A Framework for Input-Output Analysis of Wall-Bounded Shear Flows

TL;DR

This paper introduces a control-theoretic framework using dissipation inequalities to analyze input-output amplification and stability in non-linear PDE models of wall-bounded shear flows, applicable to various flow configurations.

Contribution

It develops a novel, convex optimization-based method for assessing energy growth, disturbance amplification, and stability in polynomial base flow models of wall-bounded shear flows.

Findings

Framework aligns with known amplification scalings

Predicts transition to turbulence effectively

Applicable to multiple flow types like Couette and Poiseuille

Abstract

We propose a framework to understand input-output amplification properties of non- linear partial differential equation (PDE) models of wall-bounded shear flows, which are spatially invariant in one coordinate (e.g., streamwise-constant plane Couette flow). Our methodology is based on the notion of dissipation inequalities in control theory. In particular, we consider flows with body and other forcings, for which we study the input- to-output properties, including energy growth, worst-case disturbance amplification, and stability to persistent disturbances. The proposed method can be applied to a large class of flow configurations as long as the base flow is described by a polynomial. This includes many examples in both channel flows and pipe flows, e.g., plane Couette flow, and Hagen-Poiseuille flow. The methodology we use is numerically implemented as the solution of a (convex) optimization problem. We use the framework to study input-output amplification mechanisms in rotating Couette flow, plane Couette flow, plane Poiseuille flow, and Hagen-Poiseuille flow. In addition to showing that the application of the proposed framework leads to results that are consistent with theoretical and experimental amplification scalings obtained in the literature through linearization around the base flow, we demonstrate that the stability bounds to persistent forcings can be used as a means to predict transition to turbulence in wall-bounded shear flows.