Ensemble-LES Analysis of Perturbation Response of Turbulent Partially-Premixed Flames

TL;DR

This study applies a dynamical systems approach to analyze the chaotic behavior of turbulent partially-premixed flames using large eddy simulations, revealing the high-dimensional attractor and key perturbation directions.

Contribution

First application of Lyapunov spectrum analysis to turbulent flames using LES, quantifying chaoticity and identifying dominant perturbation structures.

Findings

Attractor dimension estimated at over 5000 for flame D and 10500 for flame E.

Perturbations grow on time scales larger than strain rates but smaller than integral scales.

Strongest perturbations are aligned with jet breakdown regions.

Abstract

The response to small perturbations of the Sandia CH4/air flame series is studied using a dynamical systems formula- tion. Here, the Sandia D and E turbulent partially-premixed flames are computed using large eddy simulation (LES) with a flamelet/progress variable approach. Using 300 simultaneous LES computations of each flame, the partial Lyapunov spectrum of the flow is obtained, which provides a set of Lyapunov exponents (LEs) and Lyapunov vectors (LVs). Special numerical procedures to handle such large data sets and perform matrix manipulations on-the-fly are discussed. From the LEs, the dimension of the attractor for the flames was estimated, for the first time, to be at least 5000 (flame D) and 10500 (flame E). This is a significant result indicating that the chaoticity of the turbulent flame is confined to a volume of phase-space that is quantified. The growth of perturbations occurs at time-scales that are much larger than the smallest strain-rate based times scales, but smaller than the integral scales. Further, the Lya- punov vectors that determine the perturbation response show that the strongest perturbations are aligned with the jet breakdown region, while other LVs are aligned with the shear layer. It is found that both the extinction/re-ignition process and the turbulence-induced jet motion strongly contribute to the flame chaoticity but are not equally important for all the LVs. These results provide new insights into the perturbation response of turbulent flames. More broadly, this Lyapunov approach allows a full characterization of the chaotic dynamics associated with turbulent flames, which have applications for both modeling and control of such complex flows.