Measurement Science and Technology · 2009 · 35 citations · 15 references
EngineeringPetroleum EngineeringPhysicsFluid DynamicsUltrasonographyUltrasoundBubbly FlowFlow MeasurementFlow Regime IdentificationFlow SensorsUltrasonicsVoid FractionBubbly Flow Void FractionDynamic FilteringExperimental ValidationTwo-phase Flow RegimesTwo-phase Flow Void FractionUltrasonic SensingVoid Fraction In Flow Regime IdentificationVoid Fraction Measurement
This communication introduces a non-intrusive method for void fraction measurement and identification of two-phase flow regimes, based on ultrasonic sensing. The underlying algorithm is built upon the recently reported theory of a statistical pattern recognition method called symbolic dynamic filtering (SDF). The results of experimental validation, generated on a laboratory test apparatus, show a one-to-one correspondence between the flow measure derived from SDF and the void fraction measured by a conductivity probe. A sharp change in the slope of flow measure is found to be in agreement with a transition from fully bubbly flow to cap-bubbly flow.
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<i>Chaos in Dynamical Systems</i>
Edward Ott, Kurt Wiesenfeld · Physics Today · 1994 · 3.5K citations