Investigation of wall-bounded turbulent flow using Dynamic mode decomposition

Yoshinori Mizuno; Daniel Duke; Callum Atkinson; Julio Soria

doi:10.1088/1742-6596/318/4/042040

Investigation of wall-bounded turbulent flow using Dynamic mode decomposition

Yoshinori Mizuno
, Daniel Duke
, Callum Atkinson
, Julio Soria

Mechanical & Aerospace Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

13 Citations (Scopus)

Abstract

Dynamics mode decomposition (DMD) which is a method to construct a linear mapping describing the dynamics of a given time-series of any quantities is applied to the analysis of a turbulent channel flow. The flow fields are generated by direct numerical simulations for the friction Reynolds number Re _τ = 190. The time-series of the flow fields in a short time-interval in the order of the wall-unit time-scale and in a small spatial domain that encloses a single near-wall structure are used as the inputs to DMD. In some datasets, linearly growing modes that seem to contribute to the well-known self-sustained cycle of the flow structures near the wall are detected.

Original language	English
Title of host publication	13th European Turbulence Conference (ETC13) 12–15 September 2011, Warsaw
Publisher	IOP Publishing
Number of pages	5
Volume	318
Edition	SECTION 4
DOIs	https://doi.org/10.1088/1742-6596/318/4/042040
Publication status	Published - 2011
Event	European Turbulence Conference 2013 - Lyon, France Duration: 1 Sept 2013 → 4 Sept 2013 Conference number: 14th

Publication series

Name	Journal of Physics: Conference Series
Publisher	IOP Publishing
ISSN (Print)	1742-6588

Conference

Conference	European Turbulence Conference 2013
Abbreviated title	ETC 2013
Country/Territory	France
City	Lyon
Period	1/09/13 → 4/09/13

Access to Document

10.1088/1742-6596/318/4/042040

Cite this

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title = "Investigation of wall-bounded turbulent flow using Dynamic mode decomposition",

abstract = "Dynamics mode decomposition (DMD) which is a method to construct a linear mapping describing the dynamics of a given time-series of any quantities is applied to the analysis of a turbulent channel flow. The flow fields are generated by direct numerical simulations for the friction Reynolds number Re τ = 190. The time-series of the flow fields in a short time-interval in the order of the wall-unit time-scale and in a small spatial domain that encloses a single near-wall structure are used as the inputs to DMD. In some datasets, linearly growing modes that seem to contribute to the well-known self-sustained cycle of the flow structures near the wall are detected.",

author = "Yoshinori Mizuno and Daniel Duke and Callum Atkinson and Julio Soria",

year = "2011",

doi = "10.1088/1742-6596/318/4/042040",

language = "English",

volume = "318",

series = "Journal of Physics: Conference Series",

publisher = "IOP Publishing",

booktitle = "13th European Turbulence Conference (ETC13) 12–15 September 2011, Warsaw",

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edition = "SECTION 4",

note = "European Turbulence Conference 2013, ETC 2013 ; Conference date: 01-09-2013 Through 04-09-2013",

}

Mizuno, Y, Duke, D , Atkinson, C & Soria, J 2011, Investigation of wall-bounded turbulent flow using Dynamic mode decomposition. in 13th European Turbulence Conference (ETC13) 12–15 September 2011, Warsaw. SECTION 4 edn, vol. 318, Journal of Physics: Conference Series, IOP Publishing, European Turbulence Conference 2013, Lyon, France, 1/09/13. https://doi.org/10.1088/1742-6596/318/4/042040

Investigation of wall-bounded turbulent flow using Dynamic mode decomposition. / Mizuno, Yoshinori; Duke, Daniel ; Atkinson, Callum et al.
13th European Turbulence Conference (ETC13) 12–15 September 2011, Warsaw. Vol. 318 SECTION 4. ed. IOP Publishing, 2011. (Journal of Physics: Conference Series).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other

TY - GEN

T1 - Investigation of wall-bounded turbulent flow using Dynamic mode decomposition

AU - Mizuno, Yoshinori

AU - Duke, Daniel

AU - Atkinson, Callum

AU - Soria, Julio

N1 - Conference code: 14th

PY - 2011

Y1 - 2011

N2 - Dynamics mode decomposition (DMD) which is a method to construct a linear mapping describing the dynamics of a given time-series of any quantities is applied to the analysis of a turbulent channel flow. The flow fields are generated by direct numerical simulations for the friction Reynolds number Re τ = 190. The time-series of the flow fields in a short time-interval in the order of the wall-unit time-scale and in a small spatial domain that encloses a single near-wall structure are used as the inputs to DMD. In some datasets, linearly growing modes that seem to contribute to the well-known self-sustained cycle of the flow structures near the wall are detected.

AB - Dynamics mode decomposition (DMD) which is a method to construct a linear mapping describing the dynamics of a given time-series of any quantities is applied to the analysis of a turbulent channel flow. The flow fields are generated by direct numerical simulations for the friction Reynolds number Re τ = 190. The time-series of the flow fields in a short time-interval in the order of the wall-unit time-scale and in a small spatial domain that encloses a single near-wall structure are used as the inputs to DMD. In some datasets, linearly growing modes that seem to contribute to the well-known self-sustained cycle of the flow structures near the wall are detected.

UR - https://www.scopus.com/pages/publications/84856337832

U2 - 10.1088/1742-6596/318/4/042040

DO - 10.1088/1742-6596/318/4/042040

M3 - Conference Paper

AN - SCOPUS:84856337832

VL - 318

T3 - Journal of Physics: Conference Series

BT - 13th European Turbulence Conference (ETC13) 12–15 September 2011, Warsaw

PB - IOP Publishing

T2 - European Turbulence Conference 2013

Y2 - 1 September 2013 through 4 September 2013

ER -

Investigation of wall-bounded turbulent flow using Dynamic mode decomposition

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