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Wind-Front Interaction within Oceanic Mixed Layer Following a Storm in the Southern Ocean:Insights from a Submesoscale-Permitting Simulation
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作者 Yongqing CAI Ruibo LEI +1 位作者 Dake CHEN Lichuan WU 《Advances in Atmospheric Sciences》 2025年第12期2399-2410,共12页
The oceanic mixed layer in the Southern Ocean is characterized by numerous fronts due to the stirring of freshwater influxes arising from ice melting.The interaction of these fronts with winds modulates the evolution ... The oceanic mixed layer in the Southern Ocean is characterized by numerous fronts due to the stirring of freshwater influxes arising from ice melting.The interaction of these fronts with winds modulates the evolution of the mixed layer and affects atmosphere−ocean energy exchanges.However,the underlying mechanism behind the wind-front interaction remains obscure due to a lack of three-dimensional observations of the ocean,particularly in terms of velocities.To address this issue,this study investigates the dynamics of fronts within the mixed layer during a storm by employing a subset of the global submesoscale-permitting simulation,Northeast Weddell Sea Pre-SWOT Level-4 Hourly MITgcm LLC4320 Native Grid 2km Oceanographic Dataset(ROAM_MIZ).We first compare the ROAM_MIZ data to glider data to assess the performance of the model simulation and find that the ROAM_MIZ can,to a large degree,capture sub-mesoscale features within a mixed layer.Subsequent analyses based on a subset of ROAM_MIZ show that lateral density gradients within the mixed layer rapidly decrease during high winds associated with the storm.Down-front winds accelerate this process as the Ekman buoyancy transport responsible for enhancing the instability of the fronts is primarily dominated by horizontal baroclinic components.After the storm,the fronts strengthen again in the presence of weaker winds due to the frontogenesis by the larger-scale strain.Moreover,the non-geostrophic turbulence induces a modification of the relative vorticity,affecting the instability within the mixed layer.These findings offer valuable guidance for the deployment of observational instruments and subsequent analysis,as well as deepen the understanding of air−sea interactions in the Southern Ocean. 展开更多
关键词 Southern Ocean wind-front interaction submesoscale-permitting simulation non-geostrophic shear
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基于Plant Simulation的装配生产线规划方法 被引量:1
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作者 陈光霞 《机械管理开发》 2025年第3期278-280,共3页
在工厂进行智能化改造或新建厂时,为节约开发成本,提高开发效率,必须进行工厂装配线规划。论述了利用Plant Simulation工厂仿真软件进行装配线规划的具体方法与过程,对规划过程中的功能模型的建立、装配过程的制定、Petri图及建模仿真... 在工厂进行智能化改造或新建厂时,为节约开发成本,提高开发效率,必须进行工厂装配线规划。论述了利用Plant Simulation工厂仿真软件进行装配线规划的具体方法与过程,对规划过程中的功能模型的建立、装配过程的制定、Petri图及建模仿真进行了分析描述,并利用仿真软件对所建立的装配线模型进行相关分析,利用智能工厂装配线仿真规划方法可以提高规划效率,节约规划成本,并为数字化工厂建设与数字孪生的应用提供了基础。 展开更多
关键词 智能制造 Plant simulation 装配线规划
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Understanding Simulated Causes of Damaging Surface Winds in a Derecho-Producing Mesoscale Convective System near the East China Coast Based on Convection-Permitting Simulations 被引量:1
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作者 Liping LUO Ming XUE +3 位作者 Xin XU Lijuan LI Qiang ZHANG Ziqi FAN 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2024年第11期2112-2130,共19页
A mesoscale convective system(MCS) occurred over the East China coastal provinces and the East China Sea on 30April 2021, producing damaging surface winds near the coastal city Nantong with observed speeds reaching 45... A mesoscale convective system(MCS) occurred over the East China coastal provinces and the East China Sea on 30April 2021, producing damaging surface winds near the coastal city Nantong with observed speeds reaching 45 m s^(–1). A simulation using the Weather Research and Forecasting model with a 1.5-km grid spacing generally reproduces the development and subsequent organization of this convective system into an MCS, with an eastward protruding bow segment over the sea. In the simulation, an east-west-oriented high wind swath is generated behind the gust front of the MCS. Descending dry rear-to-front inflows behind the bow and trailing gust front are found to feed the downdrafts in the main precipitation regions. The inflows help to establish spreading cold outflows and enhance the downdrafts through evaporative cooling. Meanwhile, front-to-rear inflows from the south are present, associated with severely rearward-tilted updrafts initially forming over the gust front. Such inflows descend behind(north of) the gust front, significantly enhancing downdrafts and near-surface winds within the cold pool. Consistently, calculated trajectories show that these parcels that contribute to the derecho originate primarily from the region ahead(south) of the east-west-oriented gust front, and dry southwesterly flows in the low-to-middle levels contribute to strong downdrafts within the MCS. Moreover, momentum budget analyses reveal that a large westward-directed horizontal pressure gradient force within the simulated cold pool produced rapid flow acceleration towards Nantong. The analyses enrich the understanding of damaging wind characteristics over coastal East China and will prove helpful to operational forecasters. 展开更多
关键词 damaging surface winds convection-permitting simulations mesoscale convective system gust front cold pool
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基于Plant Simulation的双离合器装配线仿真优化 被引量:1
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作者 江涛 刘雪梅 《农业装备与车辆工程》 2025年第6期97-102,共6页
在工程项目制定后,通过搭建仿真模型,对项目方案进行分析评估、优化与改进,有助于解决实际工程项目可能出现的问题,减少人力物力浪费,提高优化效率。以某企业DC300双离合器装配线为研究对象,结合装配工艺流程,利用仿真软件Plant Simulat... 在工程项目制定后,通过搭建仿真模型,对项目方案进行分析评估、优化与改进,有助于解决实际工程项目可能出现的问题,减少人力物力浪费,提高优化效率。以某企业DC300双离合器装配线为研究对象,结合装配工艺流程,利用仿真软件Plant Simulation构建装配线仿真模型,并进行装配线运行过程仿真。通过对生产线节拍、设备利用率等相关数据进行分析评估,找出生产线的瓶颈工位,通过工艺结构调整,实现了生产线节拍的优化与改善,达到了生产要求指标。同时进行了多组仿真实验,完成了托盘数量的优化。 展开更多
关键词 Plant simulation 双离合器 装配线
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基于Plant Simulation的产线车辆调度问题
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作者 刘浩然 刘松凯 陈斌 《科学技术与工程》 北大核心 2025年第6期2406-2418,共13页
随着“中国制造2025计划”的进行,军工工业要推行产线无人化,而自动引导车(automated guided vehicle,AGV)作为全自动化生产线的主要物流载体,其调度的优劣直接决定了整个产线的产能和效率。由于军工场所对于安全性的要求,无法采用无线... 随着“中国制造2025计划”的进行,军工工业要推行产线无人化,而自动引导车(automated guided vehicle,AGV)作为全自动化生产线的主要物流载体,其调度的优劣直接决定了整个产线的产能和效率。由于军工场所对于安全性的要求,无法采用无线通信等手段,只能采用点对点的光通讯方式,这也使得AGV通讯的实时性变差。基于Plant Simulation软件,建立了仿真系统模型,打通了该物流仿真软件与现场控制器的实时数据交互通道,实现了仿真系统与现实同步运行,完成了物流仿真软件与现场控制器的无缝连接,有效地解决了军工工业没有无线造成AGV调度实时性差的难题。实验证明,这种方法有效地简化了调度系统的编写难度,并使系统整体的实时性能提高了0.058 s。与传统方法相比,编写时间缩短了9.7倍,调试时间更缩短了22倍。为军工产线实现全自动化奠定基础,并为在危险场所使用脉动生产线提供技术支持。 展开更多
关键词 AGV调度 Plant simulation 离散仿真 实时性 智能调度
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基于Plant Simulation仿真技术的装配生产线优化研究 被引量:1
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作者 崔俊杰 马臻 郭海青 《南方农机》 2025年第2期145-149,共5页
【目的】优化装备生产线,缩短产品交付周期。【方法】基于Plant Simulation仿真技术,对装配生产线进行建模、编程、仿真、分析和优化,有效计算产品产量和成本,识别并优化装配生产线的瓶颈工位。【结果】优化后的三维产线仿真模型产量增... 【目的】优化装备生产线,缩短产品交付周期。【方法】基于Plant Simulation仿真技术,对装配生产线进行建模、编程、仿真、分析和优化,有效计算产品产量和成本,识别并优化装配生产线的瓶颈工位。【结果】优化后的三维产线仿真模型产量增幅接近10%,生产效率明显提升。【结论】通过将智能制造技能竞赛和科研教学活动相结合,能够凝练总结竞赛内容,促使教师紧盯前沿知识,创新改革教学内容,实现以赛促教、以赛促学、以赛促改、以赛促建的多重目标。 展开更多
关键词 Plant simulation仿真技术 生产优化 瓶颈工位
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基于Solidworks Flow Simulation的换热器翅片形状对换热量影响研究
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作者 张蓬菲 李俊 +2 位作者 孙丽婷 张慧跃 张宇 《山东化工》 2025年第7期205-209,共5页
利用Solidworks Flow Simulation软件,对不同翅片形状的翅片管式换热器进行数值模拟研究,探讨了在相同翅片面积、不考虑翅片厚度的前提下,翅片形状分别为正三角形、正方形、正六边形、正八边形、圆形时换热量的差异。通过建立不同翅片... 利用Solidworks Flow Simulation软件,对不同翅片形状的翅片管式换热器进行数值模拟研究,探讨了在相同翅片面积、不考虑翅片厚度的前提下,翅片形状分别为正三角形、正方形、正六边形、正八边形、圆形时换热量的差异。通过建立不同翅片形状的翅片管式换热器三维模型,设定合理的边界条件和物理属性,在保证其他所有物理参数、材料属性保持不变的前提下,分析了不同翅片形状的翅片管式换热器的热传递过程,计算出热交换系数、热通量、壁面温度、流体平均温度等数值,从而总结换热量的差异,归纳出翅片形状带给换热量的影响。研究表明,翅片形状对换热器的换热量有显著影响,若翅片形状为边数更多的正多边形,即翅片更接近于圆形,则换热量更小。换热量趋于稳态后,通过提取相同迭代次数区间的换热量数值,计算区间内换热量数值方差,发现三角形至六边形换热稳定性渐变稳定,从六边形至圆形稳定性逐渐降低。此研究为翅片管式换热器设计优化提供了理论依据。 展开更多
关键词 翅片管式换热器 翅片形状 Solidworks Flow simulation 换热量 CFD 数值模拟
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Effects of mesoscale gravity waves on sporadic E simulated by a one-dimensional dynamic model 被引量:1
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作者 Xu Zhou ZeZhong Li +1 位作者 XinAn Yue LiBo Liu 《Earth and Planetary Physics》 EI CAS 2025年第1期1-9,共9页
In addition to being driven by tidal winds,the sporadic E(Es)layers are modulated by gravity waves(GWs),although the effects are not yet comprehensively understood.In this article,we discuss the effects of mesoscale G... In addition to being driven by tidal winds,the sporadic E(Es)layers are modulated by gravity waves(GWs),although the effects are not yet comprehensively understood.In this article,we discuss the effects of mesoscale GWs on the Es layers determined by using a newly developed model,MISE-1D(one-dimensional Model of Ionospheric Sporadic E),with low numerical dissipation and high resolution.Driven by the wind fields resolved by the high-resolution version of the Whole Atmosphere Community Climate Model with thermosphere and ionosphere extension(WACCM-X),the MISE-1D simulation revealed that GWs significantly influence the evolution of the Es layer above 100 km but have a very limited effect at lower altitudes.The effects of GWs are diverse and complex,generally including the generation of fluctuating wavelike structures on the Es layer with frequencies similar to those of the GWs.The mesoscale GWs can also cause increases in the density of Es layers,or they can disperse or diffuse the Es layers and increase their thickness.In addition,the presence of GWs is a key factor in sustaining the Es layers in some cases. 展开更多
关键词 sporadic E ion tidal layer gravity waves numerical simulation
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Meridional Shift of Southern Ocean Mesoscale Eddies Since the 1990s 被引量:1
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作者 Fei SHI Qian SHI +5 位作者 Yiyong LUO Renhao WU Qinghua YANG Jiping LIU Jason YANG Jun SONG 《Advances in Atmospheric Sciences》 2025年第12期2529-2538,I0025-I0028,共14页
Mesoscale eddies play a central role in the poleward oceanic heat flux in the Southern Ocean.Previous studies have documented changes in the location of temperature fronts in the Southern Ocean,but little attention ha... Mesoscale eddies play a central role in the poleward oceanic heat flux in the Southern Ocean.Previous studies have documented changes in the location of temperature fronts in the Southern Ocean,but little attention has been paid to changes in the genesis locations of mesoscale eddies.Here,we provide evidence from three decades of satellite altimetry observations for the heterogeneity of the poleward shift of mesoscale activities,with the largest trend of~0.23°±0.05°(10 yr)^(-1) over the Atlantic sector and a moderate trend of~0.1°±0.03°(10 yr)^(-1) over the Indian sector,but no significant trend in the Pacific sector.The poleward shift of mesoscale eddies is associated with a southward shift of the local westerly winds while being constrained by the major topographies.As the poleward shift of westerly winds is projected to persist,the poleward oceanic heat flux from mesoscale eddies may influence future ice melt. 展开更多
关键词 mesoscale eddies Southern Ocean poleward trend
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基于Plant Simulation的零件生产线规划方法
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作者 陈光霞 《机械管理开发》 2025年第2期267-268,271,共3页
利用PlantSimulation工厂仿真软件进行生产线规划的具体方法与过程,对规划过程中的功能模型的建立、加工工序的制定、PERT图及建模仿真进行了分析描述,并利用仿真软件对所建立的生产线模型进行瓶颈分析,利用生产线仿真规划方法可以提高... 利用PlantSimulation工厂仿真软件进行生产线规划的具体方法与过程,对规划过程中的功能模型的建立、加工工序的制定、PERT图及建模仿真进行了分析描述,并利用仿真软件对所建立的生产线模型进行瓶颈分析,利用生产线仿真规划方法可以提高规划效率,节约规划成本,并为数字化工厂建设与数字孪生的应用提供了基础。 展开更多
关键词 数字化 智能制造 Plantsimulation 生产线规划
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Microstructure Analysis of TC4/Al 6063/Al 7075 Explosive Welded Composite Plate via Multi-scale Simulation and Experiment 被引量:1
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作者 Zhou Jianan Luo Ning +3 位作者 Liang Hanliang Chen Jinhua Liu Zhibing Zhou Xiaohong 《稀有金属材料与工程》 北大核心 2025年第1期27-38,共12页
Because of the challenge of compounding lightweight,high-strength Ti/Al alloys due to their considerable disparity in properties,Al 6063 as intermediate layer was proposed to fabricate TC4/Al 6063/Al 7075 three-layer ... Because of the challenge of compounding lightweight,high-strength Ti/Al alloys due to their considerable disparity in properties,Al 6063 as intermediate layer was proposed to fabricate TC4/Al 6063/Al 7075 three-layer composite plate by explosive welding.The microscopic properties of each bonding interface were elucidated through field emission scanning electron microscope and electron backscattered diffraction(EBSD).A methodology combining finite element method-smoothed particle hydrodynamics(FEM-SPH)and molecular dynamics(MD)was proposed for the analysis of the forming and evolution characteristics of explosive welding interfaces at multi-scale.The results demonstrate that the bonding interface morphologies of TC4/Al 6063 and Al 6063/Al 7075 exhibit a flat and wavy configuration,without discernible defects or cracks.The phenomenon of grain refinement is observed in the vicinity of the two bonding interfaces.Furthermore,the degree of plastic deformation of TC4 and Al 7075 is more pronounced than that of Al 6063 in the intermediate layer.The interface morphology characteristics obtained by FEM-SPH simulation exhibit a high degree of similarity to the experimental results.MD simulations reveal that the diffusion of interfacial elements predominantly occurs during the unloading phase,and the simulated thickness of interfacial diffusion aligns well with experimental outcomes.The introduction of intermediate layer in the explosive welding process can effectively produce high-quality titanium/aluminum alloy composite plates.Furthermore,this approach offers a multi-scale simulation strategy for the study of explosive welding bonding interfaces. 展开更多
关键词 TC4/Al 6063/Al 7075 composite plate explosive welding microstructure analysis multi-scale simulation
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Synthesis and high frequency structure simulator electromagnetic simulation of hollow NC@CeO_(2)nanospheres for broad absorption bandwidth 被引量:1
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作者 Shuhao Yang Peiyan Zhao +5 位作者 Xianyong Lu Xiaoyuan Hao Yufan Wu Huiya Wang Tao Zhou Guangsheng Wang 《International Journal of Minerals,Metallurgy and Materials》 2025年第3期678-688,共11页
Recent progress in microwave absorption materials stimulates the extensive exploration of rare earth oxide materials.Herein,we report the synthesis of a hollow sphere-based carbon material compounded with rare earth o... Recent progress in microwave absorption materials stimulates the extensive exploration of rare earth oxide materials.Herein,we report the synthesis of a hollow sphere-based carbon material compounded with rare earth oxides.Hollow N-doped carbon nano-spheres loaded ceria composites(H-NC@CeO_(2))were designed and prepared by the template method,combined with in-situ coating,pyrolysis and chemical etching.By controlling the loading content of H-NC@CeO_(2)and adjusting the impedance matching of the material,the H-NC@CeO_(2)/PS(polystyrene)composite exhibited a minimum reflection loss(RL)of-50.8 dB and an effective absorption band-width(EAB)of 4.64 GHz at a filler ratio of 20wt%and a thickness of 2 mm.In accordance with measured electromagnetic parameters,simulations using the high frequency structure simulator(HFSS)software were conducted to investigate the impact of the honeycomb structure on the electromagnetic wave performance of H-NC@CeO_(2)/PS.By calculating the surface electric field and the material’s bulk loss density,the mechanism of electromagnetic loss for the honeycomb structure was elaborated.A method for structural design and man-ufacturing of broadband absorbing devices was proposed and a broadband absorber with an EAB of 11.9 GHz was prepared.This study presents an innovative approach to designing advanced electromagnetic(EM)wave absorbing materials with broad absorption band-widths. 展开更多
关键词 rare earth oxides carbon matrix composites hollow structure electromagnetic simulation
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基于Plant Simulation的钣金生产线仿真与优化
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作者 彭杰 叶霞 +1 位作者 潘艳飞 李仲树 《锻压技术》 北大核心 2025年第6期277-284,共8页
针对江苏长江智能制造研究院有限责任公司钣金生产线设备平均利用率较低和产能不足的问题,提出了基于Plant Simulation的生产线优化方案。首先,根据工艺路线建立了生产线数字化模型,运行仿真实验得到了生产线运行数据;其次,运用解释结... 针对江苏长江智能制造研究院有限责任公司钣金生产线设备平均利用率较低和产能不足的问题,提出了基于Plant Simulation的生产线优化方案。首先,根据工艺路线建立了生产线数字化模型,运行仿真实验得到了生产线运行数据;其次,运用解释结构模型法,确定了影响生产线高效运行的深层因素为缓存区的设置问题;最后,利用遗传算法,通过仿真实验得到了缓存区数量与容量的配置,再次优化生产线并进行了验证。结果表明,经过优化的钣金生产线的设备平均利用率提高了24%,每小时产量从55件提升至127件,提高了130%,为同类型生产线的优化提供了参考。 展开更多
关键词 生产线 Plant simulation 解释结构模型法 遗传算法 缓存区
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Dynamic impact simulation tests of deep roadways affected by high stress and fault slip 被引量:1
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作者 Qi Wang Yuncai Wang +3 位作者 Zhenhua Jiang Hongpu Kang Chong Zhang Bei Jiang 《International Journal of Mining Science and Technology》 2025年第4期519-537,共19页
As coal mining depth increases,the combined effects of high stress,mining stress,and fault structures make dynamic impact hazards more frequent.The reproduction of dynamic impact phenomena is basis for studying their ... As coal mining depth increases,the combined effects of high stress,mining stress,and fault structures make dynamic impact hazards more frequent.The reproduction of dynamic impact phenomena is basis for studying their occurrence patterns and control mechanisms.Physical simulation test represents an efficacious methodology.However,there is currently a lack of simulation devices that can effectively simulate two types of dynamic impact phenomena,including high stress and fault slip dynamic impact.To solve aforementioned issues,the physical simulation test system for dynamic impact in deep roadways developed by authors is employed to carry out comparative tests of high stress and fault slip dynamic impact.The phenomena of high stress and fault slip dynamic impact are reproduced successfully.A comparative analysis is conducted on dynamic phenomena,stress evolution,roadway deformation,and support force.The high stress dynamic impact roadway instability mode,which is characterized by the release of high energy accompanied by symmetric damage,and the fault slip dynamic impact roadway instability mode,which is characterized by the propagation of unilateral stress waves accompanied by asymmetric damage,are clarified.On the basis,the differentiated control concepts for different types of dynamic impact in deep roadways are proposed. 展开更多
关键词 Deep roadway Dynamic impact simulation High stress Fault slip Occurrence law
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Boundary fluid constraints during electrochemical jet machining of large size emerging titanium alloy aerospace parts in gas–liquid flows:Experimental and numerical simulation 被引量:1
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作者 Yang LIU Ningsong QU +1 位作者 Hansong LI Zhaoyang ZHANG 《Chinese Journal of Aeronautics》 2025年第1期115-130,共16页
Large size titanium alloy parts are widely used in aerospace.However,they are difficult to manufacture using mechanical cutting technology because of severe tool wear.Electrochemical jet machining is a promising techn... Large size titanium alloy parts are widely used in aerospace.However,they are difficult to manufacture using mechanical cutting technology because of severe tool wear.Electrochemical jet machining is a promising technology to achieve high efficiency,because it has high machining flexibility and no machining tool wear.However,reports on the macro electrochemical jet machining of large size titanium alloy parts are very scarce,because it is difficult to achieve effective constraint of the flow field in macro electrochemical jet machining.In addition,titanium alloy is very sensitive to fluctuation of the flow field,and a turbulent flow field would lead to serious stray corrosion.This paper reports a series of investigations of the electrochemical jet machining of titanium alloy parts.Based on the flow analysis and experiments,the machining flow field was effectively constrained.TB6 titanium alloy part with a perimeter of one meter was machined.The machined surface was smooth with no obvious machining defects.The machining process was particularly stable with no obvious spark discharge.The research provides a reference for the application of electrochemical jet machining technology to achieve large allowance material removal in the machining of large titanium alloy parts. 展开更多
关键词 Electrochemical jet machining Titanium alloys Large size parts Flow simulation Turbulent flow
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Analysis of Micromechanical Properties at the Interface of Pre-wet SBS Modified Asphalt Mixture Based on Molecular Simulation Technology
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作者 CHEN Wuxing CHEN Shuang +3 位作者 YU Yan ZHANG Jiangyi XU Haiyang GUO Wei 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2025年第1期103-113,共11页
The pre-wetting of aggregate surface is a means to improve the interface performance of SBS modified asphalt and aggregate.The effect of pre-wetting technology on the interaction between SBS modified asphalt and aggre... The pre-wetting of aggregate surface is a means to improve the interface performance of SBS modified asphalt and aggregate.The effect of pre-wetting technology on the interaction between SBS modified asphalt and aggregate was analyzed by molecular dynamics simulation.The diffusion coefficient and concentration distribution of SBS modified asphalt on aggregate surface are included.The simulation results show that the diffusion coefficient of the aggregate surface of SBS modified asphalt is increased by 47.6%and 70.5%respectively after 110#asphalt and 130#asphalt are pre-wetted.The concentration distribution of SBS modified asphalt on the aggregate surface after pre-wetting is more uniform.According to the results of interface energy calculation,the interface energy of SBS modified bitumen and aggregate can be increased by about 5%after pre-wetting.According to the results of molecular dynamics simulation,the pre-wetting technology can effectively improve the interface workability of SBS modified bitumen and aggregate,so as to improve the interface performance. 展开更多
关键词 pre-wet oil-stone interface interface interaction interface mechanics molecular dynamics simulation
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Towards a physics-constrained and interpretable datadriven parameterization scheme for mesoscale eddies in ocean modeling
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作者 Guosong Wang Shuai Song +5 位作者 Min Hou Xinrong Wu Xidong Wang Yaming Zhao Song Pan Zhigang Gao 《Acta Oceanologica Sinica》 2025年第7期15-32,共18页
Mesoscale eddies play a pivotal role in deciphering the intricacies of ocean dynamics and the transport of heat,salt,and nutrients.Accurate representation of these eddies in ocean models is essential for improving mod... Mesoscale eddies play a pivotal role in deciphering the intricacies of ocean dynamics and the transport of heat,salt,and nutrients.Accurate representation of these eddies in ocean models is essential for improving model predictions.In this study,we propose a convolutional neural network(CNN)that combines data-driven techniques with physical principles to develop a robust and interpretable parameterization scheme for mesoscale eddies in ocean modeling.We use a highresolution reanalysis dataset to extract subgrid eddy momentum and then applying machine learning algorithms to identify patterns and correlations.To ensure physical consistency,we have introduced conservation of momentum constraints in our CNN parameterization scheme through soft and hard constraints.The interpretability analysis illustrate that the pre-trained CNN parameterization shows promising results in accurately solving the resolved mean velocity and effectively capturing the representation of unresolved subgrid turbulence processes.Furthermore,to validate the CNN parameterization scheme offline,we conduct simulations using the Massachusetts Institute of Technology general circulation model(MITgcm)ocean model.A series of experiments is conducted to compare the performance of the model with the CNN parameterization scheme and high-resolution simulations.The offline validation demonstrates the effectiveness of the CNN parameterization scheme in improving the representation of mesoscale eddies in the MITgcm ocean model.Incorporating the CNN parameterization scheme leads to better agreement with high-resolution simulations and a more accurate representation of the kinetic energy spectra. 展开更多
关键词 subgrid parameterization ocean mesoscale eddies physics-informed deep learning kinetic energy backscatter numerical simulation
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Impact of Burial Dissolution on the Development of Ultradeep Fault-controlled Carbonate Reservoirs:Insights from High-temperature and High-pressure Dissolution Kinetic Simulation 被引量:1
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作者 TAN Xiaolin ZENG Lianbo +6 位作者 SHE Min LI Hao MAO Zhe SONG Yichen YAO Yingtao WANG Junpeng LU Yuzhen 《Acta Geologica Sinica(English Edition)》 2025年第1期228-242,共15页
Burial dissolution is a critical diagenetic process influencing ultra-deep carbonate reservoir development and preservation.Artificial carbonate samples with different internal structures were prepared,and high-temper... Burial dissolution is a critical diagenetic process influencing ultra-deep carbonate reservoir development and preservation.Artificial carbonate samples with different internal structures were prepared,and high-temperature and highpressure dissolution kinetic simulations were conducted.The results demonstrate that the intensity of burial dissolution is controlled by temperature and pressure,while tectonic-fluid activity influences the development pattern of burial dissolution,ultimately determining the direction of its differential modification.Extensive burial dissolution is likely to occur primarily at relatively shallow depths,significantly influencing reservoir formation,preservation,modification,and adjustment.The development of faults facilitates the maintenance of the intensity of burial dissolution.The maximum intensity of burial dissolution occurs at the tips and overlap zones of faults and intersections of multiple faults.The larger the scale of the faults,the more conducive it is to the development of burial dissolution.Burial dissolution fosters the formation of fault networks characterized by enhanced reservoir capacity and permeability.Burial dissolution controlled by episodic tectonic-fluid activity is a plausible explanation for forming the Tarim Basin's ultra-deep fault-controlled“stringbead-like”reservoirs. 展开更多
关键词 burial dissolution tectonic-fluid ultra-deep carbonate reservoirs high-temperature and high-pressure dissolution kinetic simulation
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Seismic responses and shattering cumulative effects of bedding parallel stepped rock slope:Model test and numerical simulation 被引量:1
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作者 Chunlei Xin Fei Yang +2 位作者 Wenkai Feng Zhao Wang Wenhui Li 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第4期2009-2030,共22页
Bedding parallel stepped rock slopes exist widely in nature and are used in slope engineering.They are characterized by complex topography and geological structure and are vulnerable to shattering under strong earthqu... Bedding parallel stepped rock slopes exist widely in nature and are used in slope engineering.They are characterized by complex topography and geological structure and are vulnerable to shattering under strong earthquakes.However,no previous studies have assessed the mechanisms underlying seismic failure in rock slopes.In this study,large-scale shaking table tests and numerical simulations were conducted to delineate the seismic failure mechanism in terms of acceleration,displacement,and earth pressure responses combined with shattering failure phenomena.The results reveal that acceleration response mutations usually occur within weak interlayers owing to their inferior performance,and these mutations may transform into potential sliding surfaces,thereby intensifying the nonlinear seismic response characteristics.Cumulative permanent displacements at the internal corners of the berms can induce quasi-rigid displacements at the external corners,leading to greater permanent displacements at the internal corners.Therefore,the internal corners are identified as the most susceptible parts of the slope.In addition,the concept of baseline offset was utilized to explain the mechanism of earth pressure responses,and the result indicates that residual earth pressures at the internal corners play a dominant role in causing deformation or shattering damage.Four evolutionary deformation phases characterize the processes of seismic responses and shattering failure of the bedding parallel stepped rock slope,i.e.the formation of tensile cracks at the internal corners of the berm,expansion of tensile cracks and bedding surface dislocation,development of vertical tensile cracks at the rear edge,and rock mass slipping leading to slope instability.Overall,this study provides a scientific basis for the seismic design of engineering slopes and offers valuable insights for further studies on preventing seismic disasters in bedding parallel stepped rock slopes. 展开更多
关键词 Rock slope stability Shaking table test Numerical simulation Permanent displacement Acceleration amplification factor
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Graded density impactor design via machine learning and numerical simulation:Achieve controllable stress and strain rate 被引量:1
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作者 Yahui Huang Ruizhi Zhang +6 位作者 Shuaixiong Liu Jian Peng Yong Liu Han Chen Jian Zhang Guoqiang Luo Qiang Shen 《Defence Technology(防务技术)》 2025年第9期262-273,共12页
The graded density impactor(GDI)dynamic loading technique is crucial for acquiring the dynamic physical property parameters of materials used in weapons.The accuracy and timeliness of GDI structural design are key to ... The graded density impactor(GDI)dynamic loading technique is crucial for acquiring the dynamic physical property parameters of materials used in weapons.The accuracy and timeliness of GDI structural design are key to achieving controllable stress-strain rate loading.In this study,we have,for the first time,combined one-dimensional fluid computational software with machine learning methods.We first elucidated the mechanisms by which GDI structures control stress and strain rates.Subsequently,we constructed a machine learning model to create a structure-property response surface.The results show that altering the loading velocity and interlayer thickness has a pronounced regulatory effect on stress and strain rates.In contrast,the impedance distribution index and target thickness have less significant effects on stress regulation,although there is a matching relationship between target thickness and interlayer thickness.Compared with traditional design methods,the machine learning approach offers a10^(4)—10^(5)times increase in efficiency and the potential to achieve a global optimum,holding promise for guiding the design of GDI. 展开更多
关键词 Machine learning Numerical simulation Graded density impactor Controllable stress-strain rate loading Response surface methodology
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