THE FRACTURE MECHANISM OF 475°C EMBRITTLEMENT IN A DUPLEX STAINLESS STEEL

The mechanism of “475°C embrittlement” of a duplex stainless steel was investigated using finite element modelling of the stress distribution at brittle fracture initiation. Brittle fracture initiated at a critical shear stress, which increased with ferrite hardness. The fracture stress was affected by the duplex microstructure. Fracture was nucleated by deformation twins, which were identified using electron back-scatter diffraction. The ductile-to-brittle fracture transition was sensitive to age-hardening and could be described simply by the effect of age-hardening and test temperature on the yield stress.     

Automated manufacturing system discovery and digital twin generation

The latest developments in industry involved the deployment of digital twins for both long and short term decision making, such as supply chain management, production planning and control. Modern production environments are frequently subject to disruptions and consequent modifications. As a result, the development of digital twins of manufacturing systems cannot rely solely on manual operations. Recent contributions proposed approaches to exploit data for the automated generation of the models. However, the resulting representations can be excessively accurate and may also describe activities that are not significant for estimating the system performance. Generating models with an appropriate level of detail can avoid useless efforts and long computation times, while allowing for easier understanding and re-usability. This paper proposes a method to automatically discover manufacturing systems and generate adequate digital twins. The relevant characteristics of a production system are automatically retrieved from data logs. The proposed method has been applied on two test cases and a real manufacturing line. The experimental results prove its effectiveness in generating digital models that can correctly estimate the system performance.     

STRAIN INDUCED STRUCTURAL TRANSITION OF INTERFACES AND TWINS IN A HOT－DEFORMED DUAL－PHASE TIAL ALLOY

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Strength, strain-rate sensitivity and ductility of copper with nanoscale twins

We present a comprehensive computational analysis of the deformation of ultrafine crystalline pure Cu with nanoscale growth twins. This physically motivated model benefits from our experimental studies of the effects of the density of coherent nanotwins on the plastic deformation characteristics of Cu, and from post-deformation transmission electron microscopy investigations of dislocation structures in the twinned metal. The analysis accounts for high plastic anisotropy and rate sensitivity anisotropy by treating the twin boundary as an internal interface and allowing special slip geometry arrangements that involve soft and hard modes of deformation. This model correctly predicts the experimentally observed trends of the effects of twin density on flow strength, rate sensitivity of plastic flow and ductility, in addition to matching many of the quantitative details of plastic deformation reasonably well. The computational simulations also provide critical mechanistic insights into why the metal with nanoscale twins can provide the same level of yield strength, hardness and strain rate sensitivity as a nanostructured counterpart without twins (but of grain size comparable to the twin spacing of the twinned Cu). The analysis also offers some useful understanding of why the nanotwinned Cu with high strength does not lead to diminished ductility with structural refinement involving twins, whereas nanostructured Cu normally causes the ductility to be compromised at the expense of strength upon grain refinement.     

A talking profile to distinguish identical twins

Identical twins pose a great challenge to face recognition due to high similarities in their appearances. Motivated by the psychological findings that facial motion contains identity signatures and the observation that twins may look alike but behave differently, we develop a talking profile to use the identity signatures in the facial motion to distinguish between identical twins. The talking profile for a subject is defined as a collection of multiple types of usual face motions from the video. Given two talking profiles, we compute the similarities of the same type of face motion in both profiles and then perform the classification based on those similarities. To compute the similarity of each type of face motion, we give higher weights to more abnormal motions which are assumed to carry more identity signature information.     

Effects of annealing temperature on the microstructure and properties of the 25Mn-3Si-3Al TWIP steel

Microstructures and mechanical properties of the 25Mn twinning induced plasticity (TWIP) steel at different annealing temperatures were investigated. The results indicated that when the annealing temperature was 1000°C,the 25Mn steel showed ex-cellent comprehensive mechanical properties,the tensile strength was about 640 MPa,the yield strength was higher than 255 MPa,and the elongation was above 82%. The microstructure was analyzed by optical microscopy (OM),X-ray diffraction (XRD),and transmission electron...     

“荆楚安澜”现代水网建设思路与实施路径

从天然河湖水系和人工水利设施两方面分析了“荆楚安澜”现代水网的建设基础,多角度剖析了“荆楚安澜”现代水网建设的重要意义,详细阐述了“荆楚安澜”现代水网的建设思路、目标定位和总体布局,提出推进湖北水网三大功能间、不同行业领域间、不同层级水网间以及相邻水网间的协同融合,开展“荆楚安澜”现代水网建设的主要任务和重大工程及行动,以期通过现代水网建设,为湖北省高质量发展提供坚实的水安全保障。     

平台级实体虚拟兵力仿真及应用研究

为构建虚拟兵力模型体系及其仿真系统,开展对抗式模拟训练与推演,对面向平台级实体虚拟兵力仿真及应用相关技术进行了研究。对计算机生成兵力系统与仿真平台、平台级实体虚拟兵力模型建模方法进行了梳理。对构建基于云仿真的虚兵服务系统相关技术路线、混合式仿真系统形态下兵力成体系仿真中的分布交互技术进行了总结,提出了基于混合体系结构的孪生战场环境仿真架构。最后对该领域存在的问题进行了归纳,为构建虚拟兵力模型体系以及虚拟兵力仿真系统提供方向和指引。     

四川省数字孪生流域知识图谱的设计与实现

知识图谱是数字孪生流域建设知识平台的重要组成部分,本研究以数字孪生流域建设而汇聚的数据底板为基础,依托自顶向下和自底向上相结合的方法,通过总体框架设计,基于BERT-BiLSTM-CRF命名实体识别、Transformer模型的关系抽取、Neo4j的存储和可视化展示完成知识图谱的搭建,并基于知识图谱建设性构建智能问答系统,为四川省数字孪生流域物理流域的全映射提供了支撑,实现了知识的可视化表达、精准查询与智能推荐,为四川省河湖智能管理提供知识性参考。     

智慧水文应用数字孪生5G专网用户自运营管理实践研究--以曲靖市5G智慧水文面店示范站项目为例

中国移动助力云南省曲靖市落地5G智慧水文面店示范站项目实践,融合5G、北斗、云计算、物联网、数字孪生等新技术,基于中国移动OneLink平台和OneNET平台定制开发了曲靖水文5G数字孪生运用管理云平台,提供软硬件总集成服务成功打造曲靖市5G+智慧水文面店示范站。该实践树立了5G专网用户自运营管理的成功标杆,为水文行业以及对5G专网用户自运营管理有需求的政府及企事业单位起到成功案例借鉴复制作用。