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Comparison of flow behaviors of near beta Ti-55511 alloy during hot compression based on SCA and BPANN models 被引量:5
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作者 Shuang-xi SHI Xiu-sheng LIU +1 位作者 Xiao-yong ZHANG Ke-chao ZHOU 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2021年第6期1665-1679,共15页
The flow behavior of Ti-55511 alloy was studied by hot compression tests at temperatures of 973−1123 K and strain rates of 0.01−10 s^(−1).Strain-compensated Arrhenius(SCA)and back-propagation artificial neural network... The flow behavior of Ti-55511 alloy was studied by hot compression tests at temperatures of 973−1123 K and strain rates of 0.01−10 s^(−1).Strain-compensated Arrhenius(SCA)and back-propagation artificial neural network(BPANN)methods were selected to model the constitutive relationship,and the models were further evaluated by statistical analysis and cross-validation.The stress−strain data extended by two models were implanted into finite element to simulate hot compression test.The results indicate that the flow stress is sensitive to deformation temperature and strain rate,and increases with increasing strain rate and decreasing temperature.Both the SCA model fitted by quintic polynomial and the BPANN model with 12 neurons can describe the flow behaviors,but the fitting accuracy of BPANN is higher than that of SCA.Sixteen cross-validation tests also confirm that the BPANN model has high prediction accuracy.Both models are effective and feasible in simulation,but BPANN model is superior in accuracy. 展开更多
关键词 Ti-55511 alloy flow stress Arrhenius constitutive equation back-propagation artificial neural network finite element
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A DIAGNOSTIC ANALYSIS OF THE WEAKENING OF WEST PACIFIC SUBTROPICAL ANTICYCLONE DURING THE PERIOD OF SOUTH CHINA SEA SUMMER MONSOON ONSET IN 1998
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作者 黄辰洁 蓝光东 +3 位作者 徐敏贞 陈训来 王安宇 吴池胜 《Journal of Tropical Meteorology》 SCIE 2011年第2期147-155,共9页
The onset of South China Sea summer monsoon in 1998 occurred on May 21st. Using the U.S. National Centers for Environmental Prediction reanalysis data, this paper examines the physical process of the weakening of a su... The onset of South China Sea summer monsoon in 1998 occurred on May 21st. Using the U.S. National Centers for Environmental Prediction reanalysis data, this paper examines the physical process of the weakening of a subtropical anticyclone in West Pacific during the onset period using the Zwack-Okossi vorticity equation. Results show that during the pre-onset period, the positive vorticity advection in front of an upper tropospheric trough was the most dominant physical mechanism for the increase of the cyclonic vorticity on the 850-hPa layer over the South China Sea and its nearby region. The secondary contribution to the increase of the cyclonic vorticity was the warm-air advection. After the onset, the magnitude of the latent-heat warming term rapidly increased and its effect on the increase of the cyclonic vorticity was about the same as the positive-vorticity advection. The adiabatic term and divergence term contributed negatively to the increase of the cyclonic vorticity most of the time. Thus, the positive vorticity advection is the most important physical mechanism for the weakening of the West Pacific subtropical anticyclone over the South China Sea during the onset period. 展开更多
关键词 South China Sea Summer Monsoon Zwack-Okossi vorticity equation vorticity advection West Pacific subtropical anticyclone
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多媒体课堂教学软件的设计与制作
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作者 方琳 《石油教育》 1997年第8期49-50,共2页
关键词 教学软件 多媒体课堂 交互图标 流程方向 下拉式菜单 a粒子 条件判断 人机交互方式 Authorware 动画文件
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Blow-Up for a Semi-linear Advection-Diffusion System with Energy Conservation 被引量:2
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作者 Dapeng DU Jing LU 《Chinese Annals of Mathematics,Series B》 SCIE CSCD 2009年第4期433-446,共14页
The authors study radial solutions to a model equation for the Navier-Stokes equations. It is shown that the model equation has self-similar singular solution if 5 ≤ n ≤ 9. It is also shown that the solution will bl... The authors study radial solutions to a model equation for the Navier-Stokes equations. It is shown that the model equation has self-similar singular solution if 5 ≤ n ≤ 9. It is also shown that the solution will blow up if the initial data is radial, large enough and n ≥ 5. 展开更多
关键词 Navier-Stokes equations Self-similar singular solutions BLOW-UP
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A geometric heat flow for vector fields 被引量:2
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作者 LI Yi LIU KeFeng 《Science China Mathematics》 SCIE CSCD 2015年第4期673-688,共16页
We introduce and study a geometric heat flow to find Killing vector fields on closed Riemannian manifolds with positive sectional curvature. We study its various properties, prove the global existence of the solution ... We introduce and study a geometric heat flow to find Killing vector fields on closed Riemannian manifolds with positive sectional curvature. We study its various properties, prove the global existence of the solution to this flow, discuss its convergence and possible applications, and its relation to the Navier-Stokes equations on manifolds and Kazdan-Warner-Bourguignon-Ezin identity for conformal Killing vector fields. We also provide two new criterions on the existence of Killing vector fields. A similar flow to finding holomorphic vector fields on K¨ahler manifolds will be studied by Li and Liu(2014). 展开更多
关键词 geometric heat flow Killing vector fields Yano's theorem Navier-Stokes equations KazdanWarner-Bourguignon-Ezin identity
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A one-equation turbulence model for recirculating flows 被引量:3
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作者 Yang Zhang Jun Qiang Bai +1 位作者 Jing Lei Xu Yi Li 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS CSCD 2016年第6期77-88,共12页
A one-equation turbulence model which relies on the turbulent kinetic energy transport equation has been developed to predict the flow properties of the recirculating flows. The turbulent eddy-viscosity coefficient is... A one-equation turbulence model which relies on the turbulent kinetic energy transport equation has been developed to predict the flow properties of the recirculating flows. The turbulent eddy-viscosity coefficient is computed from a recalibrated Bradshaw's assumption that the constant a1= 0.31 is recalibrated to a function based on a set of direct numerical simulation(DNS) data. The values of dissipation of turbulent kinetic energy consist of the near-wall part and isotropic part, and the isotropic part involves the von Karman length scale as the turbulent length scale. The performance of the new model is evaluated by the results from DNS for fully developed turbulence channel flow with a wide range of Reynolds numbers. However, the computed result of the recirculating flow at the separated bubble of NACA4412 demonstrates that an increase is needed on the turbulent dissipation, and this leads to an advanced tuning on the self-adjusted function. The improved model predicts better results in both the non-equilibrium and equilibrium flows, e.g. channel flows, backward-facing step flow and hump in a channel. 展开更多
关键词 turbulent flows one-equation turbulence model recirculating flows
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Mathematical modeling of micropolar fluid flow through an overlapping arterial stenosis
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作者 Ahmad Reza Haghighi Mohammad Shahbazi Asl 《International Journal of Biomathematics》 2015年第4期257-271,共15页
In this study a mathematical model for two-dimensional pulsatile blood flow through overlapping constricted tapered vessels is presented. In order to establish resemblance to the in vivo conditions, an improved shape ... In this study a mathematical model for two-dimensional pulsatile blood flow through overlapping constricted tapered vessels is presented. In order to establish resemblance to the in vivo conditions, an improved shape of the time-variant overlapping stenosis in the elastic tapered artery subject to pulsatile pressure gradient is considered. Because it contains a suspension of all erythrocytes, the flowing blood is represented by micropolar fluid. By applying a suitable coordinate transformation, tapered cosine-shaped artery turned into non-tapered rectangular and a rigid artery. The governing nonlinear partial differential equations under the imposed realistic boundary conditions are solved using the finite difference method. The effects of vessel tapering on flow characteristics consid- ering their dependencies with time are investigated. The results show that by increasing the taper angle the axial velocity and volumetric flow rate increase and the microrota- tional velocity and resistive impedance reduce. It has been shown that the results are in agreement with similar data from the literature. 展开更多
关键词 Finite difference scheme tapered artery micropolar fluid blood flow.
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