Abstract
In this paper, the characteristics of the interface in stratified oil–water flows and their changes during the transition to dual continuous flows were studied experimentally with a double-wire conductance probe. Experiments were carried out in an acrylic test section, 38 mm ID, using tap water and oil (ρ = 830 kg m−3 and μ = 0.0055 kg m−1 s−1) as test fluids. The boundaries between stratified and dual continuous flow were identified from high-speed imaging. A double-wire conductance probe, consisting of two 0.5 mm wires set 2 mm apart along a vertical pipe diameter, was used to obtain time records of the interface height in stratified flow. The probe was located either close to the test section inlet or at 7 m downstream the inlet, where the flow was fully developed. Data were collected for a period of 4 min at 256 Hz sampling frequency. A rigorous methodology was followed to treat the probe data and to estimate average parameters such as interface height with known accuracy and confidence intervals. The analysis ensured repeatability of the results. The procedure allowed accurate estimations of the power spectra of the probe signal and revealed the characteristic frequencies of the interface in stratified flow. It was found that the transition from stratified to dual continuous flow delayed to higher mixture velocities at input oil-to-water flow rate ratios, r, close to 1. At 7 m from the inlet, where the flow is fully developed, the interface was found to be fluctuating with three-dimensional characteristics for all conditions studied, while the oil-to-water velocity ratios, calculated from interfacial heights, were close to 1. The power spectra of the probe data showed peaks at low frequencies (1–3 Hz) that were attributed to the pumps. A range of high frequency contributions (between 10 and 40 Hz) appeared as the mixture velocity increased, which reflect the fluctuating nature of the interface. The relative intensity of these contributions increased with mixture velocity, and close to the transition to dual continuous flow, it became larger than that of the low-frequency contributions from the pumps. In contrast, close to the pipe inlet, for flow rate ratios different than one, waves appeared. These, however, died out further downstream.
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Abbreviations
- A :
-
Cross-sectional area
- A o, A w :
-
Area occupied by oil and water
- b 0, b 1 :
-
Coefficients of linear regression
- D :
-
Pipe diameter
- f :
-
Frequency
- f j :
-
Correction fraction
- f s :
-
Sampling frequency
- FFT:
-
Fast Fourier transform
- h i :
-
Interface height
- \(\bar{h}\) :
-
Total average interface height of all intervals
- \(\bar{h}_{i}\) :
-
Average interface height of an interval
- \(\bar{H}\) :
-
Time-averaged interface height
- i, j :
-
Subscripts
- k :
-
Discrete time delay
- KH:
-
Kelvin–Helmholtz
- m, m′, M, M′:
-
Number of intervals
- m :
-
Number of degrees of freedom
- n, n′, N, N′:
-
Number of data points
- QCV:
-
Quick-closing valves
- Q i :
-
Normalized parameter
- Q o :
-
Oil flow rate
- Q w :
-
Water flow rate
- r :
-
Volume flow rate input ratio
- r t,h :
-
Input ratio of highest mixture velocity at which transition occurs
- R :
-
Mass flow rate input ratio
- R yy (k):
-
Auto-correlation function (of the time delay) of data
- Re :
-
Reynolds number
- Re so, Re sw :
-
Superficial Reynolds number of oil and water
- Re o, Re w :
-
Actual Reynolds number of oil and water
- s, s′:
-
Standard deviations
- S o, S w :
-
Wetted perimeter of oil and water
- S i :
-
Length of the interface
- t, T :
-
Time
- t :
-
Percentile of the t distribution
- u :
-
Velocity
- U mix :
-
Mixture velocity
- u so, u sw :
-
Superficial velocity of oil and water
- u o, u w :
-
Actual velocity of oil and water
- y :
-
Probe signal and data
- y n :
-
n-Data point of probe signal
- Y n :
-
De-trended n-data point of probe signal
- y c :
-
Data point after correction factor
- \(\bar{y}_{\text{w}}\) :
-
Interface height at 100 % water during the calibration
- \(\tilde{y}_{n}\) :
-
Linear regression n-data point
- α :
-
Level of significance
- α w :
-
Water fraction
- μ hi :
-
Mean of average interface height distribution
- μ o, μ w :
-
Viscosity of oil and water
- ν o, ν w :
-
Kinematic viscosity of oil and water
- π :
-
Pi
- ρ o, ρ w :
-
Density of oil and water
- ρ r :
-
Relative density of oil respect to that of water
- \(\sigma_{\text{hi}}^{2}\) :
-
Variance of average interface height distribution
- Σ:
-
Summation
- χ2 :
-
Chi-square distribution
- Δt :
-
Sampling time
- ω hi :
-
Absolute uncertainty of interface height
References
Alamu MB, Azzopardi BJ (2011) Flow pattern and slug dynamics around a flow splitter. J Fluids Eng 133(12):121105
Al-Wahaibi T (2006) Investigations on the transition between stratified to non-stratified horizontal oil–water flows. PhD dissertation, University College London
Al-Wahaibi T, Angeli P (2011) Experimental study on interfacial waves in stratified horizontal oil–water flow. Int J Multiph Flow 37(8):930–940
Andritsos N (1992) Statistical analysis of waves in horizontal stratified gas–liquid flow. Int J Multiph Flow 18(3):465–473
Azzopardi BJ (1986) Disturbance wave frequencies, velocities and spacing in vertical annular two-phase flow. Nucl Eng Des 92:121–133
Azzopardi BJ (1997) Drops in annular two-phase flow. Int J Multiph Flow 23(7):1–53
Bai R (1995) Traveling waves in a high viscosity ratio and axisymmetric core annular flow. PhD dissertation, University of Minnesota
Bannwart AC (1998) Wavespeed and volumetric fraction in core annular flow. Int J Multiph Flow 24(6):961–974
Bendat JS, Piersol AG (2010) Random data: analysis and measurement procedures. Wiley, New Jersey
Brauner N, Moalem Maron D (1989) Two phase liquid–liquid stratified flow. Phys Chem Hydrodyn 11(4):487–506
Chakrabarti DP et al (2006) The transition from water continuous to oil continuous flow pattern. AIChE J 52(11):3668–3678
Chu KJ (1973) Statistical characterization and modelling of wavy liquid films in vertical two-phase flow. PhD dissertation, University of Houston
De Castro MS et al (2012) Geometrical and kinematic properties of interfacial waves in stratified oil–water flow in inclined pipe. Exp Therm Fluid Sci 37:171–178
Drahos J, Ruzicka MC (2004) Problems of time series analysis in characterization of multiphase flows. Presented at the 5th international conference on multiphase flow 2004, Yokohama, Japan, May 30–June 4. Paper No. K04
Du M et al (2012) Time-frequency analysis of vertical upward oil–water two-phase flow. Presented at the 7th international symposium on measurement techniques for multiphase flows, AIP Conf Proc 1428:107–114
Fossa M (1998) Design and performance of a conductance probe for measuring liquid fraction in two-phase gas–liquid flows. Flow Meas Instrum 9(2):103–109
Hernández L et al (2006) Fast classification of 2-phase flow regimes based on conductivity signals and artificial neural networks. Meas Sci Technol 17:1511–1521
Jana AK et al (2006) A novel technique to identify flow patterns during liquid–liquid two-phase upflow through a vertical pipe. Ind Chem Eng Res 45(7):2381–2393
Jin ND et al (2003) Characterization of oil/water two-phase flow patterns based on non-linear time series analysis. Flow Meas Instrum 14:169–175
Juliá JE et al (2005) Objective fast local flow regime identification using conductivity probe and neural network techniques. Proceedings 11th international topical meeting on nuclear reactor thermal-hydraulics (NURETH-11), Avignon, France
Jurman L et al (1989) Periodic and solitary waves on thin, horizontal, gas–sheared liquid films. Int J Multiph Flow 15(3):371–384
Kadri U et al (2009) Prediction of the transition from stratified to slug flow or roll-waves in gas–liquid horizontal pipes. Int J Multiph Flow 35(11):1001–1010
Kim S et al (2000) Development of the miniaturized four-sensor conductivity probe and the signal processing scheme. Int J Heat Mass Transfer 43:4101–4118
Kumara WAS et al (2009) Pressure drop, flow pattern and local water volume fraction measurements of oil–water flow in pipes. Meas Sci Technology 20:114004
Kumara WAS et al (2010) Single-beam gamma densitometry measurements of oil–water flow in horizontal and slightly-inclined pipes. Int J Multiph Flow 36:467–480
Laflin GC, Oglesby KD (1976) An experimental study on the effects of flow rate, water fraction and gas-liquid ratio on air-oil-water flow in horizontal pipes. BSc Thesis, University of Tulsa
Li YW et al (2007) Design and performance of a six-electrode conductance probe for measuring the water fraction in oil-in-water pipe flow. Presented at the 8th international conference on electric measurements and instruments, Conf Proc 4:481–487
Lovick J (2003) Horizontal, oil–water flows in the dual continuous flow regime. PhD dissertation, University College London
Lovick J, Angeli P (2004) Experimental studies on the dual continuous flow pattern in oil–water flows. Int J Multiph Flow 30(2):139–157
Nädler M, Mewes D (1997) Flow-induced emulsification in the flow of two immiscible liquids in horizontal pipes. Int J Multiph Flow 23(1):55–68
Oliemans RVA (1986) The lubricating-film model for core-annular flow. PhD dissertation, Delft University
Panagiotopoulos N, Lucas GP (2007) Simulation of a local four-sensor conductance probe using a rotating dual-sensor probe. Meas Sci Thecnol 18(8):2563–2569
Rodriguez OMH, Bannwart AC (2006) Analytical model for interfacial waves in vertical core flow. J Pet Sci Eng 54(3–4):173–182
Sawart P et al (2008) Properties of disturbance waves in vertical annular two-phase flow. Nucl Eng Des 238(12):3528–3541
Scott GM (1985) A study of two-phase liquid-liquid flow at variable inclinations. MSc Thesis, University of Texas
Sun B et al (2011) Time-frequency spectral analysis of gas–liquid two-phase flow’s fluctuations. Acta Phys Sin 60(1):014701
Trallero JL (1995) Oil–water flow patterns in horizontal pipes. PhD dissertation, University of Oklahoma
Tsochatzidis NA et al (1992) A conductance probe for measuring liquid fraction in pipes and packed beds. Int J Multiph Flow 18(5):653–667
Valle A, Kvandal H (1995) Pressure drop and dispersions characteristics of separated oil-water flow. Presented at the international symposium on two-phase flow modelling and experimentation, Rome, Italy
Wang Z et al (2004) The influences of wave height on the interfacial friction in annular gas–liquid flow under normal and microgravity conditions. Int J Multiph Flow 30(10):1193–1211
Wang Z et al (2010) Non-linear dynamical analysis of large diameter vertical upward oil-gas-water three-phase flow pattern characteristics. Chem Eng Sci 65(18):5226–5236
Webb D (1970) Studies of the characteristics of downward annular flow two-phase flow. PhD dissertation, University of Cambridge
Wu Q, Ishii M (1999) Sensitivity study on double-sensor conductivity probe for the measurement of interfacial area concentration in bubbly flow. Int J Multiph Flow 25:445–453
Xie T (2004) Hydrodynamic characteristics of gas/liquid/fiber three-phase flows based on objective and minimally-intrusive pressure fluctuation measurements. PhD dissertation, Georgia Institute of Technology
Xu W et al (2012) Normalized least-square method for water hold-up measurements in stratified oil–water flow. Flow Meas Instrum 27:71–80
Zhai L et al (2012) The development of a conductance method for measuring liquid hold-up in horizontal oil–water two-phase flows. Meas Sci Technol 23(2):025304
Acknowledgments
The authors are grateful to Chevron Technology Company and UCL for their financial support of this project. Special acknowledgments go to Dr. Valentina Dore for her review of the statistical procedure and her suggestions and to Dr. Simon Barrass for assisting technically with the conductance probe and instrumentation. The authors would also like to acknowledge the UK Engineering and Physical Sciences Research Council (EPSRC) for the loan of the high-speed camera Phantom Miro 4.
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Barral, A.H., Angeli, P. Interfacial characteristics of stratified liquid–liquid flows using a conductance probe. Exp Fluids 54, 1604 (2013). https://doi.org/10.1007/s00348-013-1604-5
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DOI: https://doi.org/10.1007/s00348-013-1604-5