polymer simulator in opm · eor by polymer flood - targets 5 water s wi s or oil •reduce sor ......

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Polymer Simulator in OPM Liu Ming

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Page 1: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Polymer Simulator in OPM Liu Ming

Page 2: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Content

• Polymer flooding introduction

• Polymer simulation model

• Current polymer simulator status

• Examples

• The way forward

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Page 3: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Motivation

• Currently, Statoil uses Eclipse and CMG STARS.

• These simulators are proprietary.

• A platform for testing new algorithms and functionalities.

• Share the modern reservoir simulator infrastructure.

Page 4: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Polymer Flooding - Introduction

4

Large polymer

molecules

Reduced water

mobility

Improved sweep

Increased water viscosity Retention effects (adsorption,entrapment) Reduced water relative permeability

Accelerated recovery

Macroscopic sweep improvement

Page 5: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

EOR by Polymer Flood - Targets

5

Water

Swi

Sor

Oil

• Reduce SOR

• Change wettability: ?

• Viscoelastic effects: ?

• Reduce M

• Reduce Kw : Yes

• Increase µw : Yes

• Increase Ko : No

• Decrease µo : No

Page 6: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Viscosity dependent on polymer concentration and shear rate. Rheology --- shear thinning or shear thickening

Adsorption unit: μg/g rock

RRF Residual resistance factor or residual permeability reduction factor

IPV Inaccessible pore volume

Mixing Water and polymer mixing, Todd-Long staff model

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Polymer Flooding – Important parameters

Page 7: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Non-Newtonian Behavior

1 nk

Page 8: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Degradation effects

• Degratation effects for different injection rate and temperature

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Water cut VS Time

Page 9: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Mathematical model

Page 10: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Current status

• Fully implicit blackoil (water-oil) + polymer simulators, flow_polymer, ready for use.

• Water-oil-polymer simulators based on operator splitting algorithm.

• Same functionalities with Eclipse except thermal degradation.

− IPV

− Adsorption

− Permeability reduction

− Mixing Parameter

− Non-Newtonian behavior (by Kai Bao)

Page 11: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Example-SAIGUP study

• 96000cells

• Permeability distribution

• 10 Wells

Page 12: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Well results

Page 13: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Example--3D with shear effects

•Properties • Initial distribution

Page 14: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Shear effects

Page 15: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Shear-thickening

Page 16: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Shear-thinning

Page 17: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

The way forward

• Performance

• Degradation model

• Injectivity calculator

• Core-flooding?

Page 18: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Thank you!

Page 19: Polymer Simulator in OPM · EOR by Polymer Flood - Targets 5 Water S wi S or Oil •Reduce SOR ... •Water-oil-polymer simulators based on operator splitting algorithm

Presentation title

Presenters name: Ming Liu

Presenters title: Senior Researcher

Petroleum Engineer

E-mail address: [email protected]

Tel: +86 13811965410 www.statoil.com

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