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Efficient capture of the dominant periodic orbits underlying turbulent fluid flow.

Efficient capture of the dominant periodic orbits underlying turbulent fluid flow.
有效捕获湍流流体流动的主要周期轨道。
批准号:
EP/K03636X/1
负责人:
Ashley Willis
金额:
$8.4万
依托单位:
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2013
资助国家:
英国
项目状态:
已结题
起止时间:
2013 至 --

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中文摘要
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英文摘要
We are familiar with turbulence, through its affect on the stability of aircraft during flight. Fluids, in this case air, are generally regarded as exhibiting two states of flow - a 'laminar' state and a 'turbulent' state. Turbulence is characterised by chaotic variations in the direction of the flow, through the appearance of whirls or 'eddies'. In industrial applications, turbulence typically leads to a loss of performance, as significant energy can be lost to the generation of eddies. A typical example is in pipelines, important for domestic water supply, irrigation, cooling systems, oil and gas supply. Rather than energy being expended in moving fluid directly from A to B, almost all the energy is lost to the creation and sustenance of turbulence! The question of how to model turbulence, therefore, is consistently listed among the most important outstanding problems of applied mathematics and theoretical physics (e.g. http://en.wikipedia.org/wiki/List_of_unsolved_problems_in_physics). This work builds on recent progress in understanding turbulence, made possible by the recent discovery of solutions to the equations governing flow in pipes and channels. These solutions are in the form of waves. Although they travel with the flow, their structure is otherwise static in time. Turbulence is chaotic in time, however. A radical step-change in this approach will be to model turbulence in terms of solutions that vary in time and that repeat after a period of time. Substantially new computational methods will be required to isolate such solutions in the future. There is strong motivation for isolating repeating cycles, otherwise called periodic orbits - from dynamical systems theory they are known to efficiently capture complex dynamics, filtering out activity that is otherwise a distraction. Often only a handful of periodic orbits are required to reproduce the statistical properties of a seemingly complex system.By extracting periodic orbits directly from simulations of turbulence itself, this project aims to capture those periodic orbits that are dynamically most important. So far it has only been possible to find orbits via numerical continuation methods, where there is no clear link between the orbits and the actual dynamics of the system. Capturing periodic cycles in a 'large' system such as turbulence, however, has been a challenging task. In this work, a new symmetry projection method will be developed to enable meaningful visualisations of the underlying dynamics. It has been shown that this particular method dramatically improves our ability to spot recurring cycles, i.e. periodic orbits. Collaboration with a leading European experimental facility will enable further application of these methods, plus theoretically guided searches to be performed more rapidly than is possible in simulation.This work will have great impact on our understanding of dynamical processes underlying turbulence, where periodic orbits will provide a basis for describing and predicting fluid flow patterns. This will open new avenues of future research in methods of prediction and control.
期刊论文(7)
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科研奖励(0)
会议论文
DOI: 10.1017/jfm.2017.699
发表时间: 2017-12-25
期刊: JOURNAL OF FLUID MECHANICS
影响因子: 3.7
作者: [Budanur, N. B., Short, K. Y., Cvitanovic, P.]
通讯作者: Cvitanovic, P.
The Openpipeflow Navier--Stokes Solver
Openpipeflow Navier--Stokes 求解器
DOI: 10.48550/arxiv.1705.03838
发表时间: 2017
期刊:
影响因子: --
作者: [Willis A]
通讯作者: Willis A
Equilibria, periodic orbits and computing them
平衡、周期轨道及其计算
DOI: 10.48550/arxiv.1908.06730
发表时间: 2019
期刊:
影响因子: --
作者: [Willis A]
通讯作者: Willis A
Symmetry reduction in high dimensions, illustrated in a turbulent pipe
高维对称性降低,如湍流管道所示
DOI: 10.48550/arxiv.1504.05825
发表时间: 2015
期刊:
影响因子: --
作者: [Willis A]
通讯作者: Willis A
6
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    • 财政年份:
      2016
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    • 项目类别:
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    • 负责人:
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      31071099
    • 项目类别:
      面上项目
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    • 批准年份:
      2010
    • 负责人:
      戴朴
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    • 资助金额:
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