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Finite Element Analysis of Inclusion Stiffness and Interfacial Debonding on the Elastic Modulus and Strength of Rubberized Mortar
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作者 Cristian Martínez-Fuentes Pedro Pesante +1 位作者 Karin Saavedra Paul Oumaziz 《Computers, Materials & Continua》 2025年第10期581-595,共15页
Rubberized concrete is one of the most studied applications of discarded tires and offers a promising approach to developing materials with enhanced properties.The rubberized concrete mixture results in a reduced modu... Rubberized concrete is one of the most studied applications of discarded tires and offers a promising approach to developing materials with enhanced properties.The rubberized concrete mixture results in a reduced modulus of elasticity and a reduced compressive and tensile strength compared to traditional concrete.This study employs finite element simulations to investigate the elastic properties of rubberized mortar(RuM),considering the influence of inclusion stiffness and interfacial debonding.Different homogenization schemes,including Voigt,Reuss,and mean-field approaches,are implemented using DIGIMAT and ANSYS.Furthermore,the influence of the interfacial transition zone(ITZ)between mortar and rubber is analyzed by periodic homogenization.Subsequently,the influence of the ITZ is examined through a linear fracture analysis with the stress intensity factor as a key parameter,using the ANSYS SMART crack growth tool.Finally,a non-linear study in FEniCS is carried out to predict the strength of the composite material through a compression test.Comparisons with high density polyethylene(HDPE)and gravel inclusions show that increasing inclusion stiffness enhances compressive strength far more effectively than simply improving the mortar/rubber bond.Indeed,when the inclusions are much softer than the surrounding matrix,any benefit gained on the elastic modulus or strength from stronger interfacial adhesion becomes almost negligible.This study provide numerical evidence that tailoring the rubber’s intrinsic stiffness—not merely strengthening the rubber/mortar interface—is a decisive factor for improving the mechanical performance of RuM. 展开更多
关键词 Rubberized mortar elastic modulus compression strength DEBONDING
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Dissimilar linear friction welding of selective laser melted Inconel 718 to forged Ni-based superalloy AD730TM:Evolution of strengthening phases 被引量:5
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作者 Seyedmohammad Tabaie Farhad Rézaï-Aria +1 位作者 Bertrand C.D.Flipo Mohammad Jahazi 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2022年第1期248-261,共14页
The continuous growth in the manufacture of aerospace components such as blisks has led to an increase in the application of different hybrid materials fabricating methods,and thus the requirements for joining and str... The continuous growth in the manufacture of aerospace components such as blisks has led to an increase in the application of different hybrid materials fabricating methods,and thus the requirements for joining and strengthening of dissimilar welds.According to this goal,selective laser melted(SLM)Inconel718 was joined with forged AD730^(TM)Nickel-based superalloy through linear friction welding(LFW)in this study.Microstructure variation,specifically with respect to secondary phases precipitation was investigated.The microhardness and strengthening mechanisms of the weldment were also studied.The precipitation(volume fraction and size of particles)at different regions of both sides of the weld line was characterized.Close to the weld line,the dissolution ofγ’/γ"and Laves phases and grain refinement occurred which reveals the effects of both compression strain and high temperature on recrystallization and high degree of elemental diffusion in the weld zone(WZ).It is shown that the size,volume fraction,and shape of secondary phases increased and changed(from spherical to long-striped for Laves particles)as we went from the WZ toward the base metal.However,the measured microhardness indicated that the strength of AD730^(TM)alloy depends significantly on the grain size,while strength in SLM Inconel 718 was dominated by shape(or size)and the presence of secondary phases(γ’/γ"and Laves). 展开更多
关键词 Additive manufacturing Linear friction welding Ni-based superalloy PRECIPITATION MICROHARDNESS Strengthening mechanisms
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An Analytical Solution to Neumann-Type Mixed Boundary Poiseuille Microfluidic Flow in Rectangular Channel Cross-Sections (Slip/No-Slip) including a Numerical Technique to Derive It
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作者 Christiane Richter Frederik Kotz +4 位作者 N. Keller Tobias M. Nargang Kai Sachsenheimer Dorothea Helmer Bastian E. Rapp 《Journal of Biomedical Science and Engineering》 2017年第5期205-218,共14页
In most microfluidic applications, pressure-driven Poiseuille flow in a contained cross-section with no-slip boundary conditions is the underlying fluid-mechanical model. Solutions for this problem exist for many know... In most microfluidic applications, pressure-driven Poiseuille flow in a contained cross-section with no-slip boundary conditions is the underlying fluid-mechanical model. Solutions for this problem exist for many known cross-sections. We have recently demonstrated a simple method to solve the relevant Poisson equation using a finite difference scheme in a spreadsheet analysis tool such as Microsoft Excel. The numerical solutions obtained from such a spreadsheet are close-to-exact to the analytical solutions with errors on the order of only a few percent. However, there are numerous applications in microfluidics for which the no-slip boundary condition is not valid. Examples include drag-reducing air-retaining surfaces as well as open-channel flow. For these scenarios few to no analytical models exist. In this paper, we derive an analytical model for mixed boundary conditions (slip/no-slip) in two dimensions in a rectangular channel cross-section. We also demonstrate that the equivalent numerical solution can be derived conveniently by adaption of the spreadsheet. In general, mixed boundary-type flow scenarios are especially difficult to solve analytically whereas numerical solutions can be derived using Microsoft Excel within seconds. 展开更多
关键词 Microfluidics NUMERICS Navier-Stokes Equation SLIP CONDITION NO-SLIP CONDITION
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美国芝加哥国际制造技术展(IMTS2002)综述
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《世界制造技术与装备市场》 2002年第5期22-23,共2页
在世界经济持续低迷,美国经济很不景气的不利形势下,由于美国机械制造技术协会(AMT)的不懈努力,克服了不少困难,IMTS2002终于在9月4~11日在芝加哥McCormick place如期成功举办了。
关键词 美国芝加歌国际制造技术展 IMTS2002 综述 机械制造 展览会
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PSP Based DCG-FGT Transistor Model Including Characterization Procedure on Dummy Cell
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作者 Abderrezak Marzaki Virginie Bidal +3 位作者 Romain Laffont Wencelas Rahajandraibe Jean-Michel Portal Rachid Bouchakour 《Journal of Energy and Power Engineering》 2012年第11期1878-1883,共6页
A new DCG-FGT (dual-control-gate floating-gate transistor) transistor model for static and transient simulations is presented. The PSP MOS (metal-oxide-semiconductor) description is used as a basis for the formula... A new DCG-FGT (dual-control-gate floating-gate transistor) transistor model for static and transient simulations is presented. The PSP MOS (metal-oxide-semiconductor) description is used as a basis for the formulation of the conduction channel behavior. The floating gate potential is implicitly computed with an added charge neutrality relation that ensures a good convergence. The model is running under electrical simulator (ELDO) and is characterized thanks to ICCAP (integrated circuit characterization and analysis program) software. It has been validated on an advanced STMicroelectronics technology. The final objective of this work is to provide an accurate and scalable model available in design framework. This device which is derived from a flash memory cell offers many possibilities for circuit design. 展开更多
关键词 晶体管模型 虚拟单元 PSP 程序 表征 FGT 意法半导体 闪速存储器
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Influence of particle size distribution and normal pressure on railway ballast:A DEM approach
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作者 Z.Yan Ali Zaoui W.Sekkal 《High-Speed Railway》 2025年第1期28-36,共9页
Developing the railway transport sector is a challenging scientific,economic and social research topic starting with ensuring human security.The main topic that should be developed in that sense is the ballast stabili... Developing the railway transport sector is a challenging scientific,economic and social research topic starting with ensuring human security.The main topic that should be developed in that sense is the ballast stability and dynamical behaviour under external loading and environmental changes.This paper investigates the effect of particle size distribution and normal pressure on the mechanical response of a ballast bed.Grading curves of ballast layers with different sizes are illustrated to discuss their strength behaviour under various strains to deduce the significant effect on the direct shear performance of the ballast layer.Direct shear tests with different Particle Size Distribution(PSD)were reproduced using the Discrete Element Method(DEM).It is noticed that when the number of small-sized ballast increases,the shear strength and the friction angle increase to varying degrees under different normal pressures,with an average increase of 27%and 8%,respectively.When the number of large-sized ballast decreases,the shear strength and the friction angle decrease to varying degrees under different normal pressures,with an average decrease of 6%and 3%,respectively. 展开更多
关键词 DEM BALLAST Direct shear test Particle size distribution
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Modeling the Cardiovascular System for the Simulation of Special Cases of Pulmonary Hypertension
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作者 Jefferson Sidoine Tadjonang Tegne René Thierry Djoumessi François Beceau Pelap 《Open Journal of Applied Sciences》 2025年第1期202-219,共18页
This study examines hemodynamic behavior in particular cases of pulmonary hypertension without treatment. Pulmonary hypertension represents an anomalous hemodynamic state and is characterized by an excessively high bl... This study examines hemodynamic behavior in particular cases of pulmonary hypertension without treatment. Pulmonary hypertension represents an anomalous hemodynamic state and is characterized by an excessively high blood pressure in the pulmonary artery. To simulate the hemodynamic abnormalities in pulmonary hypertension under different causes and pathologies, we construct a localized parameter circuit model governed by nonlinear ordinary derivative equations of the human circulatory system. Thus, two special cases are considered, namely pulmonary the artery stenosis and the left ventricular diastolic dysfunction. For each case of pulmonary hypertension development, we determine the relationships between blood pressure and chamber and vessel pressure-volume. When the pulmonary hypertension is due to pulmonary artery stenosis, it appears that the right ventricular pressure increases up to 90 mm Hg, likewise the rise in pulmonary artery resistance induces direct increment in pulmonary artery pressure. However, when the pulmonary hypertension is due to left ventricular diastolic dysfunction, we note that the left atrial pressure and the pulmonary vein pressure augment, leading to the growth of the pulmonary artery blood pressure. The established results within this paper are useful for understanding the hemodynamic mechanism of particular pulmonary hypertension. 展开更多
关键词 Pulmonary Hypertension Hemodynamic Modeling Pulmonary Artery Stenosis Left Ventricular Diastolic Dysfunction
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Mechanical properties and failure mechanisms of coarse carbonaceous mudstone particles as highway embankment filler under coupled temperature-moisture conditions
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作者 ZENG Ling LUO Jintao +7 位作者 ZHANG Hongri GAO Qianfeng BIAN Hanbing LI Junyan ZHANG Guangming YU Huicong SONG Jianping LI Youjun 《Journal of Mountain Science》 2025年第10期3818-3834,共17页
Carbonaceous mudstone is a potential embankment filler in mountainous regions with limited high-quality materials;however,its engineering performance in highway embankments under complex environmental conditions remai... Carbonaceous mudstone is a potential embankment filler in mountainous regions with limited high-quality materials;however,its engineering performance in highway embankments under complex environmental conditions remains poorly understood.This study aimed to investigate the mechanical properties and failure mechanisms of carbonaceous mudstone filler under different temperature-moisture coupled conditions.Triaxial shear tests were conducted under four temperaturemoisture coupled conditions:dry-heat to dry-cold(DHDC),wet-cold to wet-heat(WCWH),dry-cold to wet-heat(DCWH),and dry-heat to wet-cold(DHWC).The effects of these conditions on the strength characteristics,relative breakage ratio,failure mode,and microscopic morphology were examined.A segmented prediction model based on the DuncanChang model was applied to validate the experimental results under the DHWC condition.The failure mechanisms under different conditions were also analyzed.The results indicate that the degradation of carbonaceous mudstone increases in the following order:DHDC,WCWH,DCWH,and DHWC.Under the DHDC condition,the stress-strain curves exhibit strain-softening behavior,while other conditions show strain-hardening behavior,with peak deviatoric stress occurring at 2%and 4%axial strains,respectively.The shear strength decreases by up to 40%under the DHWC condition but remains nearly unchanged under the DHDC condition,showing a positive correlation with particle breakage.As the number of cycles increases,the failure surfaces gradually move downward.Higher confining pressure shifts failure mode from shear failure to shear slip or localized compression,and eventually to overall compression or expansion failure.The modified Duncan-Chang model accurately predicts the experimental results.These findings provide important guidance for the application of carbonaceous mudstone filler in highway embankment construction in humid mountainous regions. 展开更多
关键词 Carbonaceous mudstone Temperature-moisture coupled conditions Mechanical properties Particle breakage Modified Duncan-Chang model
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Engineering core-shell-structured BaAl_(2)O_(4)overlaid Ni catalyst with strong metal-support interaction for durable and efficient CH_(4) dry reforming
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作者 Qiangqiang Xue Kang Hui Lim +7 位作者 Zhehao Sun Binhang Yan Zongyou Yin Ange Nzihou Yujun Wang Guangsheng Luo Feng-Shou Xiao Sibudjing Kawi 《Journal of Energy Chemistry》 2025年第10期807-819,共13页
Dry reforming of methane(DRM)over Ni-based catalysts is an economically reasonable technology for large-scale CO_(2)utilization.However,prolonged Ni sintering and carbon deposition reduce the durability and efficiency... Dry reforming of methane(DRM)over Ni-based catalysts is an economically reasonable technology for large-scale CO_(2)utilization.However,prolonged Ni sintering and carbon deposition reduce the durability and efficiency of DRM,hindering its engineering application.Herein,we propose a facile approach by combining continuous microscale coprecipitation with solid-state reactions to construct a BaAl_(2)O_(4)-overlayer-confined Ni catalyst.The 5-wt%-Ni@BaAl_(2)O_(4)catalyst exhibited advanced CO_(2)and CH_(4)conversions of 96% and 86% at 800℃ and a GHSV of 144 L g_(cat)^(-1).h^(-1).Moreover,the k_(d)-CO_(2)and k_(d)-CH_(4)of Ni@BaAl_(2)O_(4)were 0.0063 and 0.0029 h^(-1);which are approximately half and one-thirds of those of Ni/BaAl_(2)O_(4)and slightly better than those of Ni@MgAl_(2)O_(4),underscoring the versatility of the proposed synthesis protocol for constructing core-shell structures.XAS,HAADF-STEM-EDS,and CO transmission-IR characterizations confirmed the SMSI of~2-nm amorphous BaAl_(2)O_(4)-overlaid~10 nm Ni with an overall mesoporous structure.After a long-term test,the sintering and coking inhibition effects of Ni@BaAl_(2)O_(4)(10→11 nm,0.55 mgCg_(cat)^(-1).h^(-1))outperformed Ni/BaAl_(2)O_(4)(13→22 nm,1.90 mgCg_(cat)^(-1).h^(-1))and Ni@MgAl_(2)O_(4).In situ time-resolved CH4→CO_(2)transient response,DRIFTS experiments,and DFT calculations suggested that Ni@BaAl_(2)O_(4)and Ni/BaAl_(2)O_(4)followed the Mars-van Krevelen and Langmuir-Hinshelwood redox mechanisms,respectively.The functional interfacial lattice oxygen promoted the removal of C_(ads)^(*)on Ni and core-shell structure induced fast CO_(2)adsorption and CO desorption.The present study provides a facile approach for constructing a stable and active Ni-based core-shell catalyst.Furthermore,it offers novel insights into the functionalities of non-reducible spinel overlayers in the DRM process. 展开更多
关键词 Heterogeneous catalysis OVERLAYER CORE-SHELL SINTERING Carbon deposition
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视知觉学习对于识别动态随机点立体图深度运动方向的作用(英文) 被引量:1
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作者 张地 Vincent Nourrit +1 位作者 桑新柱 Jean-Louis de Bougrenet de la Tocnaye 《生物化学与生物物理进展》 SCIE CAS CSCD 北大核心 2017年第7期615-624,共10页
立体视觉不仅指对静态深度信息的感知,也包括对物体在三维空间中的运动方向的判断.本研究记录了人眼对于动态随机点图运动方向的辨别能力以及视觉训练在提高对动态信息分辨能力的作用.实验结果表明,对于没有任何相关经验的视力正常的受... 立体视觉不仅指对静态深度信息的感知,也包括对物体在三维空间中的运动方向的判断.本研究记录了人眼对于动态随机点图运动方向的辨别能力以及视觉训练在提高对动态信息分辨能力的作用.实验结果表明,对于没有任何相关经验的视力正常的受试者,很难分辨出动态随机点的深度运动方向,而视觉训练可以大大提高人眼对物体深度运动方向判断的敏感度.此外,这种视觉训练所达到的效果具有较长时间的持续性(至少6个月).这种通过视觉训练提高受试者对立体运动信息敏感度的方式,为立体视觉相关的实验和研究提供了新的视角. 展开更多
关键词 动态随机点立体图 深度运动 立体视觉 视知觉学习
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专题导读 被引量:1
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作者 孙伟 季新生 《天地一体化信息网络》 2023年第2期1-1,共1页
高通量卫星快速发展以及火箭发射成本的降低,带来卫星宽带技术的普及。当前各个国家正加速部署低轨道卫星互联网项目,卫星互联网将迎来大面积入网的局面。同时卫星互联网的发展也面临巨大的技术挑战,特别是在信息安全领域,设施建设数量... 高通量卫星快速发展以及火箭发射成本的降低,带来卫星宽带技术的普及。当前各个国家正加速部署低轨道卫星互联网项目,卫星互联网将迎来大面积入网的局面。同时卫星互联网的发展也面临巨大的技术挑战,特别是在信息安全领域,设施建设数量越大,融合程度越深,系统的安全隐患越大,卫星互联网被控制、被瘫痪的可能性也越大。如何在新技术不断应用于卫星互联网各种场景的同时,保证国家重要卫星通信网络的信息安全,将是一个长期的核心技术课题。 展开更多
关键词 卫星通信网络 卫星互联网 低轨道卫星 卫星宽带 信息安全 火箭发射 融合程度 高通量
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Development and validation of a thermally regulated atmospheric simulation chamber(THALAMOS): A versatile tool to simulate atmospheric processes 被引量:1
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作者 Noureddin Osseiran Manolis N.Romanias +5 位作者 Vincent Gaudion Maria E.Angelaki Vassileios C.Papadimitriou Alexandre Tomas Patrice Coddeville Frederic Thevenet 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2020年第9期141-154,共14页
Atmospheric simulation chambers,are unique tools for investigating atmospheric processes in the gas and heterogeneous phases.They can provide a controlled yet realistic environment that simulates atmospheric condition... Atmospheric simulation chambers,are unique tools for investigating atmospheric processes in the gas and heterogeneous phases.They can provide a controlled yet realistic environment that simulates atmospheric conditions.In the current study,a Teflon atmospheric simulation chamber of 600 L,named THALAMOS(thermally regulated atmospheric simulation chamber) has been developed and cross-validated.THALAMOS can be operated over the temperature range 233 to 373 K under both static and flow conditions.It is equipped with state of the art instrumentation(selective ion flow tube mass spectrometry(SIFT-MS),long path Fourier transform infrared spectroscopy(FTIR),gas chromatography-mass spectrometry(GC-MS),various analyzers) for the in-line monitoring of both reactants and products.THALAMOS was validated by measuring the rate coefficients of well documented reactions,i.e.the reaction of ethanol with OH radicals and the reaction of dichloromethane with Cl atoms,in a wide temperature range.Two different detection techniques were used in parallel,FTIR and SIFT-MS,to internally cross-validate the obtained results.The measured rate coefficients are in excellent agreement,both between each other and with the literature recommended values.Furthermore,the gas phase oxidation of toluene by Cl atoms(kinetics and product yields) was studied in the temperature range of 253 to 333 K.To the best of our knowledge,THALAMOS is a unique facility on national level and among a few smog chambers internationally that can be operated in such a wide temperature range providing the scientific community with a versatile tool to simulate both outdoor and indoor physicochemical processes. 展开更多
关键词 VERSATILE equipped KINETICS
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The Effects of Accelerated Photooxidation on Molecular Weight and Thermal and Mechanical Properties of PHBV/Cloisite 30B Bionanocomposites 被引量:2
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作者 Kahina Iggui Mustapha Kaci +1 位作者 Nicolas Le Moigne Anne Bergeret 《Journal of Renewable Materials》 SCIE 2018年第3期288-298,共11页
The effects of accelerated photooxidation on the molecular weight and thermal and mechanical properties of Cast PHBV and PHBV/Cloisite 30B(3 wt%)bionanocomposites are investigated herein.Through size exclusion chromat... The effects of accelerated photooxidation on the molecular weight and thermal and mechanical properties of Cast PHBV and PHBV/Cloisite 30B(3 wt%)bionanocomposites are investigated herein.Through size exclusion chromatography(SEC)analysis,a significant decrease in both weight and number average molecular weights was observed for all irradiated samples over time,resulting from the chain scission mechanism.Differential scanning calorimetry(DSC)data indicated a decrease in degree of crystallinity and melting temperature after UV exposure,with the appearance of double melting peaks related to the changes in the crystal structure of PHBV.Thermal stability,tensile and thermo-mechanical properties were also reduced consecutively in photooxidation,being more pronounced for Cast PHBV.This study shows that the incorporation of Cloisite 30B in PHBV provides a better resistance to photooxidation in comparison with the neat polymer. 展开更多
关键词 Poly(3-hydroxybutyrate-co-3-hydroxyvalerate) organo-modified montmorillonite BIONANOCOMPOSITES accelerated photooxidation and degradation
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Topology Optimization for Steady-State Navier-Stokes Flow Based on Parameterized Level Set Based Method 被引量:2
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作者 Peng Wei Zirun Jiang +3 位作者 Weipeng Xu Zhenyu Liu Yongbo Deng Minqiang Pan 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第7期593-619,共27页
In this paper,we consider solving the topology optimization for steady-state incompressibleNavier-Stokes problems via a new topology optimization method called parameterized level set method,which can maintain a relat... In this paper,we consider solving the topology optimization for steady-state incompressibleNavier-Stokes problems via a new topology optimization method called parameterized level set method,which can maintain a relatively smooth level set function with a local optimality condition.The objective of topology optimization is to􀀀nd an optimal con􀀀guration of theuid and solid materials that minimizes power dissipation under a prescribeduid volume fraction constraint.An arti􀀀cial friction force is added to the Navier-Stokes equations to apply the no-slip boundary condition.Although a great deal of work has been carried out for topology optimization ofuidow in recent years,there are few researches on the topology optimization ofuidow with physical body forces.To simulate theuidow in reality,the constant body force(e.g.,gravity)is considered in this paper.Several 2D numerical examples are presented to discuss the relationships between the proposed method with Reynolds number and initial design,and demonstrate the feasibility and superiority of the proposed method in dealing with unstructuredmesh problems.Three 3D numerical examples demonstrate the proposedmethod is feasible in three-dimensional. 展开更多
关键词 Topology optimization parameterized level set method power dissipation no-slip boundary condition Navier-Stokes equations gravity
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Liquid Phase Hydrogenation of Benzalacet0phen0ne:Effect of Solvent,Catalyst Support,Catalytic M etal and Reaction Conditions 被引量:1
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作者 Achim STOLLE Christine SCHM?GER +3 位作者 Bernd ONDRUSCHKA Werner BONRATH Thomas F.KELLER Klaus D.JANDT 《催化学报》 SCIE EI CAS CSCD 北大核心 2011年第8期1312-1322,共11页
Innovative catalysts based on a "porous glass" support material were developed and investigated for the reduction of benzalace-tophenone. The easy preparation conditions and possibility to use different meta... Innovative catalysts based on a "porous glass" support material were developed and investigated for the reduction of benzalace-tophenone. The easy preparation conditions and possibility to use different metals (e.g. Pd, Pt, Rh) for impregnation gave a broad variety of these catalysts. Hydrogenation experiments with these supported catalysts were carried out under different hydrogen pressures and temperatures. Porous glass catalysts with Pd as the active component gave chemoselective hydrogenation of benzalacetophenone, while Pt- and Rh-catalysts tended to further reduce the carbonyl group, especially at elevated hydrogen pressures and temperatures. Kinetic analysis of the reactions revealed these had zero order kinetics, which was independent of the type of porous glass support and solvent used. 展开更多
关键词 CHALCONE HYDROGENATION porous glass supported catalyst
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Use of biopolymers in wastewater treatment:A brief review of current trends and prospects 被引量:1
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作者 Ahmed M.Elgarahy M.G.Eloffy +2 位作者 Eric Guibal Huda M.Alghamdi Khalid Z.Elwakeel 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2023年第12期292-320,共29页
Indeed,polymeric materials have thrived in worldwide sectors over the last five decades due to their versatility and durability,to the point that we can no longer envisage a product that does not contain them.However,... Indeed,polymeric materials have thrived in worldwide sectors over the last five decades due to their versatility and durability,to the point that we can no longer envisage a product that does not contain them.However,many synthetic polymers that have been produced are mostly sourced from petroleum and coal as raw materials,making them environmentally incompatible because they cannot be integrated with what is a natural recycling system.One of the most important aspects of the transition to a circular bioeconomy(CBE)is the provision of more sustainable strategies for resource and waste management.Considering the environmental consequences associated with petroleum-based polymers(PBPs),natural biopolymers,originating from biomass,can be conceived as a promising solution to gradually replace the PBPs,and address,and resolve the potential challenges and prevailing research gaps in the PBPs.The biopolymers have significant advantages over PBPs in terms of low-cost/zero-cost precursors,environmental friendliness,and user-friendliness.The present review dissects the sources,synthesis pathways,structures,characterization,and employment of biopolymers and their composites in water and wastew-ater treatment applications via different scenarios.Furthermore,the CBE model framework proposes potential approaches to applying CBE principles in the wastewater management sector,with a heavy emphasis on not only technology but also organizational and societal reforms.To sum up,the reliance on biopolymers can be considered a crucial tool for assessing the global progress toward CBE,as well as future environmental management and planning. 展开更多
关键词 Biopolymers Biomass BIOSEPARATION COAGULATION PHOTOCATALYSIS Sustainability
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COVAD: Content-oriented video anomaly detection using a self attention-based deep learning model 被引量:1
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作者 Wenhao SHAO Praboda RAJAPAKSHA +3 位作者 Yanyan WEI Dun LI Noel CRESPI Zhigang LUO 《Virtual Reality & Intelligent Hardware》 2023年第1期24-41,共18页
Background Video anomaly detection has always been a hot topic and has attracted increasing attention.Many of the existing methods for video anomaly detection depend on processing the entire video rather than consider... Background Video anomaly detection has always been a hot topic and has attracted increasing attention.Many of the existing methods for video anomaly detection depend on processing the entire video rather than considering only the significant context. Method This paper proposes a novel video anomaly detection method called COVAD that mainly focuses on the region of interest in the video instead of the entire video. Our proposed COVAD method is based on an autoencoded convolutional neural network and a coordinated attention mechanism,which can effectively capture meaningful objects in the video and dependencies among different objects. Relying on the existing memory-guided video frame prediction network, our algorithm can significantly predict the future motion and appearance of objects in a video more effectively. Result The proposed algorithm obtained better experimental results on multiple datasets and outperformed the baseline models considered in our analysis. Simultaneously, we provide an improved visual test that can provide pixel-level anomaly explanations. 展开更多
关键词 Video surveillance Video anomaly detection Machine learning Deep learning Neural network Coordinate attention
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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems:A Review 被引量:4
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作者 Sibo Cheng César Quilodrán-Casas +14 位作者 Said Ouala Alban Farchi Che Liu Pierre Tandeo Ronan Fablet Didier Lucor Bertrand Iooss Julien Brajard Dunhui Xiao Tijana Janjic Weiping Ding Yike Guo Alberto Carrassi Marc Bocquet Rossella Arcucci 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第6期1361-1387,共27页
Data assimilation(DA)and uncertainty quantification(UQ)are extensively used in analysing and reducing error propagation in high-dimensional spatial-temporal dynamics.Typical applications span from computational fluid ... Data assimilation(DA)and uncertainty quantification(UQ)are extensively used in analysing and reducing error propagation in high-dimensional spatial-temporal dynamics.Typical applications span from computational fluid dynamics(CFD)to geoscience and climate systems.Recently,much effort has been given in combining DA,UQ and machine learning(ML)techniques.These research efforts seek to address some critical challenges in high-dimensional dynamical systems,including but not limited to dynamical system identification,reduced order surrogate modelling,error covariance specification and model error correction.A large number of developed techniques and methodologies exhibit a broad applicability across numerous domains,resulting in the necessity for a comprehensive guide.This paper provides the first overview of state-of-the-art researches in this interdisciplinary field,covering a wide range of applications.This review is aimed at ML scientists who attempt to apply DA and UQ techniques to improve the accuracy and the interpretability of their models,but also at DA and UQ experts who intend to integrate cutting-edge ML approaches to their systems.Therefore,this article has a special focus on how ML methods can overcome the existing limits of DA and UQ,and vice versa.Some exciting perspectives of this rapidly developing research field are also discussed.Index Terms-Data assimilation(DA),deep learning,machine learning(ML),reduced-order-modelling,uncertainty quantification(UQ). 展开更多
关键词 ASSIMILATION OVERCOME apply
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The Effects of Gamma Irradiation on Molecular Weight, Morphology and Physical Properties of PHBV/Cloisite 30B Bionanocomposites 被引量:1
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作者 Kahina Iggui Mustapha Kaci +2 位作者 Mohamed Mahlous Nicolas Le Moigne Anne Bergeret 《Journal of Renewable Materials》 SCIE 2019年第9期807-820,共14页
In this paper,the effects of gamma irradiation on Cast poly(3-hydroxybutyrate-co-3-hydroxyvalerate)(PHBV)and PHBV/Cloisite 30B(C30B)(3 wt%)bionanocomposite prepared by melt compounding,were evaluated at various doses,... In this paper,the effects of gamma irradiation on Cast poly(3-hydroxybutyrate-co-3-hydroxyvalerate)(PHBV)and PHBV/Cloisite 30B(C30B)(3 wt%)bionanocomposite prepared by melt compounding,were evaluated at various doses,i.e.,5,15,20,50 and 100 kGy at room temperature in air.Changes in molecular weight,morphology and physical properties were investigated.The study showed that the main degradation mechanism occurring in gamma irradiation in both Cast PHBV and C-PHBV/3C30B bionanocomposite is chain scission,responsible for the decrease of molecular weight.Differential scanning calorimetry(DSC)data indicated a regular decrease in crystallization temperature,melting temperature and crystallinity index for all irradiated samples with increasing the dose.Further,DSC thermograms of both Cast PHBV and PHBV bionanocomposite exhibited double melting peaks due probably to changes in the PHBV crystal structure.Tensile and DMA data showed a reduction in Young’s modulus,strength,elongation at break and storage modulus with the radiation dose;the decrease was however more pronounced for Cast PHBV.The morphological damages were much less pronounced for the PHBV bionanocomposite sample compared to Cast PHBV,for which some irregularities and defects were observed at 100 kGy.This study highlighted the ability of C30B to counterbalance the detrimental effect of radiolytic degradation on the functional properties of PHBV up to 100 kGy,thus acting as a potential anti-rad. 展开更多
关键词 Poly(3-hydroxybutyrate-co-3-hydroxyvalerate)(PHBV) bionano-composite cloisite 30B gamma irradiation DEGRADATION
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Shear Strength of Unbound Crop By-Products Using the Direct Shear Box Apparatus
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作者 Morgan Chabannes Frédéric Becquart Nor-Edine Abriak 《Journal of Renewable Materials》 SCIE 2019年第9期855-863,共9页
The return to old building methods by mixing crop by-products with mineral binders is arousing great interest in Europe since about 25 years.The use of these bio-aggregates based materials for the design of building e... The return to old building methods by mixing crop by-products with mineral binders is arousing great interest in Europe since about 25 years.The use of these bio-aggregates based materials for the design of building envelopes is a valuable opportunity to deal with increasingly demanding thermal regulations.In addition,the regulatory framework is moving towards reducing the overall car-bon footprint of new buildings.Some traditional and historic buildings are based on timber framing with earth-straw as infill material for instance.Hemp concrete is a bio-based material that can be manually tamped in timber stud walls or more recently in the form of precast blocks.Owing to their low compressive strength,bio-based concretes using a large volume fraction of plant-derived aggregates are only considered as thermal and sound insulation materials.The structural design practice of wood frame walls does not assume any mechanical contribution of hemp concrete whereas it may contribute to the racking strength of the structure.In this context,more research is needed regarding the shear behavior of crop by-products and bio-based concretes.In this case,the objective of the study was to perform direct shear tests under three levels of normal pressure on hemp shiv and rice husk as unbound crop by-products.The results showed that the friction angle of the granular skeleton based on rice husk for a given relative displacement was significantly lower than that measured on hemp shiv.This is in accordance with what had been observed on bio-based concretes cast by mixing aggregates with lime and shear strength parameters measured by means of triaxial compression. 展开更多
关键词 Plant-derived aggregates direct shear test racking strength friction angle bio-based concretes
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