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Derivation of Hillert-type 3D grain growth rate model with topological considerations and discussion on its grain size parameter
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作者 GuoquanLiu HaiboYu +2 位作者 XiaovanSong XianggeQin ChaoWang 《Journal of University of Science and Technology Beijing》 CSCD 2004年第3期212-215,共4页
A Hillert-type three-dimensional grain growth rate model was derived throughthe grain topology-size correlation model, combined with a topology-dependent grain growth rateequation in three dimensions. It shows clearly... A Hillert-type three-dimensional grain growth rate model was derived throughthe grain topology-size correlation model, combined with a topology-dependent grain growth rateequation in three dimensions. It shows clearly that the Hillert-type 3D grain growth rate model mayalso be described with topology considerations of microstructure. The size parameter bearing in themodel is further discussed both according to the derived model and in another approach with the aidof quantitative relationship between the grain size and the integral mean curvature over grainsurface. Both approaches successfully demonstrate that, if the concerned grains can be wellapproximated by a space-filling convex polyhedra in shape, the grain size parameter bearing in theHillert-type 3D grain growth model should be a parameter proportional to the mean grain tangentradius. 展开更多
关键词 3D grain growth theoretic model topology grain size parameter
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Correlation Study on Grain Size Characteristics and Geotechnical Properties of Surface Sediments in Qingdao Offshore Area
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作者 LI Anlong WANG Panpan +5 位作者 GUO Xijun JI Xiangkun SHEN Kunming LIN Lin YAN Zhichao YUAN Lin 《Journal of Ocean University of China》 SCIE CAS CSCD 2024年第3期721-730,共10页
The comprehension of sediment grain size parameters and the corresponding sedimentary environment holds paramount importance in elucidating the engineering geological attributes of the subaqueous seabed.This study del... The comprehension of sediment grain size parameters and the corresponding sedimentary environment holds paramount importance in elucidating the engineering geological attributes of the subaqueous seabed.This study delineated the sedimentary environment zoning in the northern sea area of Qingdao through cluster analysis of grain size parameters derived from 123 surface sediment samples.The study analyzed the correlation between sediment geotechnical indices and grain size parameters across diverse sedimentary environments.A correlation equation was established for samples exhibiting a strong correlation.The study found four distinct sedimentary environments in the study area:coastal,transitional,shallow sea,and residual.Within the same sedimentary environment,the average grain size and sorting coefficient exhibit significant correlations with geotechnical indices such as water content,density,shear strength,plastic limit,liquid limit,and plastic index.However,notable disparities in the correlation between grain size parameters and geotechnical indices emerge across different sedimentary environments. 展开更多
关键词 grain size parameters cluster analysis sedimentary environment CORRELATIONS geotechnical indexes
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Grain Size Distribution and Interfacial Heat Transfer Coefficient during Solidification of Magnesium Alloys Using High Pressure Die Casting Process 被引量:10
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作者 P. Sharifi J. Jamali +1 位作者 K. Sadayappan J.T. Wood 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2018年第2期324-334,共11页
The objective of this study is to predict grain size and heat transfer coefficient at the metal-die interface during high pressure die casting process and solidification of the magnesium alloy AM60. Multiple runs of t... The objective of this study is to predict grain size and heat transfer coefficient at the metal-die interface during high pressure die casting process and solidification of the magnesium alloy AM60. Multiple runs of the commercial casting simulation package, ProCASTTM, were used to model the mold filling and solidification events employing a range of interfacial heat transfer coefficient values. The simulation results were used to estimate the centerline cooling curve at various locations through the casting. The centerline cooling curves, together with the die temperature and the thermodynamic properties of the alloy, were then used as inputs to compute the solution to the Stefan problem of a moving phase boundary, thereby providing the through-thickness cooling curves at each chosen location of the casting, Finally, the local cooling rate was used to calculate the resulting grain size via previously established relationships. The effects of die temperature, filling time and heat transfer coefficient on the grain structure in skin region and core region were quantitatively characterized. It was observed that the grain size of skin region strongly depends on above three factors whereas the grain size of core region shows dependence on the interracial heat transfer coefficient and thickness of the samples. The grain size distribution from surface to center was estimated from the relationship between grain size and the predicted cooling rate. The prediction of grain size matches well with experimental results. A comparison of the predicted and experimentally determined grain size profiles enables the determination of the apparent interracial heat transfer coefficient for different locations. 展开更多
关键词 High pressure die casting grain size lnterfacial heat transfer coefficient Solidification of magnesium alloys Process parameters
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Laboratory Application of Laser Grain-Size Analyzer in Determining Suspended Sediment Concentration
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作者 LIU Xiao FENG Xiuli +1 位作者 LIU Jie LIN Lin 《Journal of Ocean University of China》 SCIE CAS 2014年第3期375-380,共6页
Suspended sediment concentration(SSC) is an important parameter in marine sedimentology. With the development of technology, many acoustic and optical devices, such as the Laser In-Situ Scattering and Transmissometry,... Suspended sediment concentration(SSC) is an important parameter in marine sedimentology. With the development of technology, many acoustic and optical devices, such as the Laser In-Situ Scattering and Transmissometry, have been designed to measure in situ SSC and grain size distribution. But due to fund or other restrictions, many experiments were only conducted in laboratory, using an indoor laser grain-size analyzer and gravimetric method to measure grain size distribution and concentration, respectively. In this study the laboratory experiment is simplified by omitting the tiring step of gravimetric method. The connections between SSC and other parameters(obscuration, D50 and sorting index) were investigated based on 124 surface sediment samples collected from different offshore areas. A new method is developed for determining SSC in laboratory using a laser grain-size analyzer. 展开更多
关键词 suspended sediment concentration laser grain-size analyzer grain size parameters OBSCURATION
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基于双线性RepVGG注意力网络的花卉分类 被引量:1
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作者 侯向宁 赵金伟 +1 位作者 黄孝斌 蒋维成 《激光杂志》 CAS 北大核心 2024年第4期165-171,共7页
为进一步提高花卉分类的准确率,在对双线性卷积神经网络、RepVGG及注意力机制进行研究的基础上,提出一种基于双线性RepVGG注意力机制的网络模型。首先利用RepVGG网络替换原始的特征提取网络VGG,以提高对花卉主要特征的提取能力;然后在两... 为进一步提高花卉分类的准确率,在对双线性卷积神经网络、RepVGG及注意力机制进行研究的基础上,提出一种基于双线性RepVGG注意力机制的网络模型。首先利用RepVGG网络替换原始的特征提取网络VGG,以提高对花卉主要特征的提取能力;然后在两个RepVGG网络中分别引入通道注意力及空间注意力机制,并利用两个RepVGG网络外积后生成的高维双线性特征,来提取花卉的细粒度特征;最后通过结构重参数化,将RepVGG的各层转换为单路结构,以提高模型推理的速度。实验结果表明,在增强的Oxford-102数据集上,新模型与原始模型及常见模型相比,其推理速度及分类准确率均有较大的提升,与未引入注意力前相比,分类准确率也有一定的提升。 展开更多
关键词 双线性卷积神经网络 RepVGG 注意力机制 细粒度 结构重参数化
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基于参数化建模的药柱伞盘结构形状优化 被引量:6
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作者 李磊 段静波 +1 位作者 申志彬 唐国金 《固体火箭技术》 EI CAS CSCD 北大核心 2011年第5期584-589,共6页
锥柱形固体火箭发动机药柱的伞盘结构在低温载荷作用下易产生裂纹,是药柱设计关注的重点部位。为了对伞盘结构进行形状优化,采用有限元软件MSC.Patran的二次开发工具PCL(Patran Command Language),编制参数化建模程序,根据输入参数自动... 锥柱形固体火箭发动机药柱的伞盘结构在低温载荷作用下易产生裂纹,是药柱设计关注的重点部位。为了对伞盘结构进行形状优化,采用有限元软件MSC.Patran的二次开发工具PCL(Patran Command Language),编制参数化建模程序,根据输入参数自动建模计算,并输出计算结果。将整数编码遗传算法与参数化建模方法相结合,以药柱装填分数最大为优化目标,考虑药柱伞盘的结构完整性约束,实现了伞盘结构的形状优化设计。优化实例表明,基于参数化建模的药柱形状优化设计方法是可行的,设计结果可为锥柱形药柱设计提供有益参考。 展开更多
关键词 固体火箭发动机 锥柱形药柱 参数化建模 遗传算法 形状优化 结构完整性 PCL 有限元法
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基于参数化建模的车轮形药柱形状优化 被引量:5
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作者 李磊 唐国金 +1 位作者 段静波 申志彬 《国防科技大学学报》 EI CAS CSCD 北大核心 2011年第1期11-16,共6页
固体火箭发动机装药设计过程中,较高的装填分数往往导致药柱的应力应变较大,结构完整性不易满足要求,为了解决这一问题,将参数化建模方法与遗传算法相结合,对车轮形药柱进行形状优化。采用MSC.Patran软件的二次开发工具PCL(Patran Comma... 固体火箭发动机装药设计过程中,较高的装填分数往往导致药柱的应力应变较大,结构完整性不易满足要求,为了解决这一问题,将参数化建模方法与遗传算法相结合,对车轮形药柱进行形状优化。采用MSC.Patran软件的二次开发工具PCL(Patran Command Language)建立车轮形药柱的参数化有限元分析模型,能够根据给定的几何参数自动建模计算并输出药柱的最大应变和装填分数,可以作为函数被遗传算法调用。对某装填分数较高的车轮形药柱进行了形状优化,在温度载荷作用下,得到了装填分数不小于初始设计且最大应变比初始设计小30%的药柱形状。结果表明,所提出的方法是可行和有效的,可方便地应用于各种固体火箭发动机装药设计。 展开更多
关键词 固体火箭发动机 车轮形药柱 形状优化 参数化建模
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Sediment variability and transport in the littoral area of the abandoned Yellow River Delta, northern Jiangsu 被引量:5
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作者 ZHANG Lin CHEN Shenliang +2 位作者 PAN Shunqi YI Liang JIANG Chao 《Journal of Geographical Sciences》 SCIE CSCD 2014年第4期717-730,共14页
The delta evolution and erosion process of the abandoned Yellow River Delta (AYRD) have been extensively studied. However, the variation of sediment at a large littoral scale along the north coast of Jiangsu is less... The delta evolution and erosion process of the abandoned Yellow River Delta (AYRD) have been extensively studied. However, the variation of sediment at a large littoral scale along the north coast of Jiangsu is less understood. In this study, the data of surface sediment samples obtained in the littoral area of the Yellow River Delta in 2006 and 2012 is used to study the sediment variability and sediment transport trends by using the geostatistics analysis tool and the grain size trend analysis model, In order to ensure the applicability of the model, the geostatistics method is used to determine the characteristic distance (De) with the average range value (Ao) of grain size parameter. Filtering method (removing data that not at a sampling station) is used to improve accuracy of data selection. The results show that sedimentary spatial correlation in Lianyun Port area and southern part of the abandoned Yellow River Delta (AS) is better than that in the northern part of the abandoned Yellow River Delta (AN). Sediment in the area is found to be anisotropy at the northeast-southeast direc- tion. The grain size trend analysis reveals that the sediment trend is towards bayhead and southerly in the Haizhou Bay, southeasterly along the shoreline in the south Lianyun Port, northwesterly in AN and easterly-southeasterly in AS respectively. The investigation of possible relationships between Do, Ao, sediment transport and delta evolution shows a close link between Do and Ao of one sediment combination. It is also found that sediment transport trends could reasonably represent the delta evolution to a certain degree. 展开更多
关键词 sediment variability sediment transport geostatistics analysis grain size parameters abandoned Yellow River Delta
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宣城向阳剖面网纹红土粒度端元分析及指示意义 被引量:5
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作者 许良宇 杨立辉 +1 位作者 张硕 翟天成 《地球与环境》 CAS CSCD 北大核心 2021年第6期646-654,共9页
对宣城向阳剖面的109个网纹红土样本做粒度分析和地球化学元素分析,并对粒度数据采用合适的端元分解方法,将各端元与地球化学指标在深度上进行了对比。结果认为:端元法可以把代表此区域3种不同动力的沉积端元(EM)分离出来,并可以定量地... 对宣城向阳剖面的109个网纹红土样本做粒度分析和地球化学元素分析,并对粒度数据采用合适的端元分解方法,将各端元与地球化学指标在深度上进行了对比。结果认为:端元法可以把代表此区域3种不同动力的沉积端元(EM)分离出来,并可以定量地分析各自所占比重及各个阶段每种动力各自的沉积变化。EM1明显指示着对原有沉积物的成壤改造作用;EM2可能代表着东亚冬季风作用下经远距离悬浮搬运并在湿润的宣城地区沉积而受到化学风化影响的组分;EM3则比较明显地代表着受东亚夏季风作用下的化学风化及近源搬运作用。各端元在深度上的变化过程一定程度上揭示了区域气候背景的变化信息,为更进一步的气候变化研究及网纹红土中网纹成因研究提供了一种新的思路。 展开更多
关键词 网纹红土 粒度 参数化 端元分析 沉积动力
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基于三维参数化建模的翼柱形发动机药形优化 被引量:4
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作者 张维星 唐国金 《固体火箭技术》 EI CAS CSCD 北大核心 2014年第4期490-495,共6页
增大体积装填分数是提高固体火箭发动机总冲的重要手段之一,但这往往会导致药柱的应力和应变较大,影响其结构完整性。为了解决这一问题,提出了基于三维参数化建模和遗传算法的固体发动机药形优化设计方法。利用MSC.Patran的二次开发工具... 增大体积装填分数是提高固体火箭发动机总冲的重要手段之一,但这往往会导致药柱的应力和应变较大,影响其结构完整性。为了解决这一问题,提出了基于三维参数化建模和遗传算法的固体发动机药形优化设计方法。利用MSC.Patran的二次开发工具PCL(Patran Command Language)建立了某翼柱形发动机的参数化模型,并对温度、内压载荷联合作用下的药柱进行了几何参数灵敏度分析,在此基础上,利用遗传算法对该药柱进行了药形优化。在体积装填分数不减少的前提下,得到了最大Von Mises应变取极小值时所对应的最优药形。所提方法可用于多种固体火箭发动机的药形优化设计,对改善高装填分数条件下发动机的结构完整性具有一定的工程实用价值。 展开更多
关键词 药形优化 结构完整性 体积装填分数 三维参数化建模 灵敏度分析 遗传算法
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安康地区粮食产量预报模型研究 被引量:1
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作者 郑洪初 《陕西农业科学》 北大核心 1993年第6期1-3,共3页
采用仿真技术和时间序列分析方法,建立了粮食产量参数化预报模型,并对模型的精度进行了检验,经4年的应用,预报的粮食产量的平均准确率为96.6%.
关键词 粮食 产量 预报模型 安康地区
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面向细粒度图像识别的通道注意力多分支网络 被引量:3
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作者 王彬州 肖志勇 《激光与光电子学进展》 CSCD 北大核心 2021年第22期164-172,共9页
细粒度图像识别研究的内容是大类下的子类别识别问题,其关键是找到图像中的关键区域并从中提取有效特征。针对现有方法在定位关键区域时无法兼顾准确性和计算量的问题,提出了一种引入高效通道注意力模块的多分支网络。首先,在递归注意... 细粒度图像识别研究的内容是大类下的子类别识别问题,其关键是找到图像中的关键区域并从中提取有效特征。针对现有方法在定位关键区域时无法兼顾准确性和计算量的问题,提出了一种引入高效通道注意力模块的多分支网络。首先,在递归注意力卷积神经网络的基础上引入通道注意力定位图像中目标的位置。然后,用深度超参数化卷积替换传统卷积操作,增加了网络可学习的参数。最后,用改进的注意力部件模块切割出多个图像关键区域部件,以捕捉丰富的局部信息。实验结果表明,本方法在弱监督情况下的识别效果较好,在两个常用细粒度数据集Stanford Cars、Food-101上的识别准确率分别为95.4%和90.6%。 展开更多
关键词 图像处理 细粒度图像识别 通道注意力 深度超参数化卷积 卷积神经网络
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