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Data-Driven Upscaling of Orientation Kinematics in Suspensions of Rigid Fibres
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作者 Adrien Scheuer Amine Ammar +4 位作者 Emmanuelle Abisset-Chavanne Elias Cueto Francisco Chinesta Roland Keunings Suresh GAdvani 《Computer Modeling in Engineering & Sciences》 SCIE EI 2018年第12期367-386,共20页
Describing the orientation state of the particles is often critical in fibre suspension applications.Macroscopic descriptors,the so-called second-order orientation tensor(or moment)leading the way,are often preferred ... Describing the orientation state of the particles is often critical in fibre suspension applications.Macroscopic descriptors,the so-called second-order orientation tensor(or moment)leading the way,are often preferred due to their low computational cost.Closure problems however arise when evolution equations for the moments are derived from the orientation distribution functions and the impact of the chosen closure is often unpredictable.In this work,our aim is to provide macroscopic simulations of orientation that are cheap,accurate and closure-free.To this end,we propose an innovative data-based approach to the upscaling of orientation kinematics in the context of fibre suspensions.Since the physics at the microscopic scale can be modelled reasonably enough,the idea is to conduct accurate offline direct numerical simulations at that scale and to extract the corresponding macroscopic descriptors in order to build a database of scenarios.During the online stage,the macroscopic descriptors can then be updated quickly by combining adequately the items from the database instead of relying on an imprecise macroscopic model.This methodology is presented in the well-known case of dilute fibre suspensions(where it can be compared against closure-based macroscopic models)and in the case of suspensions of confined or electrically-charged fibres,for which state-of-the-art closures proved to be inadequate or simply do not exist. 展开更多
关键词 fibre suspensions data-driven upscaling closure approximations
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RESEARCH ON THE HYDRODYNAMIC STABILITY OF FIBRE SUSPENSIONS
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作者 Ph.D.Candidate:You Zhen jiang Department of Mechanics, Zhejiang University, Hangzhou 310027, China,Supervisor: Lin Jian zhong (Zhejiang University) Members of Dissertation Defense Committee: Zheng Qiang (Zhejiang University), Chairman Ren An lu (Zhejiang University) Zhang Ben zhao (Zhejiang University) Zhu Ze fei(Zhejiang Institute of Science and Engineering) Lin Jian zhong(Zhejiang University) 《Journal of Hydrodynamics》 SCIE EI CSCD 2003年第5期110-110,共1页
The stability of wall bounded fibre suspensions was studied. The linear stability analysis was performed applying the flow stability theory and slender body theory. The results of numerical analysis show that fibres... The stability of wall bounded fibre suspensions was studied. The linear stability analysis was performed applying the flow stability theory and slender body theory. The results of numerical analysis show that fibres and their hydrodynamic interactions reinforce the flow stability. Investigation of fibre orientation and vorticity in the suspension revealed the mechanisms behind the instability. Drag reduction properties in the transition regime were also presented. The experiments using dye emission and PIV techniques verified theoretical results. 展开更多
关键词 fibre suspension hydrodynamic stability slender body theory orientation tensor
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Stability and Drag Reduction in Transient Channel Flow of Fibre Suspension 被引量:4
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作者 游振江 林建忠 +1 位作者 邵雪明 张卫峰 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2004年第3期319-323,共5页
Drag reduction features in the transition regime of channel flow with fibre suspension were analyzed in terms of the linear stability theory. The modified stability equation was obtained based on the slender-body theo... Drag reduction features in the transition regime of channel flow with fibre suspension were analyzed in terms of the linear stability theory. The modified stability equation was obtained based on the slender-body theory and natural closure approximation. Results of the stability analysis show attenuating effects of fibre additives to the flow instability. For the cases leading to transition, drag reduction rate increases with the characteristic parameter H of fibres. The mechanism of drag reduction by fibres is revealed through the variation of velocity profile and the decrease of wall shear stress. The theoretical results are qualitatively consistent with some typical experiments. 展开更多
关键词 drag reduction flow stability fibre suspension channel flow
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