Space-time proper orthogonal decomposition of actuation transients: plasma-controlled jet flow
Brandon Yeung, Oliver T. Schmidt

TL;DR
This study uses space-time POD to analyze the transient dynamics of a plasma-actuated turbulent jet flow transitioning from stationary to cyclostationary states, revealing low-rank structures and flow deformation mechanisms.
Contribution
It introduces a novel application of space-time POD to characterize actuation-induced transients in turbulent jet flows under plasma control.
Findings
Low-rank dynamics identified in symmetric flow components.
Actuator pulses cause large impulsive flow perturbations.
Shock cell contraction observed during transient evolution.
Abstract
We investigate the forcing-induced transient between statistically stationary and cyclostationary states. The transient dynamics of a turbulent supersonic twin-rectangular jet flow, forced symmetrically at a Strouhal number of 0.9, are studied using synchronized large-eddy simulations (LES) and space-time proper orthogonal decomposition (space-time POD). Under plasma-actuated control, the statistically stationary jet evolves towards a cyclostationary state over a transient phase. Forcing-induced perturbations of the natural jet are extracted using synchronized simulations of the natural and forced jets. A database is collected that captures an ensemble of realizations of the perturbations within the initial transient. The spatiotemporal dynamics and statistics of the transient are analyzed using space-time POD for each symmetry component. The eigenvalue spectra unveil low-rank dynamics…
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Taxonomy
TopicsReal-time simulation and control systems · Model Reduction and Neural Networks · Control Systems and Identification
