Collaborative Research: Modeling Material Microstructure Evolution and Fatigue Life of High Strength Metal Components Produced by Laser Melting Additive Process

合作研究:模拟激光熔化增材工艺生产的高强度金属部件的材料微观结构演变和疲劳寿命

基本信息

  • 批准号:
    1563002
  • 负责人:
  • 金额:
    $ 14.99万
  • 依托单位:
  • 依托单位国家:
    美国
  • 项目类别:
    Standard Grant
  • 财政年份:
    2016
  • 资助国家:
    美国
  • 起止时间:
    2016-04-01 至 2020-03-31
  • 项目状态:
    已结题

项目摘要

Additive manufacturing can enable industry to produce on-demand parts at a remote site, in space, or in a battlefield, with minimal inventory, delivery time, and tooling cost. It can also enable researchers to explore new material compositions leading to customized novel properties. To ensure quality of components in laser melting (one of the additive manufacturing processes) and reduce the lead time, it is critical to be able to evaluate material microstructure changes in response to the dynamic high thermal gradient in the process, and the strength of constructed materials under static and dynamic loads after the process. This award supports fundamental research to enable modeling and simulation methods that allow for realistic predictions, process design and optimization, and equipment design of laser melting additive process. The obtained knowledge provides the foundation for researchers and manufacturers to engineer new materials in small lot size at low cost by using laser melting additive process. It can also contribute to understanding the behavior of a broad range of materials in laser melting. Research results will enhance current engineering courses, and provide cross-disciplinary training opportunities for graduate students. The research objectives are to: (1) acquire knowledge on the mechanism of non-equilibrium solidification in laser melting, (2) determine the effects of non-uniform cyclic thermal history due to multilayer construction on microstructure changes, and (3) establish the relationship between the microstructure resulted from laser melting and the material performances. To achieve the first objective, a thermo-mechanical finite element analysis will be constructed to simulate the material addition process of laser melting, a phase-field approach will be created to calculate the time-dependent growth of alloy phase field based on the computed thermal history, and single-pass and multilayer laser melting experiments will be conducted on a medium carbon steel. The correlation between high thermal gradients from computation and the solute trapping phenomenon from experimental observation will be made to reveal the non-equilibrium solidification mechanism. To achieve the second objective, the microstructure evolutions under both single pass and multilayer laser melting processes are compared using the phase field approach, and verified by experiments. Microstructure variations in terms of grain size, phase composition and distribution will be obtained, resulting from different thermal histories of material points. To achieve the third objective, the analytical models for estimating strengths will be established based on the obtained material microstructure, and the fatigue crack initiation life will be estimated based on the minimum energy principle applied when a crack is created along the weakest material point and path.
增材制造可以使工业在远程站点、空间或战场上按需生产零件,以最小的库存、交货时间和工具成本。它还可以使研究人员探索新的材料成分,从而产生定制的新特性。为了确保激光熔化(增材制造工艺之一)过程中部件的质量并缩短交货时间,能够评估过程中动态高热梯度下材料的微观结构变化以及过程后结构材料在静、动载荷下的强度是至关重要的。该奖项支持基础研究,使建模和仿真方法能够实现现实预测,工艺设计和优化,以及激光熔化添加剂工艺的设备设计。所获得的知识为研究人员和制造商利用激光熔化增材工艺以低成本设计小批量新材料提供了基础。它还有助于理解激光熔化过程中各种材料的行为。研究成果将加强现有的工程课程,并为研究生提供跨学科的训练机会。研究目标是:(1)了解激光熔化非平衡凝固机理;(2)确定多层结构导致的非均匀循环热历史对微观组织变化的影响;(3)建立激光熔化后的微观组织与材料性能之间的关系。为了实现第一个目标,将构建热力学有限元分析来模拟激光熔化的材料添加过程,建立基于计算热历史的相场方法来计算合金相场的随时间增长,并在中碳钢上进行单道和多层激光熔化实验。将计算所得的高热梯度与实验观察所得的溶质俘获现象相关联,揭示非平衡凝固机理。为了实现第二个目标,采用相场方法比较了单道次和多层激光熔化过程下的微观组织演变,并通过实验进行了验证。由于材料点的不同热历史,将获得在晶粒尺寸、相组成和分布方面的微观结构变化。为实现第三个目标,将根据获得的材料微观结构建立估算强度的分析模型,并根据沿材料最弱点和路径产生裂纹时应用的最小能量原理估算疲劳裂纹起裂寿命。

项目成果

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Jing Shi其他文献

The utility of Hopkins verbal learning test (Chinese version) for screening dementia and mild cognitive impairment in a Chinese population
霍普金斯言语学习测试(中文版)在中国人群痴呆和轻度认知障碍筛查中的应用
  • DOI:
  • 发表时间:
    2012
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Jing Shi;Jinzhou Tian;M. Wei;Yingchun Miao;Yongyan Wang
  • 通讯作者:
    Yongyan Wang
Effects and Mechanisms of Curcumin on Spatial Learning and Memory Improvment in APPswe/PS1dE9 Mice
姜黄素对 APPswe/PS1dE9 小鼠空间学习和记忆改善的影响及机制
  • DOI:
  • 发表时间:
    2014
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Shucui Jiang;Caixin Su;Ruisheng Li;Hong Wang;Ying Ren;Haiyun Sun;Jinduo Yang;Jianning Sun;Jing Shi
  • 通讯作者:
    Jing Shi
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
通过深度强化学习和记忆增强神经网络进行概念学习
  • DOI:
    10.1016/j.neunet.2018.10.018
  • 发表时间:
    2018-11
  • 期刊:
  • 影响因子:
    7.8
  • 作者:
    Jing Shi;Jiaming Xu;Yiqun Yao;Bo Xu
  • 通讯作者:
    Bo Xu
Magnetic anisotropy of the single crystalline ferromagnetic insulator Cr2Ge2Te6
单晶铁磁绝缘体 Cr2Ge2Te6 的磁各向异性
  • DOI:
    10.7567/jjap.55.033001
  • 发表时间:
    2016
  • 期刊:
  • 影响因子:
    1.5
  • 作者:
    Xiao Zhang;Yuelei Zhao;Qi Song;Shuang Jia;Jing Shi;Wei Han
  • 通讯作者:
    Wei Han
Analysis on building sector’s energy consumption and mitigation potential under SSP2
SSP2下建筑行业的能源消耗和减排潜力分析
  • DOI:
    10.1016/j.egypro.2017.12.179
  • 发表时间:
    2017
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Huan Wang;Nan Li;Wenying Chen;Jing Shi
  • 通讯作者:
    Jing Shi

Jing Shi的其他文献

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{{ truncateString('Jing Shi', 18)}}的其他基金

Equipment: MRI: Track 1 Acquisition of Cryogen-Free Magnetometer for Investigating Novel Magnetic/Superconducting Systems
设备:MRI:第 1 道采购无冷冻剂磁力计,用于研究新型磁/超导系统
  • 批准号:
    2318424
  • 财政年份:
    2023
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Standard Grant
Static and dynamic spin properties in antiferromagnetic thin films and heterostructures
反铁磁薄膜和异质结构的静态和动态自旋特性
  • 批准号:
    2203134
  • 财政年份:
    2022
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Continuing Grant
Exploring van der Waals heterostructure magnetic devices for high-efficiency and high-density memory
探索用于高效高密度存储器的范德华异质结构磁性器件
  • 批准号:
    2051450
  • 财政年份:
    2021
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Standard Grant
EAGER: External Magnetic Field Assisted Laser Metal Deposition of Highly Oriented Crystalline Ni-Based Alloys
EAGER:外部磁场辅助激光金属沉积高取向晶态镍基合金
  • 批准号:
    1746147
  • 财政年份:
    2017
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Standard Grant
Graphene-based all-proximity-coupled quantum spintronic devices
基于石墨烯的全邻近耦合量子自旋电子器件
  • 批准号:
    1610447
  • 财政年份:
    2016
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Standard Grant
Ferrimagnetic Insulator Enabled Quantum Spintronic Effects and Devices
亚铁磁绝缘体实现量子自旋电子效应和器件
  • 批准号:
    1202559
  • 财政年份:
    2012
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Standard Grant
Synthesis and characterization of half-metallic ferromagnetic oxides for organic semiconductor spintronic devices
有机半导体自旋电子器件用半金属铁磁氧化物的合成与表征
  • 批准号:
    0802214
  • 财政年份:
    2008
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Continuing Grant
NER: Nanoscale Molecular Spintronic Materials and Devices
NER:纳米级分子自旋电子材料和器件
  • 批准号:
    0204978
  • 财政年份:
    2002
  • 资助金额:
    $ 14.99万
  • 项目类别:
    Standard Grant

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