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Unsteady boundary layer flow and heat transfer over an exponentially shrinking sheet with suction in a copper-water nanofluid 被引量:7
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作者 Aurang Zaib Krishnendu Bhattacharyya Sharidan Shafie 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第12期4856-4863,共8页
An analysis of unsteady boundary layer flow and heat transfer over an exponentially shrinking porous sheet filled with a copper-water nanofluid is presented.Water is treated as a base fluid.In the investigation,non-un... An analysis of unsteady boundary layer flow and heat transfer over an exponentially shrinking porous sheet filled with a copper-water nanofluid is presented.Water is treated as a base fluid.In the investigation,non-uniform mass suction through the porous sheet is considered.Using Keller-box method the transformed equations are solved numerically.The results of skin friction coefficient,the local Nusselt number as well as the velocity and temperature profiles are presented for different flow parameters.The results showed that the dual non-similar solutions exist only when certain amount of mass suction is applied through the porous sheet for various unsteady parameters and nanoparticle volume fractions.The ranges of suction where dual non-similar solution exists,become larger when values of unsteady parameter as well as nanoparticle volume fraction increase.So,due to unsteadiness of flow dynamics and the presence of nanoparticles in flow field,the requirement of mass suction for existence of solution of boundary layer flow past an exponentially shrinking sheet is less.Furthermore,the velocity boundary layer thickness decreases and thermal boundary layer thickness increases with increasing of nanoparticle volume fraction in both non-similar solutions.Whereas,for stronger mass suction,the velocity boundary layer thickness becomes thinner for the first solution and the effect is opposite in the case of second solution.The temperature inside the boundary layer increases with nanoparticle volume fraction and decreases with mass suction.So,for the unsteadiness and for the presence of nanoparticles,the flow separation is delayed to some extent. 展开更多
关键词 unsteady boundary layer heat transfer NANOFLUID exponentially shrinking sheet dual non-similar solutions
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Multiple solutions of Cu-C6H9NaO7 and Ag-C6H9NaO7 nanofluids flow over nonlinear shrinking surface 被引量:4
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作者 Liaquat Ali LUND Zurni OMAR +1 位作者 Ilyas KHAN Sumera DERO 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第5期1283-1293,共11页
Model of Casson nanofluid flow over a nonlinear shrinking surface is considered.Model of Tiwari and Das is applied to nanofluid comprising of sodium alginate with copper and silver.The governing nonlinear equations in... Model of Casson nanofluid flow over a nonlinear shrinking surface is considered.Model of Tiwari and Das is applied to nanofluid comprising of sodium alginate with copper and silver.The governing nonlinear equations incorporating the effects of the viscous dissipation are transformed into boundary value problems (BVPs) of ordinary differential equations (ODEs) by using appropriate similarity transformations.The resulting equations are converted into initial value problems (IVPs) using the shooting method which are then solved by Runge-Kutta method of fourth order.In order to determine the stability of the dual solutions obtained,stability analysis is performed and discovered that the first (second) solution is stable (unstable) and physically realizable (unrealizable).Both the thickness of the thermal boundary layer as well as temperature increase when the Casson parameter (β) is increased in the second solution. 展开更多
关键词 Cu-C6H9NaO7 Ag-C6H9NaO7 shrinking surface dual solution stability analysis NANOFLUID
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Shrinking solitons上Ricci曲率的非负性
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作者 张珠洪 《中山大学学报(自然科学版)》 CAS CSCD 北大核心 2018年第6期151-153,共3页
曲率的非负性是刻画流形的一个关键条件。证明了具有拼挤Weyl曲率的闭shrinking solitons上Ricci曲率一定是非负的。如果进一步假设Ricci曲率是正的,那么soliton是平凡的,即是Einstein流形。
关键词 拼挤Weyl曲率 shrinking soliton 非负RICCI曲率 极值原理
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加快SMO算法训练速度的策略研究 被引量:4
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作者 骆世广 骆昌日 《计算机工程与应用》 CSCD 北大核心 2007年第33期184-187,共4页
SMO(序贯最小优化算法)算法是目前解决支持向量机训练问题的一种十分有效的方法,但是当面对大样本数据时,SMO训练速度比较慢。考虑到在SVM的优化过程中并不是所有样本都能影响优化进展,提出了两种删除样本的策略:一种是基于距离,一种是... SMO(序贯最小优化算法)算法是目前解决支持向量机训练问题的一种十分有效的方法,但是当面对大样本数据时,SMO训练速度比较慢。考虑到在SVM的优化过程中并不是所有样本都能影响优化进展,提出了两种删除样本的策略:一种是基于距离,一种是基于拉格朗日乘子的值。在几个著名的数据集的试验结果表明,两种策略都可以大大缩短SMO的训练时间,特别适用于大样本数据。 展开更多
关键词 支持向量机 序贯最小优化算法 shrinking
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空空导弹导引头小波降噪参数优选仿真研究 被引量:7
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作者 高静 李朝伟 +2 位作者 董云峰 张义飞 李春升 《航空兵器》 2010年第5期48-54,共7页
在对空空导弹导引头含噪信号实施小波阈值降噪时,以提高信噪比为规则,优选了降噪参数,并进行了离线降噪处理和实时降噪处理两种模式的仿真实验。在离线降噪模式下,通过对降噪参数的选择优化,从强噪声背景中得到了与实际的视线角速度高... 在对空空导弹导引头含噪信号实施小波阈值降噪时,以提高信噪比为规则,优选了降噪参数,并进行了离线降噪处理和实时降噪处理两种模式的仿真实验。在离线降噪模式下,通过对降噪参数的选择优化,从强噪声背景中得到了与实际的视线角速度高度一致的有用信号。在实时降噪模式下,考虑到算法的复杂性要求对降噪参数的限制,有针对性地选取了计算比较简单的降噪参数,降噪后提高信噪比仍能达到5 dB以上。研究表明,利用小波降噪技术能够克服传统导引头降噪技术的固有缺陷,可以为导引头滤波器的设计与实现提供支持。 展开更多
关键词 小波分析 阈值降噪 离线降噪 实时降噪 MALLAT算法 Visu Shrink阈值法 Birge-Massart策略
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Kinetics of nitric acid leaching of low-grade rare earth elements from phosphogypsum 被引量:7
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作者 ZENG Chu-xiong GUAN Qing-jun +4 位作者 SUI Ying YUWei-jian BU Yong-jie LIU Chu-feng ZHANG Zhen-yue 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第6期1869-1880,共12页
Phosphogypsum(PG)is a potential resource for rare earth elements(REEs).Several studies have been carried out on REE leaching from PG.However,few in-depth studies have investigated the kinetics of this leaching process... Phosphogypsum(PG)is a potential resource for rare earth elements(REEs).Several studies have been carried out on REE leaching from PG.However,few in-depth studies have investigated the kinetics of this leaching process.In this study,the leaching kinetics of REEs from PG in nitric acid at different temperatures were explored in depth.The experiments show that the maximum leaching recovery for ΣREE was 58.5%,75.9%and 83.4%at 30,60 and 80℃,respectively.Additionally,among La,Ce,Y and Nd,Y had the highest leaching rate.A new shrinking core model(SCM)based on the dissolution reaction of a cylindrical solid particle with interfacial transfer and diffusion across the product layer as the rate-controlling step was deduced and could well fit the leaching process of REEs from PG.The activation energies for the leaching of La,Ce,Y and Nd were determined on the basis of the new cylindrical SCM.In summary,the cylindrical SCM was a more suitable fitting model than the spherical SCM,and the interfacial transfer and diffusion across the product layer were the rate-controlling step for REE leaching from the PG sample. 展开更多
关键词 PHOSPHOGYPSUM rare earth elements leaching kinetics shrinking core model nitric acid
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基于非下采样Contourlet变换的图像自适应阈值去噪算法 被引量:4
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作者 金彩虹 《华中师范大学学报(自然科学版)》 CAS CSCD 北大核心 2011年第1期37-42,共6页
利用非下采样Contourlet变换的平移不变性和多方向选择性,考虑非下采样Contourlet变换域内相邻尺度间和同一尺度、不同方向间图像系数和噪声系数之间不同的相关性,根据子带含有信息量的多少,自适应地调节BayesShrink阈值大小,不仅使弱... 利用非下采样Contourlet变换的平移不变性和多方向选择性,考虑非下采样Contourlet变换域内相邻尺度间和同一尺度、不同方向间图像系数和噪声系数之间不同的相关性,根据子带含有信息量的多少,自适应地调节BayesShrink阈值大小,不仅使弱的边缘细节被从噪声中提选了出来,而且避免了将较大的噪声系数判定为图像细节的错误.实验结果表明,该算法克服了恢复图像中的伪Gibbs失真,实现了信号和噪声的有效分离,在去除噪声的同时尽可能多地保留了图像的边缘细节,提高了恢复图像的PSNR值. 展开更多
关键词 非下采样CONTOURLET变换 广义高斯分布 BAYES Shrink 相关性
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Analysis of incompressible viscous fluid flow in convergent and divergent channels with a hybrid meta-heuristic optimization techniques in ANN:An intelligent approach 被引量:2
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作者 ASLAM Muhammad Naeem RIAZ Arshad +3 位作者 SHAUKAT Nadeem ALI Shahzad AKRAM Safia BHATTI M.M. 《Journal of Central South University》 SCIE EI CAS CSCD 2023年第12期4149-4167,共19页
In this research article,we introduce a numerical investigation through artificial neural networks(ANN)integrated with evolutionary algorithm especially Archimedean optimization algorithm(AOA)hybrid with the water cyc... In this research article,we introduce a numerical investigation through artificial neural networks(ANN)integrated with evolutionary algorithm especially Archimedean optimization algorithm(AOA)hybrid with the water cycle algorithm(WCA)to address and enhance the analysis of the non-linear magneto-hydrodynamic(MHD)Jeffery-Hamel problem,especially stretching/shrinking in convergent and divergent channel.This combined technique is referred to as ANN-AOA-WCA.The complex nonlinear magneto-hydrodynamic Jeffery-Hamel problem based partial differential equations are transformed into non-linear system of ordinary differential equations for velocity and temperature.We formulate the ANN based fitness function to find the solution of non-linear differential.Subsequently,we employ a novel hybridization of AOA and WCA(AOA-WCA)to optimize the ANN based fitness function and identify the best optimal weights and biases for ANN.To demonstrate the effectiveness and versatility of our proposed hybrid method,we explore MHD models across a range of Reynolds numbers,channel angles and stretchable boundary value leading to the development of two distinct cases.ANN-AOA-WCA numerical results closely align with reference solutions(NDSOLVE)and the absolute error between NDSOLVE and ANN-AOA-WCA is up to 3.35´10^(-8),particularly critical to the understanding of stretchable convergent and divergent channel.Furthermore,to validate the ANN-AOA-WCA technique,we conducted a statistical analysis over 150 independence runs to find the fitness value. 展开更多
关键词 ANN Archimedes optimization water cycle algorithm stretching/shrinking surface convergent/divergent channel
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基于多小波—非采样Contourlet变换的自适应阈值图像去噪方法 被引量:5
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作者 雷浩鹏 李峰 《计算机应用》 CSCD 北大核心 2010年第5期1351-1355,共5页
为抑制Contourlet变换的非平移不变性和冗余性给图像去噪所带来的图像失真等缺陷,提出一种新的基于多小波—非采样Contourlet变换和基于BayesShrink的自适应阈值去噪算法:首先利用多小波对图像进行多尺度分解并结合非下采样方向滤波器... 为抑制Contourlet变换的非平移不变性和冗余性给图像去噪所带来的图像失真等缺陷,提出一种新的基于多小波—非采样Contourlet变换和基于BayesShrink的自适应阈值去噪算法:首先利用多小波对图像进行多尺度分解并结合非下采样方向滤波器组进行方向分解,接着根据分解所得到的各方向子带的关系,改进了BayesShrink自适应阈值取值方法,对图像进行去噪处理。实验结果表明:该算法去噪后图像的信噪比(SNR)与已有算法相比,有了明显的提高,有效地抑制了原Contourlet变换所造成的伪Gibbs现象,更好地保留了图像的细节信息。 展开更多
关键词 多小波—非采样Contourlet变换 图像去噪 自适应阈值 BAYES Shrink方法
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基于改进邻域收缩法的非下采样Contourlet变换域红外图像去噪 被引量:4
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作者 齐乃新 曹立佳 +1 位作者 杨小冈 陈世伟 《科学技术与工程》 北大核心 2014年第23期103-107,共5页
提出了一种基于改进邻域收缩法的NSCT域红外图像去噪算法。首先使用Bayes Shrink自适应阈值取代通用阈值作为改进邻域收缩法中的收缩阈值,再利用该收缩阈值对NSCT分解后的红外图像的高频子带进行系数收缩处理。仿真实验结果表明:改进算... 提出了一种基于改进邻域收缩法的NSCT域红外图像去噪算法。首先使用Bayes Shrink自适应阈值取代通用阈值作为改进邻域收缩法中的收缩阈值,再利用该收缩阈值对NSCT分解后的红外图像的高频子带进行系数收缩处理。仿真实验结果表明:改进算法在去噪性能和视觉效果方面相对于实验中的对比方法均有所提高,具有较好的抗噪性能和良好的边缘保护能力,能够有效的用于红外图像的去噪中。 展开更多
关键词 邻域收缩 红外图像 BAYES Shrink自适应阈值 NSCT
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Stress distribution and fatigue life of built-up sleeved backup roll 被引量:1
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作者 朱忠英 孙登月 许石民 《Journal of Central South University》 SCIE EI CAS 2012年第8期2173-2178,共6页
The advantage of built-up sleeved backup roll was described. Based on the stress distribution analysis and simulation for the built-up sleeved backup roll by using finite element method, the effects of roll sleeve thi... The advantage of built-up sleeved backup roll was described. Based on the stress distribution analysis and simulation for the built-up sleeved backup roll by using finite element method, the effects of roll sleeve thickness and shrink range on the stress-strain field were studied. Finally, based on the methodology and strategy of the fatigue analysis, fatigue life of backup roll was estimated by using the stress-strain data obtained through finite element simulation. The results show that roll sleeve thickness and shrink range have a great influence on sleeve stress distribution of built-up sleeved roll. Under the circumstance of ensuring transferring enough torque, the shrink range should be kept small. However, thicker roll sleeve has longer roll service life when the shrink range is constant. 展开更多
关键词 built-up sleeved backup roll stress-strain analysis finite element method shrink range fatigue life
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