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Computation of Lagrangian coherent structures from experimental fluid trajectory measurements in a mechanically agitated vessel

Kun Li, Chiya Savari, Mostafa Barigou

2022Chemical Engineering Science26 citationsDOIOpen Access PDF

Abstract

In mechanically agitated vessels, bulk flow circulation which plays a leading role in macroscale mixing is controlled by hidden Lagrangian coherent structures (LCSs). We use a numerical finite-time Lyapunov exponent (FTLE) approach, for the first time, to resolve such LCSs. Experimental 3D Lagrangian trajectories obtained from a unique positron emission particle tracking (PEPT) technique are used to drive the FTLE model. By computing forward and backward FTLE fields and extracting repelling and attracting FTLE ridges in various azimuthal planes of the flow, a highly complex flow topology is unravelled which varies significantly with azimuthal position. We demonstrate how LCSs organise and quantify the chaotic behaviour of fluid particle paths that underpin mixing through the exchange of fluid between zones of different kinematics. This new Lagrangian approach driven by unique PEPT data is able to unfold some of the complexities of turbulent flow that are beyond the capability of traditional methods.

Topics & Concepts

Lyapunov exponentTrajectoryChaotic mixingTurbulenceFlow (mathematics)LagrangianComputationMixing (physics)AzimuthLagrangian coherent structuresFluid dynamicsMechanicsChaoticKinematicsParticle (ecology)Classical mechanicsMathematicsPhysicsComputer scienceMathematical analysisGeometryAlgorithmArtificial intelligenceGeologyAstronomyQuantum mechanicsOceanographyQuantum chaos and dynamical systemsQuantum, superfluid, helium dynamicsFluid Dynamics and Turbulent Flows
Computation of Lagrangian coherent structures from experimental fluid trajectory measurements in a mechanically agitated vessel | Litcius