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Mechanical Property Prediction of Strip Model Based on PSOBP Neural Network

WANG Ping , HUANG Zhenyi , ZHANG Mingya , ZHAO Xuewu

钢铁研究学报(英文版)

Mechanical property prediction of hot rolled strip is one of the hotspots in material processing research. To avoid the local infinitesimal defect and slow constringency in pure BP algorithm, a kind of global optimization algorithm—particle swarm optimization (PSO) is adopted. The algorithm is combined with the BP rapid training algorithm, and then, a kind of new neural network (NN) called PSOBP NN is established. With the advantages of global optimization ability and the rapid constringency of the BP rapid training algorithm, the new algorithm fully shows the ability of nonlinear approach of multilayer feedforward network, improves the performance of NN, and provides a favorable basis for further online application of a comprehensive model.

关键词: particle swarm optimization algorithm;BP neural network;hot continuous rolling strip;mechanical

小角度直线反走样的改进Wu算法

李铂 , 周建江 , 夏伟杰 , 吴连慧

液晶与显示 doi:10.3788/YJYXS20142904.0605

直线是机载座舱显示画面中最基本的图元,其显示质量对于整个画面的显示效果影响较大,尤其是小角度下直线显示的“麻花”现象一直是影响显示效果的关键问题之一.为了提高小角度下直线的显示效果,本文提出了一种基于Wu算法的亮度渐变改进算法.该算法通过渐进地展现直线从轴方向上的亮度变化过程,减少亮度畸变,有效地改进了显示效果.通过Matlab仿真和FPGA实现,验证了该算法反走样后的小角度直线显示效果明显优于其他算法,而且结合中点画线法后,绘制时间与Wu算法相当.同时该算法还可改善大角度直线和圆弧的显示效果,消除了大角度直线的边缘锯齿,解决了圆弧在小角度部分的虚化问题.因此本文算法可用于对实时性和显示效果要求高的机载座舱显示系统,以缓解飞行员的视觉疲劳.

关键词: 座舱显示 , 反走样 , 改进Wu算法 , 小角度 , FPGA实现

基于Wu反走样的三角形光栅化边缘反走样算法

吴连慧 , 周建江 , 夏伟杰 , 陈雅雯

液晶与显示 doi:10.3788/YJYXS20153001.0163

对于光栅化的三角形,其边缘存在明显的锯齿现象,因此需要进行反走样处理.基于Wu直线反走样算法的思想,考虑了水平直线外侧直接添加插值点的算法和三角形三边外侧反走样的算法.综合两者的优点,在绘制光栅化的三角形的同时,边缘叠加Wu反走样直线,并考虑背景像素灰度值的作用.结果表明,改进的三角形光栅化的边缘反走样算法有效提高了三角形光栅化后边缘的显示效果,该算法计算量小,便于FPGA实现,可用于对图形显示质量要求很高的机载显示系统.

关键词: 反走样 , Wu算法 , 光栅化 , FPGA

碳酸钙粒子增韧高密度聚乙烯的脆韧转变——Wu氏增韧理论聚合物共混物脆韧转变判据的适用条件

胡跃鑫 , 冯玉林 , 姜伟

应用化学 doi:10.3724/SP.J.1095.2011.00521

采用不同尺寸的碳酸钙粒子增韧高密度聚乙烯,研究了不同温度下共混体系的临界粒子间距与碳酸钙粒子尺寸和含量之间的关系,确定了温度是Wu氏增韧理论临界粒子间判据适用性的重要影响因素.结果表明,在17℃下,临界粒子间距与碳酸钙粒子的尺寸和含量无关,该条件下Wu氏增韧理论临界粒子间距判据是适用的;而随着温度的升高,发现临界粒子间距依赖于碳酸钙粒子的尺寸,表明高温条件下,Wu氏增韧理论临界粒子间距判据不再适用.

关键词: 聚合物增韧 , 粒子间距 , 脆韧转变

1998 COMPREHENSIVE TABLE OF CONTENTS

中国腐蚀与防护学报

N。1Atmospheric Corrosivlty for Steels………………………………………………… .LIANG Caideng HO[I i。-tat(6)Caustic Stress Corrosion Cr。king of Alloy 800 Part 2.The Effect of Thiosul执e……………………………………… KONG De-sheng YANG Wu ZHAO Guo-zheng HUANG De.ltL。ZHANG Yu。。he CHEN She。g-bac(13)SERS slid E16CttOCh6iniC81 Stlldy Of Illhibit1Oli M6ch&tllsth Of ThlollY68 Oil ITOll ID H....

关键词:

First-principle study of electronic properties of Ti3Si1-xAlxC2 solid solutions

Journal of Physics and Chemistry of Solids

The layered ternary ceramics Ti3SiC2 and Ti3AlC2 are isostructural and can form Ti3Si1-xAlxC2 solid solutions combining the advanced properties of both compounds [H.B. Zhang, Y.C. Zhou, Y.W. Bao, M.S. Li, Improving the oxidation resistance of Ti3SiC2 by forming a Ti3Si0.90Al0.1C2 solid solution, Acta Mater. 52 (2004) 3631-3637; E.D. Wu, J.Y. Wang, H.B. Zhang, Y.C. Zhou, K. Sun, Y.J. Xue, Neutron diffraction studies of Ti3Si0.9Al0.1C2 compound, Mater. Lett. 59 (2005) 2715-2719; J.Y. Wang, Y.C. Zhou, First-principles study of equilibrium properties and electronic structure of Ti3Si0.75Al0.25C2 solid solution, J. Phys.: Condens. Matter 15 (2003) 5959-5968; Y.C. Zhou, J.X. Chen, J.Y. Wang, Strengthening of Ti3AlC2 by incorporation of Si to form Ti3Al1-xSixC2 solid solutions, Acta. Mater. 54 (2006) 1317-1322]. In the present work, the solid solutions of Ti3Si1-xAlxC2 (x = 0, 0.25, 0.33, 0.5, 0.67, 0.75, 1) are investigated by first-principle calculations based on pseudo-potential plan-wave method within the density functional theory framework. The results show that as Al content increases in the solid solution, all the bonds have weakened to certain extents, which lead to an unstable structure both energetically and geometrically. The calculated results are compared and discussed with the reported data for the Ti3Si1-xAlxC2 solid solutions. (c) 2007 Elsevier Ltd. All rights reserved.

关键词: ceramics;ab initio calculations;electronic structure;electrical;conductivity;oxidation behavior;mechanical-properties;ti3sic2;temperature;ti3alc2;air;si

Numerical Simulation and Shrinkage Defects Prediction of a Turbine Blade Investment Casting

Jing TIAN , Xiang XUE , Yuebing ZHANG , Yalong GAO , Luzhi LIU , Qin SUN , Shiyou YUAN

材料科学技术(英文)

By adopting the solid modeling software SoldEdge and the enmeshment software SRIFCast as the pre-processing platform, a Ni based alloy turbine blade was three-dimensionally modeled and automatically enmeshed. A software code for numerical simulation of fluid flow and heat transfer was developed. The Xue criterion and Niyama criterion were used to predict the position of the shrinkage defects occurring in the solidification processes of the turbine blade. The results showed that both Xue and Niyama criteria could precisely predict the shrinkage defects in the Ni based alloy turbine blade. This indicates that numerical simulation is a significant tool in improving casting quality.

关键词:

Noncollinear magnetic ground state of PrFeAsO

Europhysics Letters

Noncollinear magnetic investigations of the ground state in PrFeAsO have been performed by the density-functional theory. We calculated the total energy and made structure optimization, and the electronic density of states of PrFeAsO was analyzed. There are three different magnetic structures in PrFeAsO defined by experiments. Based on these magnetic structures, we studied four collinear and four noncollinear cases. The ground state is found to take the ordering proposed by Zhao, in which the FeAs plane is of stripe antiferromagnetism and Pr spins are perpendicular to Fe spins. The electronic density of states indicates that for PrFeAsO the increase of the electron Coulomb interaction leads to a decrease in conductivity. Copyright (C) EPLA, 2011

关键词: high-temperature superconductivity;phase-diagram;oxypnictides;instability

基于灰度控制的任意端点直线反走样算法研究

杨军锋 , 李乐意 , 杜军 , 王海明 , 杨朴

液晶与显示 doi:10.3788/YJYXS20163104.0392

针对使用灰度控制算法不能准确绘制端点不在像素中心点的直线的问题,结合Wu算法,提出了一种基于灰度控制的任意端点直线反走样算法.介绍了Wu算法思想和灰度控制反走样算法,对两种算法进行数学分析,提出灰度控制不能解决的问题及问题产生的后果.结合Wu算法提出了新的基于灰度控制的算法,新算法减少了距离计算和灰度转换的计算,同时解决了任意端点直线的反走样问题.对新算法的效率和反走样效果进行仿真计算.仿真结果表明,新算法比Wu算法效率更高,绘制直线所用时间平均减少33.91%;新算法比灰度控制算法绘制直线更准确,特别是在直线移动的过程中,有较好的动态显示效果.本文提出的新算法,效率较高,显示效果较好,具有很高的应用价值.

关键词: 反走样 , 灰度控制 , Wu算法 , 任意端点直线

双模晶体相场模型在相结构转变中的研究进展

员江娟 , 陈铮 , 李尚洁

材料导报

双模晶体相场模型是研究复杂晶体结构相变的重要方法.分别介绍了Kuo-An Wu和Greenwood提出的两种双模晶体相场模型,简述了两种模型各自的构造特点:Kuo-An Wu通过在模型中多引入一族倒易矢量来描述复杂晶体结构,Greenwood则通过在自由能函数中引入多峰和构造两点直接相关函数来完成,两者都在模拟三角结构相向正方结构相的转变中得到了广泛应用;进一步指出了Kuo-An Wu模型相转变的影响因素及高斯峰对Green-wood模型相图的影响;最后指明了晶体相场在相变模拟研究中的发展方向.

关键词: 晶体相场模型 , 双模 , 相图 , 相变

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