Logarithmic-layer turbulence: a view from the wall
arXiv:1812.01354 · doi:10.1103/PhysRevFluids.4.114603
Abstract
The observability of the flow field away from the wall in turbulent channel flow is studied using only wall observations. Reconstructions are generated from noiseless but limited wall data using linear stochastic estimation, with emphasis on the quality of the reconstruction. All the velocities are well reconstructed in the buffer layer, but only relatively large "wall-attached" eddies are observable farther from the wall. In particular, the large structures accounting for approximately 40% of the total kinetic energy and of the tangential Reynolds stress are captured accurately. It is argued that this should allow the use of wall sensors for the active control of logarithmic-layer turbulence. It also suggests a quantitative definition of "wall-attached" eddies.
arXiv comment28 pages, 11 figures
References in corpus (1)
Cited by in corpus (18)
- Improving aircraft performance using machine learning: a review
- From coarse wall measurements to turbulent velocity fields through deep learning
- State estimation in turbulent channel flow from limited observations
- Resolvent-based estimation of turbulent channel flow using wall measurements
- Active and inactive components of the streamwise velocity in wall-bounded turbulence
- From wall observations to turbulence: The difficulty of flow reconstruction
- Reconstruction of three-dimensional turbulent flow structures using surface measurements for free-surface flows based on a convolutional neural network
- Three-dimensional generative adversarial networks for turbulent flow estimation from wall measurements
- Informative and non-informative decomposition of turbulent flow fields
- Reconstructing the time evolution of wall-bounded turbulent flows from non-time resolved PIV measurements
- Convolutional-network models to predict wall-bounded turbulence from wall quantities
- Linear instability and resonance effects in large-scale opposition flow control
- Model-based multi-sensor fusion for reconstructing wall-bounded turbulence
- Variational data assimilation in wall turbulence: From outer observations to wall stress and pressure
- Some effects of limited wall-sensor availability on flow estimation with 3D-GANs
- LES-informed resolvent-based estimation of turbulent pipe flow
- From limited observations to the state of turbulence: Fundamental difficulties of flow reconstruction
- Near wall coherence in wall-bounded flows and implications for flow control