Journal of Fluids Engineering · 1996 · 59 citations · 22 references
EngineeringEarth SciencesDynamical SystemsFluid DynamicsTime Series AnalysisChaos TheoryFlow MeasurementFlow Pattern TransitionsFlow Regime IdentificationFlow RegimesTwo-phase FlowFlow PatternFractal DimensionPower Spectral DensityTransition Flow IdentificationTwo-phase Flow DynamicsTwo-phase Flow ModelingTwo-phase Flow PatternsTwo-phase Flow Regime Identification
Various measurement tools that are used in chaos theory were applied to analyze two-phase pressure signals with the objective of identifying and interpreting flow pattern transitions for two-phase flows in a small, horizontal rectangular channel. These measurement tools included power spectral density function, autocorrelation junction, pseudo-phase-plane trajectory, Lyapunov exponents, and fractal dimensions. It was demonstrated that the randomlike pressure fluctuations characteristic of two-phase flow in small rectangular channels are chaotic, and governed by a high-order deterministic system. The correlation dimension is potentially a new approach for identifying certain two-phase flow patterns and transitions.
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Determining Lyapunov exponents from a time series
Alan Wolf, J. B. Swift, Harry L. Swinney et al. · Physica D Nonlinear Phenomena · 1985 · 9.4K citations · Full text
Measuring the strangeness of strange attractors
Peter Grassberger, Itamar Procaccia · Physica D Nonlinear Phenomena · 1983 · 5.6K citations
Norman H. Packard, James P. Crutchfield, J. Doyne Farmer et al. · Physical Review Letters · 1980 · 3.9K citations