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Modeling segregated solutes in plastically deformed alloys using coupled molecular dynamics-Monte Carlo simulations
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作者 Hariprasath Ganesan Godehard Sutmann 《Journal of Materials Science & Technology》 2025年第10期98-108,共11页
A microscopic understanding of the complex solute-defect interaction is pivotal for optimizing the alloy’s macroscopic mechanical properties.Simulating solute segregation in a plastically deformed crystalline system ... A microscopic understanding of the complex solute-defect interaction is pivotal for optimizing the alloy’s macroscopic mechanical properties.Simulating solute segregation in a plastically deformed crystalline system at atomic resolution remains challenging.The objective is to efficiently model and predict a phys-ically informed segregated solute distribution rather than simulating a series of diffusion kinetics.To ad-dress this objective,we coupled molecular dynamics(MD)and Monte Carlo(MC)methods using a novel method based on virtual atoms technique.We applied our MD-MC coupling approach to model off-lattice carbon(C)solute segregation in nanoindented Fe-C samples containing complex dislocation networks.Our coupling framework yielded the final configuration through efficient parallelization and localized en-ergy computations,showing C Cottrell atmospheres near dislocations.Different initial C concentrations resulted in a consistent trend of C atoms migrating from less crystalline distortion to high crystalline distortion regions.Besides unraveling the strong spatial correlation between local C concentration and defect regions,our results revealed two crucial aspects of solute segregation preferences:(1)defect ener-getics hierarchy and(2)tensile strain fields near dislocations.The proposed approach is generic and can be applied to other material systems as well. 展开更多
关键词 Molecular dynamics Monte Carlo Virtual atoms Solute segregation Cottrell atmosphere Off-lattice
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Symmetry breaking in spoke double-ring structures formed by buckling-guided 3D assembly
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作者 Xiaoran Yang Jianzhong Zhao +2 位作者 Alexander Hartmaier Yonggang Huang Yihui Zhang 《Theoretical & Applied Mechanics Letters》 2025年第1期25-31,共7页
The buckling-guided three-dimensional(3D)assembly method has arisen increasing attention for its advantages in forming complex 3D architectures with a rich diversity of geometric shapes in a broad spectrum of inorgani... The buckling-guided three-dimensional(3D)assembly method has arisen increasing attention for its advantages in forming complex 3D architectures with a rich diversity of geometric shapes in a broad spectrum of inorganic functional materials.Such an assembly method relies on the controlled lateral bucking of a 2D precursor structure integrated with a pre-stretched substrate at selective regions.In the assembly process,the preservation or break-ing of rotational symmetry is crucial for understanding the mechanism of 2D-to-3D geometric transformation.Here,we present a fundamental study on the rotational symmetry of 3D spoke double-ring structures formed through buckling-guided assembly.An energetic method is introduced to analyze the rotational symmetry and to understand the symmetry-breaking mechanism.Such symmetry-breaking phenomenon is validated by experi-ments and finite element analyses(FEA).Phase diagrams of the deformation mode are established to shed light on the influences of various geometric parameters(e.g.,initial rotational symmetry order,radius ratio,and lo-cation of bonding sites).This work offers new insights into the underlying mechanism of 2D-to-3D geometric transformation in ribbon-type structures formed by compressive buckling. 展开更多
关键词 Buckling-guided 3D assembly Rotational symmetry POST-BUCKLING Instability
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Nanopore-assisted rapid Cr diffusion in irradiated additive-manufactured steel
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作者 Jia-ying Zhou Si-yi Qiu +6 位作者 Meng-meng Yang Huan-chun Wu Juan Hou Yan-wei Zhang Shui-yong Wang Ai-jun Huang Hao Wang 《Journal of Iron and Steel Research International》 2025年第8期2539-2546,共8页
Additively manufactured stainless steel exhibits different oxidation and corrosion properties compared with traditional counterparts.Molecular dynamics simulations were performed to systematically investigate Cr diffu... Additively manufactured stainless steel exhibits different oxidation and corrosion properties compared with traditional counterparts.Molecular dynamics simulations were performed to systematically investigate Cr diffusion near nanopores,in order to elucidate the fast formation of dense oxidation layers in laser powder bed fusion processed 304L stainless steel after ion irradiation.The influence of pore diameter and temperature on Cr diffusion was studied in Fe simulation boxes with 1 at.%Cr and random nanometric pores.The results show that the existence of nanopores significantly accelerates Cr diffusion,facilitating the formation of oxide layers.While increasing with temperature,the diffusion coefficient does not increase uniformly with pore diameter.Regarding the nanopores with diameters of 4.82-13.25Å,the diffusion coefficient of Cr in their vicinity is maximized at diameter of about 6Å.The specific fast diffusion paths near the nanopores were exposed and discussed. 展开更多
关键词 Corrosion STEEL Additive manufacturing IRRADIATION DIFFUSION Oxidation
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Excellent strength-ductility synergy property of wire-arc additively manufactured Mg-Gd-Y-Zr alloy investigated by heat treatment
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作者 Jiamin Li Meng Huang +7 位作者 Juan Hou Xingbin Wang Gaopeng Xu Yi Yang Ning Mo Yun Shi Laichang Zhang Weineng Tang 《Journal of Magnesium and Alloys》 2025年第8期3673-3688,共16页
In this work,the GW63K(Mg-6.54Gd-3.93Y-0.41Zr,wt.%)alloy wire was utilized as the feedstock material and the thin-walled component was fabricated using wire-arc additive manufacturing technology(WAAM).The microstructu... In this work,the GW63K(Mg-6.54Gd-3.93Y-0.41Zr,wt.%)alloy wire was utilized as the feedstock material and the thin-walled component was fabricated using wire-arc additive manufacturing technology(WAAM).The microstructural evolution during deposition and subsequent heat treatment was explained through multi-scale microstructural characterization techniques,and the impact of heat treatment on the strengthductility synergy of the deposited alloy was systematically compared.The results showed that the microstructure of the deposited sample was mainly composed of fine equiaxedα-Mg grains and Mg_(24)(Gd,Y)_(5) phase.The optimized solution heat treatment(450℃×2 h)had little effect on the grain size,but can effectively reduce the Mg_(24)(Gd,Y)_(5) eutectic phase on the grain boundary,resulting in a significant increase in elongation from 13.7% to 26.6%.After peak-aging treatment,the strength of the GW63K alloy increased to 370 MPa,which was significantly higher than the as-built state(267 MPa).The superior strength in this study is attributed to the refinement strengthening imparted by the fine microstructure inherited in the as-built GW63K alloy,as well as the precipitation strengthening due to the formation of dense β’precipitates with a pronounced plate-like aspect ratio. 展开更多
关键词 Mg-Gd-Y-Zr alloy Wire-arc additive manufacturing Microstructure Heat treatment Strength-ductility synergy
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Artificial Neural Networks for Optimizing Alumina Al_(2)O_(3)Particle and Droplet Behavior in 12kK Ar-H_(2)Atmospheric Plasma Spraying
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作者 Ridha Djebali Bernard Pateyron +7 位作者 Mokhtar Ferhi Mohamed Ouerhani Karim Khemiri Montassar Najari M.Ammar Abbassi Chohdi Amri Ridha Ennetta Zied Driss 《Frontiers in Heat and Mass Transfer》 2025年第2期441-461,共21页
This paper investigates the application of Direct Current Atmospheric Plasma Spraying(DC-APS)as a versatile thermal spray technique for the application of coatings with tailored properties to various substrates.The pr... This paper investigates the application of Direct Current Atmospheric Plasma Spraying(DC-APS)as a versatile thermal spray technique for the application of coatings with tailored properties to various substrates.The process uses a high-speed,high-temperature plasma jet to melt and propel the feedstock powder particles,making it particularly useful for improving the performance and durability of components in renewable energy systems such as solar cells,wind turbines,and fuel cells.The integration of nanostructured alumina(Al_(2)O_(3))thin films into multilayer coatings is considered a promising advancement that improves mechanical strength,thermal stability,and environmental resistance.The study highlights the importance of understanding injection parameters and their impact on coating properties and uses simulation tools such as the Jets&Poudres(JP)code for in-depth analysis.Furthermore,the paper discusses the implementation of Artificial Neural Networks(ANN)to optimize the coating process by predicting flight characteristics and improving operating conditions.The results show that ANN models are effective in achieving highly accurate prediction values,highlighting the potential of AI in improving thermal spray technology. 展开更多
关键词 ANN modeling and simulation powder injection particle dynamics and heat transfer impact characteristics analysis
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一种改进的遗传算法及其在布局优化中的应用 被引量:49
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作者 唐飞 腾弘飞 《软件学报》 EI CSCD 北大核心 1999年第10期1096-1102,共7页
该文以人造卫星舱布局为背景,研究二维带平衡及不干涉等约束的国集在圆容器内的布局优化问题,属于NP-困难问题.文章提出一种求解此类问题的改进的遗传算法,即十进制编码控制参数自适应遗传算法从而缓解了“组合爆炸”和遗传算法... 该文以人造卫星舱布局为背景,研究二维带平衡及不干涉等约束的国集在圆容器内的布局优化问题,属于NP-困难问题.文章提出一种求解此类问题的改进的遗传算法,即十进制编码控制参数自适应遗传算法从而缓解了“组合爆炸”和遗传算法的早熟收敛问题.文章给出两个算例(其中一个为作者构造的已知最优解的算例),计算结果表明了此算法的有效性,并且优于数学规划的乘子法的计算结果.此遗传可推广应用于其他布局优化问题的求解. 展开更多
关键词 卫星舱 布局优化 遗传算法 人造卫星
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Improving the hard magnetic properties by intragrain pinning for Ta doped nanocrystalline Ce-Fe-B alloys 被引量:7
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作者 J.S.Zhang W. Li +5 位作者 X.F. Liao H.Y. Yu L.Z. Zhao H.X. Zeng D.R. Peng Z.W. Liu 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2019年第9期1877-1885,共9页
To develop Ce based permanent magnets with high performance/cost ratio, Ta doping is was employed to enhance the magnetic performance of Ce-Fe-B alloys. For melt spun Cei7Fe78-xTaxB6 (x = 0-1) alloys, the coercivity H... To develop Ce based permanent magnets with high performance/cost ratio, Ta doping is was employed to enhance the magnetic performance of Ce-Fe-B alloys. For melt spun Cei7Fe78-xTaxB6 (x = 0-1) alloys, the coercivity Hc increases from 439 to 553 kA/m with increasing x value from 0 to 0.75. Microstructure characterizations indicate that Ta doping is helpful for grain refinement. A second phase of TaB2 is observed in Ce17Fe77.25Tao.75B6 alloy, which acts as the pinning center of the magnetic domains, resulting in the change of coercivity mechanism from nucleation type to nucleation +pinning type. The micromagnetic simulation confirms that non-magnetic particles within hard magnetic phase can increase the demagnetization field around them and it is crucial for preventing the further magnetization reverse by pinning effect. Take the advantage of Ta doping for enhancing the coercivity, Ce content of Ce-Fe-B alloy can be further cut down to increase the remanence Jr due to the reduced volume fraction of CeFe2 phase and increased Fe/Ce ratio. As a result, a good combination of magnetic properties with Hc = 514 kA/m, Jr = 0.49 T, and the maximum energy product (BH)max = 36 kJ/m^3 have been obtained in Ce15Fe79.25Tao.75B6 alloy. It is expected that the present work can serve as a useful reference for designing new permanent magnetic materials with low-cost. 展开更多
关键词 MELT-SPINNING PERMANENT MAGNETS Second phase COERCIVITY mechanism Thermal stability
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Thermodynamic descriptions of quaternary Mg-Al-Zn-Bi system supported by experiments and their application in descriptions of solidification behavior in Bi-additional AZ casting alloys 被引量:3
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作者 Ying Tang Yongsheng Li +2 位作者 Weimin Zhao Irina Roslyakova Lijun Zhang 《Journal of Magnesium and Alloys》 SCIE EI CAS 2020年第4期1238-1252,共15页
16 Mg-Al-Zn-Bi quaternary alloys were utilized to measure the phase equilibria and transformation temperatures in the Mg-rich Mg-Al-Zn-Bi quaternary system by means of the X-ray diffraction,electron probe micro-analys... 16 Mg-Al-Zn-Bi quaternary alloys were utilized to measure the phase equilibria and transformation temperatures in the Mg-rich Mg-Al-Zn-Bi quaternary system by means of the X-ray diffraction,electron probe micro-analysis and differential scanning calorimetry techniques.The isothermal section at 400℃and three vertical sections along Mg-8 wt%Al-0.75 wt%Zn-vBi,Mg-3.4 wt%Al-0.5 wt%Zn-ABi and Mg-6.9 wt%Al-2.3 wt%Zn-xBi in the Mg-Al-Zn-Bi quaternary system were constructed.Based on the literature data,the ternary Mg-Al-Bi and Mg-Bi-Zn systems were re-assessed using the CALculaiton of PHAse Diagram(CALPHAD)approach.The calculated phase equilibria agree well with the measured data.By directly extrapolating the constituent sub-ternary systems,the thermodynamic database for the Mg-Al-Zn-Bi quaternary system was developed.The remarkable consistency between the predicted phase equilibria and the presently measured data in Mg-Al-Zn-Bi quaternary system further demonstrated the accuracy and reliability of the established thermodynamic database.After that,by using the newly developed thermodynamic database,the growth restrict factors and the solidification curves in Bi-containing AZ series magnesium alloys were calculated and analyzed.It was confirmed that the grain size of AZ alloys can be refined with the addition of Bi,and the comp on ent Al had larger grain refinement effect than Bi.Besides,the amount of Bi had also no ticeable effect on the solidification sequence of the AZ alloys. 展开更多
关键词 Mg-Al-Zn-Bi quaternary system Phase equilibira CALPHAD Thermodynamics Solidification behavior.
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Particulate matters collected from ceramic factories in Lampang Province affecting rat lungs 被引量:1
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作者 Duriya FONGMOON Surathat PONGNIKORN +1 位作者 Aphiruk CHAISENA Sitthichai IAMSAARD 《Journal of Zhejiang University-Science B(Biomedicine & Biotechnology)》 SCIE CAS CSCD 2014年第1期75-83,共9页
Background: Lung cancer ranks as the fifth largest of all cancer cases in Thailand. However, it is the first leading cancer in the northern part of Thailand (data from 2003-2007). There are several predisposing cau... Background: Lung cancer ranks as the fifth largest of all cancer cases in Thailand. However, it is the first leading cancer in the northern part of Thailand (data from 2003-2007). There are several predisposing causes that lead to lung cancer and one important inducement is particulate matters (PMs). Lampang Province in Thailand is famous for the ceramic industry, where there are over 200 ceramic industrial factories. PMs are produced during the ceramic manufacturing process and spread throughout all of the working areas. It is very possible that workers could directly inhale PM-contaminated air during working hours. Objective: This study focuses on the toxic effects of PMs collected from ceramic factories on genes and lungs of rats. Methods: PMs collected from six ceramic factories in Lampang Province were extracted using dimethyl sulfoxide (DMSO). The inductively coupled plasma mass spec- trometry (ICP-MS) and inductively coupled plasma optical emission spectrometry (ICP-OES) were used to analyze the chemical elements at lower and higher concentrations, respectively. Then, the toxicity of PMs on the genes was ex- amined by the Ames test, and subsequently, the effect of PMs on DNA was examined by quantifying the amount of 8-hydroxy-2'-deoxyguanosine (8-OHdG). Finally, the toxicity of the PMs on rat's lungs was examined by histology. Results: As chemical elements of lower concentrations, cadmium, chromium, nickel, copper, and lead were detected by ICP-MS. As chemical elements of higher concentrations, manganese, magnesium, zinc, iron, potassium, calcium, and sodium were detected by ICP-OES. No mutagenicity in Salmone/la typhimurium was found in the PM extracts from all six factories by utilizing the Ames test. In the histological study, the reduction in spaces of alveolar ducts and sacs, and terminal bronchioles, the thickening of interstitial connective tissues were noted by PM extracts in high amounts (100 and 350 pg). Female rats were more sensitive to PM extracts than males in terms of their pulmonary damages. Conclusions: PMs were not mutagenic to S. typhimurium but can damage the lung tissue of rats. 展开更多
关键词 Particulate matter (PM) Ceramic factory Lampang Province Rat lung
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Intelligent Support System for Healthcare Logistics 4.0 Optimization in the Covid Pandemic Context 被引量:1
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作者 Paul-Eric Dossou Luiza Foreste Eric Misumi 《Journal of Software Engineering and Applications》 2021年第6期233-256,共24页
<span style="font-family:Verdana;">The covid pandemic points out inconsistencies and points to improve in the organization of healthcare logistics. Indeed, the dangerousness and the propagation process... <span style="font-family:Verdana;">The covid pandemic points out inconsistencies and points to improve in the organization of healthcare logistics. Indeed, the dangerousness and the propagation process of the virus imply to increase health security (patient and personal health). In this context, healthcare logistics flows require a new and safety organization improving the hospital performance. The purpose of this paper consists in optimizing healthcare logistics flows by solving problems associated to the internal logistics such as reduction of the personal health wasting time and the protection of both patients and personal health. Then, the methodology corresponds to the use of the hospital sustainable digital transformation as a response to healthcare flows and safety problems. Indeed, social, societal and environmental aspects have to be considered in addition to new technologies such as artificial intelligence (AI), Internet of Things (IoTs), Big data and analytics. These parameters could be used in the healthcare for increasing doctor, nurse, caregiver performance during their daily operations, and patient satisfaction. Indeed, this hospital digital transformation requires the use of large data associated to patients and personal health, algorithms, a performance measurement tool (actual and future state) and a general approach for transforming digitally the hospital flows. The paper findings show that the healthcare logistics performance could be improved with a sustainable digital transformation methodology and an intelligent software tool. This paper aims to develop this healthcare logistics 4.0 methodology and to elaborate the intelligent support system. After an introduction presenting the common hospital flows and their main problems, a literature review will be detailed for showing how existing concepts could contribute to the elaboration of a structured methodology. The structure of the intelligent software tool for the healthcare digital transformation and the tool development processes will be presented. An example will be given for illustrating the development of the tool.</span> 展开更多
关键词 Healthcare Logistics 4.0 Industry 4.0 Lean Manufacturing Artificial Intelligence Intelligent Support System IoT Big Data Analytics
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科技中国论坛——科技进步与社会协同治理的国际思考——协同治理的精神——对现代技术.伦理和民主的质疑及解决的途径 被引量:2
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作者 西尔万.拉维勒 《科技中国》 2005年第6期64-69,共6页
目前,建设和谐社会已成为引导中国社会朝着健康、稳定发展方向迈进的关键步骤。一个时期以来,我国经济持续快速增长,但经济与社会发展的不协调问题也日渐突出。于是.如何统筹经济与社会的发展。促进群体利益的协调,进一步维护社会... 目前,建设和谐社会已成为引导中国社会朝着健康、稳定发展方向迈进的关键步骤。一个时期以来,我国经济持续快速增长,但经济与社会发展的不协调问题也日渐突出。于是.如何统筹经济与社会的发展。促进群体利益的协调,进一步维护社会稳定成为人们关注的焦点。与此同时,一场有关协同治理的讨论,也在国际范围内展开,其背景正是人类社会在科技推动的高速发展中,出现了各种不协调和冲突,由此对现代科技、伦理、民主以及治理方式产生质疑和反思。从这个角度上看,中国建设和谐社会正是不期而遇地汇入了这场国际潮流,可以预见,一场有关”治理”的革命在不久的将来必将发生,或许现在已经悄然而至,为此,我们要作好准备。《科技中国》将在6月5日举办“科技进步与社会协同治理的国际思考”论坛,本期发表的几篇国际专家的文章,可以看作是这次论坛的“前奏”,更多精彩文章将在下期刊出。 展开更多
关键词 中国 科技进步 社会发展 可持续发展 伦理道德
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Transfer or blockage:Unraveling the interaction between deformation twinning and grain boundary in tantalum under shock loading with molecular dynamics 被引量:3
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作者 Z.C.Meng M.M.Yang +7 位作者 A.H.Feng S.J.Qu F.Zhao L.Yang J.H.Yao Y.Yang Q.B.Fan H.Wang 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2023年第25期118-128,共11页
The interaction between{112}<111>deformation twinning and grain boundary in coaxial polycrystalline tantalum under shock compression was studied with molecular dynamics simulation under different grain pair miso... The interaction between{112}<111>deformation twinning and grain boundary in coaxial polycrystalline tantalum under shock compression was studied with molecular dynamics simulation under different grain pair misorientation angles(MA)and geometric compatibility factor(m’).Generally,in the coaxial polycrystal,the value of MA determines the occurrence of twin transfer(TT)or twin blockage(TB),i.e.,twin transfer occurs at MA≤29°with twin blockage otherwise.Under TT,the value of m’affects the selection of twin variants.,i.e.,the twin system with a larger m’is easier to active.The morphology of twin pairs is ruler-shaped and lenticular under TT and TB,respectively,with different thickening mechanisms,including grain boundary dislocation emission. 展开更多
关键词 PLASTICITY Grain boundary TWIN Atomistic simulation TANTALUM
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Digital Transformation of Small and Medium Sized Enterprises Production Manufacturing 被引量:3
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作者 Manel Koumas Paul-Eric Dossou Jean-Yves Didier 《Journal of Software Engineering and Applications》 2021年第12期607-630,共24页
Industry 4.0 concepts have brought about a wind of renewal in the organization of companies and their production methods. However, this integration is subject to obstacles when it comes to Small and Medium sized Enter... Industry 4.0 concepts have brought about a wind of renewal in the organization of companies and their production methods. However, this integration is subject to obstacles when it comes to Small and Medium sized Enterprises—SMEs: the costs of new technologies to be acquired, the level of maturity of the company regarding its level of digitization and automation, human aspects such as training employees to master new technologies, reluctance to change, etc. This article provides a new framework and presents an intelligent support system to facilitate the digital transformation of SMEs. The digitalization is realized through physical, informational, and decisional points of view. To achieve the complete transformation of the company, the framework combines the triptych of performance criteria (cost, quality, time) with the notions of sustainability (with respect to social, societal, and environmental aspects) and digitization through tools to be integrated into the company’s processes. The new framework encompasses the formalisms developed in the literature on Industry 4.0 concepts, information systems and organizational methods as well as a global structure to support and assist operators in managing their operations. In the form of a web application, it will exploit reliable data obtained through information systems such as Enterprise Resources Planning—ERP, Manufacturing Execution System—MES, or Warehouse Management System—WMS and new technologies such as artificial intelligence (deep learning, multi-agent systems, expert systems), big data, Internet of things (IoT) that communicate with each other to assist operators during production processes. To illustrate and validate the concepts and developed tools, use cases of an electronic manufacturing SME have been solved with these concepts and tools, in order to succeed in this company’s digital transformation. Thus, a reference model of the electronics manufacturing companies is being developed for facilitating the future digital transformation of these domain companies. The realization of these use cases and the new reference model are growing up and their future exploitation will be presented as soon as possible. 展开更多
关键词 Industry 4.0 Small and Medium Enterprises Human-Machine Interface Cyber-Physical System Artificial Intelligence Internet of Things Information Systems Advanced Robotics Lean Manufacturing DMAIC
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Formation mechanism of three-fold{1011}_(α) twins during β to α phase transformation in titanium 被引量:1
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作者 Z.C.Meng J.H.Zhang +6 位作者 D.Li H.Guo H.Wang D.S.Xu Z.B.Zhao Q.J.Wang R.Yang 《Journal of Materials Science & Technology》 CSCD 2024年第27期138-141,共4页
Twin structures have been intensively studied for improving the strength and plasticity of metallic materials[1-8].To achieve a high strength of alloys without loss of ductility,researchers have controlled the microst... Twin structures have been intensively studied for improving the strength and plasticity of metallic materials[1-8].To achieve a high strength of alloys without loss of ductility,researchers have controlled the microstructures containing a high density of twin boundaries(TBs),which can hinder and generate dislocations[9-13]. 展开更多
关键词 strength TRANSFORMATION DUCTILITY
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PREFACE
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作者 Dong Faqin 《矿物学报》 CAS CSCD 北大核心 2013年第S1期9-9,共1页
This Program&Abstracts booklet comprises the consolidated Extended Abstracts submitted to the 11th International Congress for Applied Mineralogy(ICAM),held at Southwest University of Science and Technology (SWUST)... This Program&Abstracts booklet comprises the consolidated Extended Abstracts submitted to the 11th International Congress for Applied Mineralogy(ICAM),held at Southwest University of Science and Technology (SWUST)in Mianyang,China,on 07-10 July 2013. 展开更多
关键词 submitted SUBMISSION SOUTHWEST printed PROCEEDINGS PROCEEDINGS PREFACE acceptance REVIEWER CONTRIBUTIONS
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INTRODUCTION
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作者 Maarten A.T.M. 《矿物学报》 CAS CSCD 北大核心 2013年第S1期6-6,共1页
The International Council for Applied Mineralogy Congress(ICAM)is the most important regular gathering of applied mineralogists.The ICAM2013,to be held at Southwest University of Science and Technology (SWUST)in Miany... The International Council for Applied Mineralogy Congress(ICAM)is the most important regular gathering of applied mineralogists.The ICAM2013,to be held at Southwest University of Science and Technology (SWUST)in Mianyang,China,on07-10July,is our 11th meeting.It has been 32 years since the inaugural meeting in Johannesburg,South Africa in1981and this decenary event perhaps heralds a new era for Applied Mineralogy as we tackle a whole new set of challenges facing our world today.At our last 展开更多
关键词 Africa TODAY FACING challenges perhaps SOUTHWEST GATHERING INTRODUCTION TACKLE registered
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Recent advances in machine learning-assisted fatigue life prediction of additive manufactured metallic materials:A review 被引量:4
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作者 H.Wang S.L.Gao +14 位作者 B.T.Wang Y.T.Ma Z.J.Guo K.Zhang Y.Yang X.Z.Yue J.Hou H.J.Huang G.P.Xu S.J.Li A.H.Feng C.Y.Teng A.J.Huang L.-C.Zhang D.L.Chen 《Journal of Materials Science & Technology》 CSCD 2024年第31期111-136,共26页
Additive manufacturing features rapid production of complicated shapes and has been widely employed in biomedical,aeronautical and aerospace applications.However,additive manufactured parts generally exhibit deteriora... Additive manufacturing features rapid production of complicated shapes and has been widely employed in biomedical,aeronautical and aerospace applications.However,additive manufactured parts generally exhibit deteriorated fatigue resistance due to the presence of random defects and anisotropy,and the prediction of fatigue properties remains challenging.In this paper,recent advances in fatigue life prediction of additive manufactured metallic alloys via machine learning models are reviewed.Based on artificial neural network,support vector machine,random forest,etc.,a number of models on various systems were proposed to reveal the relationships between fatigue life/strength and defect/microstructure/parameters.Despite the success,the predictability of the models is limited by the amount and quality of data.Moreover,the supervision of physical models is pivotal,and machine learning models can be well enhanced with appropriate physical knowledge.Lastly,future challenges and directions for the fatigue property prediction of additive manufactured parts are discussed. 展开更多
关键词 FATIGUE Additive manufacturing Metallic alloys Machine learning
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Plastic deformation modelling of tempered martensite steel block structure by a nonlocal crystal plasticity model
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作者 Martin Boeff Anxin Ma Alexander Hartmaier 《Theoretical & Applied Mechanics Letters》 CAS 2014年第5期44-49,共6页
The plastic deformations of tempered martensite steel representative volume elements with different martensite block structures have been investi- gated by using a nonlocal crystal plasticity model which considers iso... The plastic deformations of tempered martensite steel representative volume elements with different martensite block structures have been investi- gated by using a nonlocal crystal plasticity model which considers isotropic and kinematic hardening produced by plastic strain gradients. It was found that pro- nounced strain gradients occur in the grain boundary region even under homo- geneous loading. The isotropic hardening of strain gradients strongly influences the global stress-strain diagram while the kinematic hardening of strain gradi- ents influences the local deformation behaviour. It is found that the additional strain gradient hardening is not only dependent on the block width but also on the misorientations or the deformation incompatibilities in adjacent blocks. 展开更多
关键词 plastic deformation nonlocal crystal plasticity model representative volumnelement STEEL
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Microstructure evolution and phase transitions in metals simulated by the multiphase-field method
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作者 Ingo STEINBACH 《Baosteel Technical Research》 CAS 2010年第S1期25-,共1页
The phase-field method has emerged as the method of choice for the description of microstructure evolution and phase transitions in metallic materials.Following general thermodynamic laws a set of evolution equations ... The phase-field method has emerged as the method of choice for the description of microstructure evolution and phase transitions in metallic materials.Following general thermodynamic laws a set of evolution equations for the structural variables of the system,the so called phase-fields,are derived.The paper reviews shortly the theoretical background of the multi-phase-field.Different examples demonstrating the applicability of the method to technical steels will be presented ranging from deformation of the dendritic strand shell during peritectic transformation,grain growth in Austenite to stress driven growth of Pearlite. 展开更多
关键词 multi-phase field model SOLIDIFICATION solid state phase transformation grain growth
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Atomistic Investigation of Shock-Induced Amorphization within Micro-shear Bands in Hexagonal Close-Packed Titanium 被引量:1
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作者 Z.C.Meng K.G.Wang +10 位作者 T.Ali D.Li C.G.Bai D.S.Xu S.J.Li A.H.Feng G.J.Cao J.H.Yao Q.B.Fan H.Wang R.Yang 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2024年第9期1590-1600,共11页
The mechanical response of a single crystal titanium sample against(0001)α surface impact was investigated using molecular dynamics simulation.Remarkably,non-uniform plastic deformation was observed in the sample.At ... The mechanical response of a single crystal titanium sample against(0001)α surface impact was investigated using molecular dynamics simulation.Remarkably,non-uniform plastic deformation was observed in the sample.At high strain rates,amorphization occurred near the edge of the contact region where severe shear strain induced a large number of stacking faults(SFs)and dislocations.In contrast,the central part of the contact region underwent less deformation with significantly fewer dislocations.Moreover,instead of amorphization by consuming SFs and dislocations,there was a gradual increase in the density of dislocations and SFs during the process of amorphization.These local amorphous regions eventually grew into shear bands. 展开更多
关键词 Shock compression Amorphization Shear band TITANIUM Molecular dynamics
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