📣 Help Shape the Future of UKRI's Gateway to Research (GtR)

We're improving UKRI's Gateway to Research and are seeking your input! If you would be interested in being interviewed about the improvements we're making and to have your say about how we can make GtR more user-friendly, impactful, and effective for the Research and Innovation community, please email gateway@ukri.org.

A dynamical systems analysis of high-Reynolds-number wall turbulence

Lead Research Organisation: Imperial College London
Department Name: Aeronautics

Abstract

Turbulence in fluid flows over a solid surface (i.e. wall turbulence) is ubiquitous and central to the design of many aeronautical- and mechanical-engineering devices, such as aircraft wings, ship hulls, trains, cars, turbine blades, pipelines, and heat exchangers. The momentum transfer in wall turbulence is dominated by highly-organised energy-containing fluid motions, often referred to as coherent structures. There is a growing body of recent evidence that wall turbulence at high Reynolds numbers is organised into a hierarchy of self-similar, self-sustaining coherent structures, the size of which is proportional to their distance from the wall. Recently, the group of the applicant has discovered a set of exact solutions of the Navier-Stokes equations, which are directly linked with these self-similar coherent structures. In dynamical systems theory, such exact solutions form a skeleton of chaotic dynamics of turbulence in `state space'. Motivated by this recent discovery, this proposal aims to formulate and examine a dynamical-systems-theory-based description of wall turbulence at high Reynolds numbers. To this end, the present proposal sets out two work packages based on the state-of-the-art understanding of wall turbulence: 1) Computation of self-similar time-periodic solutions (periodic orbits) for the dynamics of individual coherent structures; 2) Dynamical systems analysis of minimal multi-scale (two-scale) wall turbulence. The outcome of this proposal will provide fundamental physical insight into the individual and collective dynamics of coherent structures in high-Reynolds-number wall turbulence. In particular, it will form a key building-block knowledge in a low-dimensional description of high-Reynolds-number wall turbulence. Ultimately, this will play a pivotal role in illuminating the precise `dynamical' mechanisms of turbulent skin-friction generation, heat transfer, and noise generation, the central processes underpinning many industrial designs.

Planned Impact

A growing body of recent evidence has been supporting that the dynamics of turbulent flows at high Reynolds numbers may well be approached with suitable extensions of the notions of dynamical systems theory previously used to study transition and turbulence at low Reynolds number. Given the nature of the proposed research, which exercises these notions for high-Reynolds number turbulence, its main output will be knowledge in the form of scientific papers to be published in leading fluid mechanics journals. Therefore, the primary and immediate beneficiaries from the proposed research will be academics working on fluid dynamics (applied mathematicians, statistical physicists and engineers).

The fundamental research of wall-bounded shear flows, such as channel flow, pipe flow and boundary layers, underpins the technologies concerning development of aircrafts, ships, trains, turbo-machineries and heat exchangers. It is also crucial to understand atmospheric surface layer, a popular location for wind energy harvesting. With this nature, the proposed research will deliver an improved description on the mechanisms of turbulent skin-friction generation, heat transfer and noise generation. As such, it would be highly valuable for the early-stage design processes of next-generation transportation products and wind-energy farms, ultimately offering a long-term benefit for manufacturing and energy industries.

Publications

10 25 50
publication icon
Holford J (2024) A data-driven quasi-linear approximation for turbulent channel flow in Journal of Fluid Mechanics

publication icon
Doohan P (2021) Minimal multi-scale dynamics of near-wall turbulence in Journal of Fluid Mechanics

publication icon
Bengana Y. (2022) SPANWISE WALL OSCILLATION APPLIED TO EXACT COHERENT STATES OF PLANE COUETTE FLOW in 12th International Symposium on Turbulence and Shear Flow Phenomena, TSFP 2022

publication icon
Holford J (2024) The energetics and colour for linearised models of wall turbulence in Journal of Fluid Mechanics

publication icon
Hwang Y (2020) The mean logarithm emerges with self-similar energy balance in Journal of Fluid Mechanics

 
Description Dynamical systems theory is an important area to study nonlinear dynamics. Here, we applied it to study turbulence, chaotic motions in fluid flows, and explored its suitability and limitations.
Exploitation Route The outcomes of funding provide an important knowledge for academic community on the suitability of dynamical systems theory for turbulence research, which can potentially used for the development of new aeronautical engineering devices.
Sectors Aerospace

Defence and Marine

Energy

Manufacturing

including Industrial Biotechology

Transport

URL https://www.itpfg-hwang.group/publications
 
Description Dynamical systems analysis of turbulent boundary layer under adverse pressure gradient
Amount £15,361,293 (GBP)
Funding ID 2368066 
Organisation Engineering and Physical Sciences Research Council (EPSRC) 
Sector Public
Country United Kingdom
Start 01/2020 
End 06/2023
 
Description Multi-scale invariant solutions in plane Couette flow: a reduced-order model approach 
Organisation Technological Institute of Aeronautics
Country Brazil 
Sector Academic/University 
PI Contribution We have designed and performed the project using the reduced-order model geneated by our collaborator.
Collaborator Contribution Provided the reduced-order model for the Navier-Stokes equations
Impact 1 Publication: Multi-scale invariant solutions in plane Couette flow: a reduced-order model approach, M. McCormack, A. V. G. Cavalieri & Y. Hwang, J. Fluid Mech. To appear
Start Year 2020
 
Description Quasilinear approximation for compressible channel flow 
Organisation Sapienza University of Rome
Department Faculty of Civil and Industrial Engineering
Country Italy 
Sector Academic/University 
PI Contribution Development of a new reduced-order model for turbulence in compressible boundary layer
Collaborator Contribution Performed numerical simulations and provided the data for reduced-order modelling
Impact A journal paper currently in preparation
Start Year 2024
 
Description Scale interaction in wall turbulence 
Organisation University of Paris-Saclay
Country France 
Sector Academic/University 
PI Contribution We have just built contribution. We are currently writing a proposal together.
Collaborator Contribution We have just built contribution. We are currently writing a proposal together.
Impact Not yet.
Start Year 2019
 
Description A seminar given in the Department of Mathematics, Imperial College London 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact About 60 academics, postdocs and postgraudate students attended for a seminar. The talk is recorded and is presented online.
Year(s) Of Engagement Activity 2022
URL https://www.youtube.com/watch?v=4xE5acZNk20&t=3389s
 
Description A talk or presentation - Give a talk in Annual Division of Fluid Dynamics Meeting in American physical socieity: A sparse optimal closure for a reduced-order model of wall-bounded turbulence 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact About 2000 academics, UG and PG students and postdocs attended for an international conference represending their annual research outputs.
Year(s) Of Engagement Activity 2021
 
Description A talk or presentation - Give a talk in Annual Division of Fluid Dynamics Meeting in American physical socieity: Wall-bounded turbulent flow and equilibrium states in plane Couette flow under spanwise wall oscillation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact About 2000 academics, UG and PG students and postdocs attended for an international conference represending their annual research outputs.
Year(s) Of Engagement Activity 2022
 
Description APS DFD meeting in Indianapolis 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Attended Annual Division of Fluid Dynamics Meeting in American Physical Society, and four people are attended from my group. Among them, Dr Yacine Bengana presented his on-going EPSRC-funded research and myself also gave an oral presentation.
Year(s) Of Engagement Activity 2022
URL https://www.apsdfd2022.org/
 
Description APS DFD meeting in Washington, DC 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Over 3000 people attended for this international conference, which which sparked questions and discussion afterwards. Colleagues in the world expresed increased interest in related subject areas.
Year(s) Of Engagement Activity 2023
URL https://meetings.aps.org/Meeting/DFD23/Session/G22.1
 
Description APS DFD meeting in Washington, DC 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact 3000 people attended for this international conference, which which sparked questions and discussion afterwards. Colleagues in the world expresed increased interest in related subject areas.
Year(s) Of Engagement Activity 2023
URL https://meetings.aps.org/Meeting/DFD23/Session/A33.2
 
Description CTR summer program in Stanford University 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact About 150 academic staffs, researchers, funders (program managers) and PhD students are gathered for a short research (1 month) to spark new directions of turbulence research
Year(s) Of Engagement Activity 2024
URL https://ctr.stanford.edu/
 
Description European Fluid Mechanics 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Attended European Fluid mechanics conference held in Athens and presented the on-going research. From my group, four people attended. Among them, Dr Yacine Bengana gave a presentation on his EPSRC-funded research.
Year(s) Of Engagement Activity 2022
URL https://www.efmc14.org/
 
Description European Turbulence Conference in Valencia 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Over 500 people attended for this international conference, which which sparked questions and discussion afterwards. Colleagues in the world expresed increased interest in related subject areas
Year(s) Of Engagement Activity 2023
URL https://etc18.webs.upv.es/
 
Description Give a talk in Annual Division of Fluid Dynamics Meeting in American physical socieity: Wall-bounded turbulent flow and equilibrium states in plane Couette flow under spanwise wall oscillation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact About 2000 academics, UG and PG students and postdocs attended for an international conference represending their annual research outputs.
Year(s) Of Engagement Activity 2021
URL https://www.apsdfd2021.org/
 
Description Given a seminar in the series of Shear Flow Instability, Transition and Turbulence by Department of Mathematics, Monash University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact 60 people (academic, graudate students, funding agencies) attended for an online seminar taken place during pandemic.
Year(s) Of Engagement Activity 2020
 
Description Invited as a participant in the Isaac Newton Institute Programme on Mathematical aspects of turbulence: where do we stand? 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact About 100 internationally renowned acadmics and postdocs attended for communications of their research and development of collabirations -- currently developing a possible collaboration.
Year(s) Of Engagement Activity 2021
 
Description Invited seminar in IST Austria 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact The complex Physics group led by Prof. B Hof attended to listen the seminar. This has developed new collaboration with his grou.
Year(s) Of Engagement Activity 2023
 
Description Invited seminar in University of Keele 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Postgraduate students
Results and Impact About 30 academics, postdocs and PhD students attended for my seminar given in Keele University. They showed increased interest in my research.
Year(s) Of Engagement Activity 2022
 
Description Seminar in Instituto Tecnologico de Aeronautica, Brazil. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Gave a seminar at Instituto Tecnologico de Aeronautica Brazil and 40 people attended. There were questions and discussions afterwards, with increased interest for future collaborations
Year(s) Of Engagement Activity 2024
 
Description Seminar in Sapienza University of Rome 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Gave a seminar at Sapienza University of Rome, Italy and 40 people attended. There were questions and discussions afterwards, with increased interest for future collaborations
Year(s) Of Engagement Activity 2024
 
Description Summer Schoolds in Complex Motions in Fluids 2023 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Over 50 postgraduate students attended this summer school, which sparked questions and discussion afterwards. The organisers reported increased interest in turbulence
Year(s) Of Engagement Activity 2023
URL https://sites.google.com/cam.ac.uk/complexmotioninfluids2023/home
 
Description UK fluids conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact About 200 acadmics, UG and PG students and postdocs attend for a national conference on fluid mechanics, which sparked questions and discussion afterward with colleagues.
Year(s) Of Engagement Activity 2021
URL https://www.southampton.ac.uk/engineering/news/events/2021/09/10-uk-fluids-conference-2021.page