1
Rate Transient Analysis Copyright 2008 Fekete Associates Inc. Printed in Canada All analyses described can be performed using Fekete’s Rate Transient Analysis software Oil field units; qg (MMSCFD); t (days) constant porosity viscosity aquifer fluid viscosity gas viscosity gas viscosity at average reservoir pressure oil viscosity reservoir fluid viscosity kh horizontal permeability kres reservoir permeability kv vertical permeability K constant horizontal well length mobility ratio original oil-in-place oil cumulative production p pressure p average reservoir pressure pO reference pressure pD dimensionless pressure pDd dimensionless pressure derivative dimensionless pressure integral dimensionless pressure integral-derivative initial reservoir pressure pseudo-pressure pseudo-pressure at average reservoir pressure L M N Np pDi pDid pi pp pp ppi initial pseudo-pressure pseudo-pressure at well flowing pressure well flowing pressure flow rate dimensionless rate dimensionless rate ppwf pwf q qD q Dd qDdi dimensionless rate integral qDdid dimensionless rate integral-derivative qi initial flow rate Q cumulative production dimensionless cumulative production exterior radius of reservoir dimensionless exterior radius of reservoir wellbore radius rwa apparent wellbore radius s skin Sgi initial gas saturation Soi initial oil saturation t flow time pseudo-time QDd material balance time material balance pseudo-time dimensionless time dimensionless time re reD rw ta a tc tca tD tDA tDd dimensionless time dimensionless time dimensionless time reservoir temperature fracture width reservoir length tDxf tDye T w xe semi-major axis of ellipse A area b hyperbolic decline exponent or semi-minor axis of ellipse bDpss dimensionless parameter inverse of productivity index formation volume factor initial gas formation volume factor oil formation volume factor Boi initial oil formation volume factor cg gas compressibility ct total compressibility ct total compressibility at average reservoir pressure D nominal decline rate effective decline rate bpss B Bgi Bo D e initial nominal decline rate dimensionless fracture conductivity original gas-in-place Di FCD G Gp gas cumulative production pseudo-cumulative production net pay permeability aquifer permeability fracture permeability Gpa h k kaq k f xf fracture half length ye reservoir width yw well location in y-direction Z gas deviation factor gas deviation factor at average reservoir pressure initial gas deviation factor Z Z i φ μ μaq μg μg μo μres α 1. Traditional (Arps) Decline Curves 22. Procedure to Calculate Gas-In-Place 21. Gas: Flowing Material Balance 20. Gas: Determination of b pss 19. Oil: Flowing Material Balance 18. Pseudo-Time (t a ) 17. Gas Compressibility Variation 16. Pseudo-Pressure (p p ) 15. Darcy’s Law 14. Derivative and Integral-Derivative 13. Concept of Rate Integral 12. Equivalence of q D and 1/p D 11. Comparison of q D and 1/p D 9. Fetkovich Type Curves 10. Fetkovich/Cumulative Type Curves 8. Empirical: Arps-Fetkovich Depletion Stems 7. Empirical: Arps Depletion Stems 6. Analytical: Constant Flowing Pressure 5. Analytical: Constant Flowing Pressure 4. Harmonic Decline 2. Decline Rate Definitions 3. Exponential Decline 26. Blasingame: Integral-Derivative 28. Agarwal-Gardner: Integral-Derivative 30. NPI: Integral-Derivative 32. Integral-Derivative 34. Integral-Derivative 37. Elliptical Flow: Integral-Derivative 40. Wattenbarger: Rate 43. Blasingame: Integral-Derivative 45. Agarwal-Gardner: Rate 27. Agarwal-Gardner: Rate (Normalized) 29. NPI: Pressure (Normalized) 33. Rate 35. Elliptical Flow: Integral-Derivative 38. Blasingame: Rate and Integral-Derivative 41. Blasingame: Integral-Derivative 36. Elliptical Flow: Integral-Derivative 39. NPI: Pressure and Integral-Derivative 42. Blasingame: Integral-Derivative 31. Rate (Normalized) 44. Blasingame: Rate 25. Blasingame: Rate (Normalized) 24. Calculations for Gas (Agarwal-Gardner Type Curves) 23. Calculations for Oil (Agarwal-Gardner Type Curves) EXPONENTIAL DECLINE: Decline rate is constant. Log flow rate vs. time is a straight line. Flow rate vs. cumulative production is a straight line. Provides minimum EUR (Expected Ultimate Recovery). HYPERBOLIC DECLINE: Decline rate is not constant (D=Kq b ). Straight line plots are NOT practical and b is determined by nonlinear curve fit. HARMONIC DECLINE: Decline rate is directly proportional to flow rate (b=1). Log flow rate vs. cumulative production is a straight line. SUMMARY: Boundary-dominated flow only. Constant operating conditions. Developed using empirical relationships. Quick and simple to determine EUR. EUR depends on operating conditions. Does NOT use pressure data. b depends on drive mechanism. 1-4: TRADITIONAL DECLINE ANALYSIS SUMMARY: Combines transient with boundary-dominated flow. Transient: Analytical, constant pressure solution. Boundary-Dominated: Empirical, identical to traditional (Arps). Constant operating conditions. Used to estimate EUR, skin and permeability. EUR depends on operating conditions. Does NOT use pressure data. Cumulative curves are smoother than rate curves. Combined cumulative and rate type curves give more unique match (Figure 10). 5-10: FETKOVICH ANALYSIS Reservoir Drive Mechanism 0 0.1-0.4 0.4-0.5 0.5 b value 0.5-1.0 Single phase liquid (oil above bubble point) Single phase gas at high pressure Solution gas drive Single phase gas Effective edge water drive Commingled layered reservoirs q Dd and t Dd definitions are convenient for production data analysis. Convenient for boundary-dominated flow. Results in single boundary-dominated stem but multiple transient stems. 11-12: MATERIAL BALANCE TIME Material Balance Time (t c ) effectively converts constant pressure solution to the corresponding constant rate solution. Exponential curve plotted using Material Balance Time becomes harmonic. Material Balance Time is rigorous during boundary-dominated flow. 11-14: MODERN DECLINE ANALYSIS: BASIC CONCEPTS 13-14: TYPE CURVE INTERPRETATION AIDS (t c )= Q /q Q () t t c qdt q q Q t 0 1 Actual Rate Decline Actual Time Material Balance Time Constant Rate Rate (Normalized) Combines rate with flowing pressure. Integral (Normalized Rate) Smoothes noisy data but attenuates the reservoir signal. Derivative (Normalized Rate) Amplifies reservoir signal but amplifies noise as well. Integral-Derivative (Normalized Rate) Smoothes the scatter of the derivative. 15-16: PSEUDO-PRESSURE Gas properties vary with pressure: Z-factor (Pseudo-Pressure, Figures 15 & 16) Viscosity (Pseudo-Pressure & Pseudo-Time, Figures 15, 16 & 18) Compressibility (Pseudo-Time, Figures 17 & 18) Pseudo-pressure corrects for changing viscosity and Z-factor with pressure. In all equations for liquid, replace pressure (p) with pseudo-pressure (p p ). Note: For gas, 17-18: PSEUDO-TIME Compressibility represents energy in reservoir. Gas compressibility is strong function of pressure (especially at LOW PRESSURES). Ignoring compressibility variation can result in significant error in original gas-in-place (G) calculation. Pseudo-time(t a ) corrects for changing viscosity and compressibility with pressure. Pseudo-time calculation is ITERATIVE because it depends on μ g and c t at average reservoir pressure, and average reservoir pressure depends on G (usually known). Note: Pseudo-time in build-up testing is evaluated at well flowing pressure NOT at average reservoir pressure. 15-18: GAS FLOW CONSIDERATIONS Oil 19-22: FLOWING MATERIAL BALANCE Gas SUMMARY: Uses flowing data. No shut-in required. Applicable to oil and gas. Determines hydrocarbon-in-place, N or G. Oil (N): Direct calculation. Gas (G): Iterative calculation because of pseudo-time. Simple yet powerful. Data readily available (wellhead pressure can be converted to bottomhole pressure). Supplements static material balance. Ideal for low permeability reservoirs. Note: b pss is the inverse of productivity index and is constant during boundary-dominated flow. Replot on Log-Log Scale q D and t D definitions are similar to well test. Convenient for transient flow. Results in single transient stem but multiple boundary-dominated stems. 23-24: RADIAL FLOW MODEL: TYPE CURVE ANALYSIS All radial flow type curves are based on the same reservoir model: Well in centre of cylindrical homogeneous reservoir. No flow outer boundary. Skin factor represented by r wa . Information content of all type curves (Figures 25-32) is the same. The shapes are different because of different plotting formats. Each format represents a different “look” at the data and emphasizes different aspects. 23-32: RADIAL TYPE CURVES r e r w a D q Dpss Dd b DA Dpss Dd t b t 2 , q 25-26: BLASINGAME q Dd and t Dd definitions are similar to Fetkovich. Normalized rate (q/ p or q/ p p ) is plotted. Three sets of type curves: 1. q Dd vs. t Dd (Figure 25). 2. Rate integral (q Ddi ) vs. t Dd (has the same shape as q Dd ). 3. Rate integral-derivative (q Ddid ) vs. t Dd (Figure 26). In general: b Dpss is a constant for a particular well / reservoir configuration. 27-28: AGARWAL-GARDNER q D and t DA definitions are similar to well testing. Normalized rate (q/ p or q/ p p ) is plotted. Three sets of type curves: 1. q D vs. t DA (Figure 27). 2. Inverse of pressure derivative (1 / p Dd ) vs. t DA (not shown). 3. Inverse of pressure integral-derivative (1 / p Did ) vs. t DA (Figure 28). Notes: 1. Pressure derivative is defined as 2. Inverse of pressure derivative is usually too noisy and inverse of pressure integral-derivative is used instead. D A n l ( ) ) ( D Dd t d p d p 29-30: NORMALIZED PRESSURE INTEGRAL (NPI) p D and t DA definitions are similar to well testing. Normalized Pressure ( p/q or p p /q) is plotted rather than normalized rate (q/ p or q/ p p ). Three sets of type curves: 1. p D vs. t DA (Figure 29). 2. Pressure integral (p Di ) vs. t DA (has the same shape as p D ). 3. Pressure integral-derivative (p Did ) vs. t DA (Figure 30). 31-32: TRANSIENT-DOMINATED DATA Similar to Figures 27 & 28 but uses t D instead of t DA . This format is useful when most of the data are in TRANSIENT flow. q D and t D definitions are similar to well testing. Normalized rate (q/ p or q/ p p ) is plotted. Three sets of type curves: 1. q D vs. t D (Figure 31). 2. Inverse of pressure integral (1 / p Di ) vs. t D (not shown). 3. Inverse of pressure integral-derivative (1 / p Did ) vs. t D (Figure 32). 33-40: FRACTURE TYPE CURVES f f CD kx w k F 33-37: FINITE CONDUCTIVITY FRACTURE Fracture with finite conductivity results in bilinear flow (quarter slope). Dimensionless Fracture Conductivity is defined as: Fracture with infinite conductivity results in linear flow (half slope). For F CD >50, the fracture is assumed to have infinite conductivity. 38-40: INFINITE CONDUCTIVITY FRACTURE 41-43: HORIZONTAL WELL TYPE CURVES 44-45: WATER-DRIVE TYPE CURVES Mobility ratio (M) represents the strength of the aquifer. M = 0 is equivalent to Radial Type Curves (Figures 25-32). Reservoi r Infinite Aquife r aq res res aq μ μ k k M Q

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Page 1: Rate Transient Analysis - PetroleumProgrammer.com

Rate Transient Analysis

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200

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All analyses described can be performed using Fekete’s Rate Transient Analysis software

Oil field units; qg (MMSCFD); t (days)

constantporosityviscosityaquifer fluid viscositygas viscositygas viscosity at average reservoir pressureoil viscosityreservoir fluid viscosity

kh horizontal permeabilitykres reservoir permeabilitykv vertical permeabilityK constant

horizontal well lengthmobility ratiooriginal oil-in-placeoil cumulative production

p pressurep average reservoir pressurepO reference pressurepD dimensionless pressurepDd dimensionless pressure derivative

dimensionless pressure integraldimensionless pressure integral-derivativeinitial reservoir pressurepseudo-pressurepseudo-pressure at average reservoir pressure

LMNNp

pDi

pDid

pi

pp

pp

ppi initial pseudo-pressure pseudo-pressure at well flowing pressurewell flowing pressureflow ratedimensionless ratedimensionless rate

ppwf

pwf

qqD

qDd

qDdi dimensionless rate integralqDdid dimensionless rate integral-derivativeqi initial flow rateQ cumulative production

dimensionless cumulative productionexterior radius of reservoirdimensionless exterior radius of reservoirwellbore radius

rwa apparent wellbore radiuss skinSgi initial gas saturationSoi initial oil saturationt flow time

pseudo-time

QDd

material balance timematerial balance pseudo-timedimensionless timedimensionless time

re

reD

rw

ta

a

tc

tca

tD

tDA

tDd dimensionless timedimensionless timedimensionless timereservoir temperaturefracture widthreservoir length

tDxf

tDye

Twxe

semi-major axis of ellipseA areab hyperbolic decline exponent or

semi-minor axis of ellipsebDpss dimensionless parameter

inverse of productivity indexformation volume factorinitial gas formation volume factoroil formation volume factor

Boi initial oil formation volume factorcg gas compressibilityct total compressibilityct total compressibility at average reservoir pressureD nominal decline rate

effective decline rate

bpss

BBgi

Bo

De

initial nominal decline ratedimensionless fracture conductivityoriginal gas-in-place

Di

FCD

GGp gas cumulative production

pseudo-cumulative productionnet paypermeabilityaquifer permeabilityfracture permeability

Gpa

hkkaq

kf

xf fracture half lengthye reservoir widthyw well location in y-directionZ gas deviation factor

gas deviation factor at average reservoir pressureinitial gas deviation factor

Z

Zi

φμμaq

μg

μg

μo

μres

α

1. Traditional (Arps) Decline Curves

22. Procedure to Calculate Gas-In-Place21. Gas: Flowing Material Balance

20. Gas: Determination of bpss19. Oil: Flowing Material Balance

18. Pseudo-Time (ta)17. Gas Compressibility Variation

16. Pseudo-Pressure (pp)15. Darcy’s Law

14. Derivative and Integral-Derivative13. Concept of Rate Integral

12. Equivalence of qD and 1/pD11. Comparison of qD and 1/pD

9. Fetkovich Type Curves10. Fetkovich/Cumulative Type Curves

8. Empirical: Arps-Fetkovich Depletion Stems 7. Empirical: Arps Depletion Stems

6. Analytical: Constant Flowing Pressure5. Analytical: Constant Flowing Pressure

4. Harmonic Decline2. Decline Rate Definitions

3. Exponential Decline

26. Blasingame: Integral-Derivative

28. Agarwal-Gardner: Integral-Derivative

30. NPI: Integral-Derivative

32. Integral-Derivative

34. Integral-Derivative

37. Elliptical Flow: Integral-Derivative

40. Wattenbarger: Rate

43. Blasingame: Integral-Derivative

45. Agarwal-Gardner: Rate

27. Agarwal-Gardner: Rate (Normalized)

29. NPI: Pressure (Normalized)

33. Rate

35. Elliptical Flow: Integral-Derivative

38. Blasingame: Rate and Integral-Derivative

41. Blasingame: Integral-Derivative

36. Elliptical Flow: Integral-Derivative

39. NPI: Pressure and Integral-Derivative

42. Blasingame: Integral-Derivative

31. Rate (Normalized)

44. Blasingame: Rate

25. Blasingame: Rate (Normalized)

24. Calculations for Gas(Agarwal-Gardner Type Curves)

23. Calculations for Oil(Agarwal-Gardner Type Curves)

EXPONENTIAL DECLINE:• Decline rate is constant. • Log flow rate vs. time is a straight line.• Flow rate vs. cumulative production is a straight line. • Provides minimum EUR (Expected Ultimate Recovery).

HYPERBOLIC DECLINE:• Decline rate is not constant (D=Kqb). • Straight line plots are NOT practical and b is determined

by nonlinear curve fit.

HARMONIC DECLINE:• Decline rate is directly proportional to flow rate (b=1).• Log flow rate vs. cumulative production is a straight line.

SUMMARY:• Boundary-dominated flow only.• Constant operating conditions.• Developed using empirical relationships.• Quick and simple to determine EUR.• EUR depends on operating conditions.• Does NOT use pressure data.• b depends on drive mechanism.

1-4: TRADITIONALDECLINE ANALYSIS

SUMMARY:• Combines transient with boundary-dominated flow.• Transient: Analytical, constant pressure solution.• Boundary-Dominated: Empirical, identical to traditional

(Arps). • Constant operating conditions.• Used to estimate EUR, skin and permeability.• EUR depends on operating conditions. • Does NOT use pressure data.• Cumulative curves are smoother than rate curves. • Combined cumulative and rate type curves give more

unique match (Figure 10).

5-10: FETKOVICHANALYSIS

Reservoir Drive Mechanism

0

0.1-0.40.4-0.5

0.5

b value

0.5-1.0

Single phase liquid (oil above bubble point)Single phase gas at high pressureSolution gas driveSingle phase gasEffective edge water driveCommingled layered reservoirs

• qDd and tDd definitions are convenient for production data analysis.

• Convenient for boundary-dominated flow.

• Results in single boundary-dominated stem but multiple transient stems.

11-12: MATERIAL BALANCE TIME • Material Balance Time (tc) effectively converts constant

pressure solution to the corresponding constant rate solution.

• Exponential curve plotted using Material Balance Time becomes harmonic.

• Material Balance Time is rigorous during boundary-dominated flow.

11-14: MODERN DECLINEANALYSIS: BASIC

CONCEPTS

13-14: TYPE CURVE INTERPRETATION AIDS

(t c) = Q /q

Q

( )t

t

c qdtq q

Qt

0

1Actual Rate Decline

Actual Time Material Balance Time

Constant Rate

Rate (Normalized) • Combines rate with flowing pressure.

Integral (Normalized Rate) • Smoothes noisy data but

attenuates the reservoir signal.

Derivative (Normalized Rate) • Amplifies reservoir signal but

amplifies noise as well.

Integral-Derivative (Normalized Rate) • Smoothes the scatter

of the derivative.

15-16: PSEUDO-PRESSURE Gas properties vary with pressure: • Z-factor (Pseudo-Pressure, Figures 15 & 16) • Viscosity (Pseudo-Pressure & Pseudo-Time, Figures

15, 16 & 18)• Compressibility (Pseudo-Time, Figures 17 & 18)

• Pseudo-pressure corrects for changing viscosity and Z-factor with pressure.

• In all equations for liquid, replace pressure (p) with pseudo-pressure (pp).

Note: For gas,

17-18: PSEUDO-TIME • Compressibility represents energy in reservoir. • Gas compressibility is strong function of pressure

(especially at LOW PRESSURES).• Ignoring compressibility variation can result in

significant error in original gas-in-place (G) calculation.• Pseudo-time(ta) corrects for changing viscosity and

compressibility with pressure. • Pseudo-time calculation is ITERATIVE because it

depends on μg and ct at average reservoir pressure, and average reservoir pressure depends on G (usually known).

Note: Pseudo-time in build-up testing is evaluated at well flowing pressure NOT at average reservoir pressure.

15-18: GAS FLOWCONSIDERATIONS

Oil

19-22: FLOWINGMATERIAL BALANCE

Gas

SUMMARY:• Uses flowing data. No shut-in required. • Applicable to oil and gas.• Determines hydrocarbon-in-place, N or G.• Oil (N): Direct calculation.• Gas (G): Iterative calculation because of pseudo-time.• Simple yet powerful.• Data readily available (wellhead pressure can be

converted to bottomhole pressure).• Supplements static material balance. • Ideal for low permeability reservoirs.

Note: bpss is the inverse of productivity index and is constant during boundary-dominated flow.

Replot on Log-Log Scale

• qD and tD definitions are similar to well test.

• Convenient for transient flow.

• Results in single transient stem but multiple boundary-dominated stems.

23-24: RADIAL FLOW MODEL: TYPE CURVE ANALYSIS

All radial flow type curves are based on the same reservoir model: • Well in centre of cylindrical homogeneous reservoir. • No flow outer boundary. • Skin factor represented by rwa. • Information content of all type curves

(Figures 25-32) is the same. • The shapes are different because of

different plotting formats.• Each format represents a different “look” at the data

and emphasizes different aspects.

23-32: RADIAL TYPECURVES

re

rwa

Dq DpssDd b DADpss

Dd tb

t2

,q

25-26: BLASINGAME• qDd and tDd definitions are similar to Fetkovich. • Normalized rate (q/ p or q/ pp) is plotted. • Three sets of type curves:

1. qDd vs. tDd (Figure 25).2. Rate integral (qDdi) vs. tDd (has the same shape

as qDd). 3. Rate integral-derivative (qDdid) vs. tDd (Figure 26).

• In general:

• bDpss is a constant for a particular well / reservoir configuration.

27-28: AGARWAL-GARDNER• qD and tDA definitions are similar to well testing. • Normalized rate (q/ p or q/ pp) is plotted. • Three sets of type curves:

1. qD vs. tDA (Figure 27).2. Inverse of pressure derivative (1 / pDd) vs. tDA

(not shown). 3. Inverse of pressure integral-derivative (1 / pDid)

vs. tDA (Figure 28).• Notes:

1. Pressure derivative is defined as

2. Inverse of pressure derivative is usually too noisy and inverse of pressure integral-derivative is used instead.

DAnl( ))( D

Dd tdpd

p

29-30: NORMALIZED PRESSUREINTEGRAL (NPI)

• pD and tDA definitions are similar to well testing. • Normalized Pressure ( p/q or pp /q) is plotted

rather than normalized rate (q/ p or q/ pp). • Three sets of type curves:

1. pD vs. tDA (Figure 29).2. Pressure integral (pDi) vs. tDA (has the same

shape as pD). 3. Pressure integral-derivative (pDid) vs. tDA (Figure

30).

31-32: TRANSIENT-DOMINATED DATA • Similar to Figures 27 & 28 but uses tD instead of tDA.

This format is useful when most of the data are in TRANSIENT flow.

• qD and tD definitions are similar to well testing.• Normalized rate (q/ p or q/ pp) is plotted. • Three sets of type curves:

1. qD vs. tD (Figure 31).2. Inverse of pressure integral (1 / pDi) vs. tD (not

shown). 3. Inverse of pressure integral-derivative (1 / pDid)

vs. tD (Figure 32).

33-40: FRACTURE TYPE CURVES

f

fCD kx

wkF

33-37: FINITE CONDUCTIVITY FRACTURE • Fracture with finite conductivity results in bilinear flow

(quarter slope).

• Dimensionless Fracture Conductivity is defined as:

• Fracture with infinite conductivity results in linear flow (half slope).

• For FCD>50, the fracture is assumed to have infinite

conductivity.

38-40: INFINITE CONDUCTIVITY FRACTURE

41-43: HORIZONTAL WELL TYPE CURVES

44-45: WATER-DRIVETYPE CURVES

• Mobility ratio (M) represents the strength of the aquifer.

• M = 0 is equivalent to Radial Type Curves (Figures 25-32).

Reservoir

Infinite Aquifer

aq

res

res

aq

μμ

k

kM

Q