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© 2011 ANSYS, Inc. September 7, 2011 1 Flow Assurance with ANSYS - II Mohan Srinivasa, PhD [email protected]

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Page 1: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20111

Flow Assurance with ANSYS - II

Mohan Srinivasa, PhD

[email protected]

Page 2: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20112

Recap of Flow Assurance with ANSYS – I

Flow Assurance with ANSYS – II

• Vertical bubbly to slug transition

• Methanol flushing

• Wax formation

Future work

Conclusions

Agenda

Page 3: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20113

Flow assurance

Flow assurance

Slug flow

Hydrates

Wax

Erosion and

Corrosion

Gelrestart

Flow induced vibration

Sand transport

Gas lift

Page 4: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20114

Recap of Flow Assurance With ANSYS - I

Page 5: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20115

Heat transfer in single and multiphase flow pipe lines

• Reduce heat transfer losses to the environment

• Prevent conditions that lead to hydrate or wax formation

• Understand “cold spots” and remedies

Recap – Risk Avoidance Strategies

Experimental and CFD studies of heat transfer in an air-filled four-pipe tube bundle L. Liu, G. F. Hewitt, S. M. Richardson Taxy and Leberton, Use of CFD to study the impact of cold spots

on subsea insulation performance, 2004, OTC.

Page 6: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20116

Recap – Gas Liquid Flows

ANSYS Fluent predictions

International Journal of Multiphase Flow 32 (2006) 527–552

Page 7: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20117

Recap – Gas Lift

Experimental data from Bubble Size effect on the gas-lift technique PhD thesis of S´ebastien Christophe Laurent GUET

Page 8: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20118

Recap – Churn Flow Simulations

Page 9: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 20119

Bubbly to Slug Transition

Page 10: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201110

A Priori identification of flow regimes

• Slip velocities between phases

• Determines the holdup

• Flow maps available only for simpleriser configurations

Frequency and severity of slugging

• Downstream equipment to buffet effectsdue to pressure surges and flow variations

• Fatigue, erosion and flow induced vibration

Modeling Vertical Flows

Page 11: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201111

Eulerian model with appropriate sub-models

• Account for bubble coalescence and breakup

• Use appropriate drag laws for various bubbles

Combination of models

• Eulerian model for dispersed flow regime (implicit)

• VOF model for slug flow regime (explicit)

• Switch models appropriately

• Multi-fluid VOF

Resolved bubbles simulation with VOF model

Possible Modeling Options

IncreasingComputationalCost

Page 12: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201112

Experimental data from Chemical Engineering Science 65 (2010) 3836—3848

Predict if fully developed flow will be bubbly or slugging

What do the various models predict?

• Accuracy and computational cost

Motivation

Page 13: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201113

Experimental Conditions

5 m

6 m67 mm

Cross-sectional

data collected.

Well mixed inlet

Bubble diameter = 5 mm

Air-water conditionsUsg = 0.56 m/sUsl = 0.25 m/s

Oil-air conditionsUsg = 0.56 m/sUsl = 0.25 m/s

Material Properties Water density=998 kg/m3, viscosity = 1 cPSurface tension 0.072 N/m

Material Properties Oildensity=900 kg/m3, viscosity = 5.25 cPSurface tension 0.05 N/m

Page 14: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201114

Eulerian Model with Population Balance

Air-water Air-oil Air-water Air-oil

Page 15: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201115

Holdup Predictions

Page 16: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201116

Flow Map Predictions

Page 17: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201117

Capable of modeling both regimes

Physics in the dispersed region

• Wall lubrication

• Sub-grid scale drag models based on predicted diameter

Physics in the stratified region

• Surface tension

• No-slip at the interface

Demarcation between the two regions identified based on the a transition air volume fraction

Population balance model

Multifluid VOF Model

Page 18: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201118

Sample Results

Page 19: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201119

Page 20: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201120

Holdup Prediction for Multi-Fluid Model

Page 21: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201121

Methanol Flushing

Page 22: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201122

Methanol inhibits the formation of hydrates

During shut-in pipelines are flushed with methanol as a risk-avoidance strategy

Hydrate plugs could form more easily in under-inhibited systems than uninhibited systems! (Lee at al. 2003)

Need to predict methanol concentrations, and residual water accurately

Is methanol flushing adequate?

Methanol Flushing

Page 23: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201123

Problem Description

Hydrate inhibition of subsea jumpers during shut-in, T.Cagney and S.Hare, and S.J.Svedeman

Methanol mass flow inletPressure outlet(atmospheric pressure)

Oil, Water and Air

Find the distribution of methanol and water in the jumper after methanol is injected into the jumper

Page 24: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201124

Initial condition

Air

Oil

Water

Jumper Volume- 0.22m3As % jumper volume: Air- 33%, Oil-37%, Water-30%

Page 25: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201125

Methanol flushing: Animation

Methanol flow rate: 10 m3/hr

Page 26: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201126

Water volume as % of jumper volume Methanol volume as % of water+methanol in jumper

Comparison of Results with Experimental Data

Results comparison after one jumper volume of methanol flushing

Page 27: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201127

Wax Formation

Page 28: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201128

Inner pipe wall below cloud point temperature (or WAT)

Radial thermal and mass transfer gradients

• Convection and molecular diffusion in the laminar sub-layer

Aging of the wax layer

• Diffusion and counter diffusion of oil in the gel

Physics of Wax Formation

Page 29: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201129

Multiphase flow

Non-Newtonian rheology

• Fluid with a yield stress, and temperature dependent viscosity

Heat transfer including phase change

• Fluid mechanics at the wax-oil interface

Species transport

• Convective and diffusive

The Fluid Mechanics of Wax Formation

Huang et al. (2010), AIChE Journal, Vol 57, pp 841—851

Page 30: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201130

Wax as a species in oil phase

Will condense to a “Waxy” immobile phase

• Fixed velocity phase

Kinetics of deposition dependent on

• Concentration of wax in oil

• Temperature

Prototype for Modeling Wax Formation

Page 31: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201131

Review of various flow assurance models

Vertical bubbly to slug transition

Methanol flushing

Prototype model for wax formation

Contributors to this presentation

1. R Lubeena and Mohammad Ellyan

2. R Muralikrishnan

Conclusions

Page 32: Flow Assurance with ANSYS - II · PDF fileFlow assurance Flow assurance Slug flow Hydrates Wax ... • Eulerian model for dispersed flow regime ... Review of various flow assurance

© 2011 ANSYS, Inc. September 7, 201132