a comprehensive understanding of post-machining DED processes using this numerical modeling procedure, post-treatment techniques can now be tailored to achieve surface residual stress profiles on DED-generated or other additively manufactured metallic components to meet various industrial requirements.
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定向能沉积加工零件的残余应力预测
定向能沉积(DED)金属零件加工后的残余应力决定了其在关键任务应用中的最终力学性能和可靠性。本研究建立了一个数值模型来预测d - d加工IN718正交切削后的最终表面残余应力,该模型综合了两个关键因素:d - d诱导的初始残余应力状态和微观组织特性。利用开发的建模程序,可以有效地量化加工后对初始残余应力分布的渗透深度,这与x射线衍射测量的残余应力一致。该模型进一步量化了初始残余应力状态和晶粒尺寸对切削力和最终表面残余应力分布的累积影响。结果表明,在给定的正交切削条件下,切屑形成区初始残余应力状态的变化对切削力的影响可以忽略不计。当初始残余应力状态由压缩为主转变为拉伸为主时,纵向表面残余压应力大小降低了21.8% % ~ 52.3% %,当内置晶粒尺寸(dg_x)从10 μm增加到100 μm时,纵向表面残余压应力大小降低了23.8% % ~ 54.0% %。通过使用该数值模拟程序全面了解加工后的DED过程,现在可以定制后处理技术,以实现DED生成或其他增材制造的金属部件的表面残余应力分布,以满足各种工业要求。
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来源期刊
Additive manufacturing
Additive manufacturing Materials Science-General Materials Science
CiteScore
19.80
自引率
12.70%
发文量
648
审稿时长
35 days
期刊介绍: Additive Manufacturing stands as a peer-reviewed journal dedicated to delivering high-quality research papers and reviews in the field of additive manufacturing, serving both academia and industry leaders. The journal's objective is to recognize the innovative essence of additive manufacturing and its diverse applications, providing a comprehensive overview of current developments and future prospects. The transformative potential of additive manufacturing technologies in product design and manufacturing is poised to disrupt traditional approaches. In response to this paradigm shift, a distinctive and comprehensive publication outlet was essential. Additive Manufacturing fulfills this need, offering a platform for engineers, materials scientists, and practitioners across academia and various industries to document and share innovations in these evolving technologies.
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