Analysis of Fluid Flows via Spectral Properties of the Koopman Operator
University of California, Santa Barbara
Abstract
This article reviews theory and applications of Koopman modes in fluid mechanics. Koopman mode decomposition is based on the surprising fact, discovered in Mezić (2005) , that normal modes of linear oscillations have their natural analogs—Koopman modes—in the context of nonlinear dynamics. To pursue this analogy, one must change the representation of the system from the state-space representation to the dynamics governed by the linear Koopman operator on an infinite-dimensional space of observables. Whereas Koopman in his original paper dealt only with measure-preserving transformations, the discussion here is predominantly on dissipative systems arising from Navier-Stokes evolution. The analysis is based on…
Citation impact
- FWCI
- 15.78
- Percentile
- 100%
- References
- 46
Authors
1Topics & keywords
- Dynamic mode decomposition
- Observable
- Attractor
- Operator (biology)
- Dissipative system
- Spectrum (functional analysis)
- Context (archaeology)
- Representation (politics)