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Geothermal Two Phase Flow Correlation in Vertical Pipes

KorelasiAliranFluida Geothermal

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KorelasiAliranFluida Geothermal

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Page 1: KorelasiAliranFluida Geothermal

Geothermal Two Phase Flow Correlation in Vertical Pipes

Page 2: KorelasiAliranFluida Geothermal

General Equation• The flowing bottom-hole pressure of a geothermal

well is the sum of the flowing wellhead pressure, the pressure exerted by the weight of the fluid column, the kinetic energy change, and the energy losses resulting from heat transfer and friction (Pora, 2013).

• The equations that describe two-phase flow are the continuity, energy, and momentum equations. These are then used to express the total pressure drop up the wellbore in terms of its potential, acceleration, and frictional components (Jaime, 1983; Pora, 2013).

Page 3: KorelasiAliranFluida Geothermal

The Continuity Equation

• The continuity equation describes the transport of conserved quantity, in this case conservation of mass. For the case of two phase flow the continuity equation has to account for the different phase properties

• where vm is mixture velocity of fluid that is given by

0)(m dz

dAρv

dz

dtmm

sgslm vvv

Page 4: KorelasiAliranFluida Geothermal

The Continuity Equation• vsl and vsg are the superficial velocities of liquid and gas

respectively

• m is the density of the liquid-gas mixture which is a function of the void fraction.

• is also called gas holdup. It is the volume of gas or steam actually present in a given pipe section and given by (Wallis, 1969).

A

qv l

sl A

qv g

sg

αρα1ρρ glm

A

Ag

Page 5: KorelasiAliranFluida Geothermal

Gas hold up is the fraction of the total volume in the pipe occupied by gas

If velocity of gas (vg) is equal to that of liquid (vf) then

Gas Hold up

Page 6: KorelasiAliranFluida Geothermal

The Continuity Equation• mt is total mass flow rate that is defined as

• Gas density and liquid density can be estimated using the following equations (Wagner and Pruss, 1993)

ggllglt qρqρmmm

31

31

31

31

31

31

τiτiτiτiτiτiρ

ρln 654321

c

g

31

31

31

31

31

31

τjτjτjτjτjτj1ρ

ρ654321

c

l

Page 7: KorelasiAliranFluida Geothermal

The Continuity Equationwherec = 20.102 lb/ft3 = 1-(T/705.103)

i1 = -2.03150240 i4 = -17.2991605

i2 = -2.68302940 i5 = -44.7586581

i3 = -5.38626492 i6 = -63.9201063

j1 = 1.99274064 j4 = -1.75493479

j2 = 1.09965342 j5 = -45.5170352

j3 = -0.510839303 j6 = -6.7469445 x 105

Page 8: KorelasiAliranFluida Geothermal

Energy Equation

• The energy equation is derived from the first law of thermodynamics.

• The equation is divided into four parts, namely kinetic part, change in enthalpy per unit length, gravitational potential energy, heat loss per unit length.

0Qhgz2

vmhgz

2

vm

dz

dg

2g

gl

2l

l

Page 9: KorelasiAliranFluida Geothermal

Momentum Equation

where tf is the pressure drop per unit length due to friction. tf depends on flow regime of the two phase flow.

The momentum equation for two phase flow consists of change in inertia per unit length, Pressure changes per unit length, hydrostatic pressure gradient, hydrostatic pressure gradient and head loss.

0AtgAρdz

dpAvm

dz

dfmmt

αρvα)(1ρv2gD

ft g

2gl

2lf

Page 10: KorelasiAliranFluida Geothermal

The Steam QualityThe steam quality of the mixture, x, is the ratio between mass flow of gas and total mass flow through a given cross section of the pipe (Wallis, 1969).

where Rsw is gas solubility in water (Ahmed, 2006)

gswl

gsw

gl

g

ρRρ

ρR

mm

mx

2321sw pkpkk

5.615

1R

Page 11: KorelasiAliranFluida Geothermal

The Steam Quality

A relationship between the gas hold up, steam quality, slip ratio and phase densities exists, can be expressed by (Kjartan, 2011)

2531 )T3.59(10)T3.45(102.12k

2752 )T1.48(10)T(1026.50.0107k

211973 )T.02(101)T3.9(10)8.75(10k

]xρSρ)x-1[(

xρα

lg

l

Page 12: KorelasiAliranFluida Geothermal

where S is slippage between the phases. This slippage is commonly termed slip ratio, S, and is defined as the ratio between the average velocity of the gas phase and the average velocity of the liquid phase in gas-liquid flow (Zhao, 2005)

If slip between liquid phase and gas phase is negligible, then S is equal to one.

Gas Hold up

l

g

v

vS

Page 13: KorelasiAliranFluida Geothermal

Pressure Drop EquationThe three governing equation can be assembled to derive a pressure drop correlation in the vertical two-phase flow. Jaime (1983) has modified Orkiszewski’s method for predicting the pressure drop of the two-phase flow in geothermal wells as follows

Δz

p4637A

)qm(m1

144

1Δp

2ggl

fm

Page 14: KorelasiAliranFluida Geothermal

Pressure Drop Correlation Using Dimensional Analysis

Several physical parameters which have a significant effect on the fluid flow in pipe are as follows• Mixture density (m)

• Total mass flow rate (mt)• Enthalpy (h)• Pipe diameter (d)• Pressure gradient (P/L)

Page 15: KorelasiAliranFluida Geothermal

Pressure Drop Correlation Using Dimensional Analysis

The unit and dimension of the parameters are listed in the following table

Table 1: Unit and dimension of the selected parameters

No. Parameter Unit Dimension1. m lbm/ft3 ML-3

2. mt lbm/sec MT-1

3. h Btu/lb L2T-2

4. d ft L5. P/L psi/ft ML-2T-2

Page 16: KorelasiAliranFluida Geothermal

Pressure Drop Correlation Using Dimensional Analysis

The unit and dimension of the parameters are listed in the following table

Table 1: Unit and dimension of the selected parameters

No. Parameter Unit Dimension1. m lbm/ft3 ML-3

2. lbm/sec MT-1

3. h Btu/lb L2T-2

4. d ft L5. P/L psi/ft ML-2T-2

Page 17: KorelasiAliranFluida Geothermal

Pressure Drop Correlation Using Dimensional Analysis

As per the Buckingham theorem, two number of dimensionless groups can be formed. Therefore

The first group consists of the first four variables. The variables are arranged to form the dimensionless equation as follows

0)π,f(π 21

2t

42m

1m

hdρπ

Page 18: KorelasiAliranFluida Geothermal

Pressure Drop Correlation Using Dimensional Analysis

Using the same way, the second dimensionless group is arranged by replacing the fourth variable with the fifth one. The equation is as follows

where:By rearranging the equation, the flowing bottom-hole pressure is obtained:

2t

5m

2m

L

ΔPdρ

π

whwf PPΔP

5m

22t

whwfdρ

πLmPP

Page 19: KorelasiAliranFluida Geothermal

Relationship of 1 and 2

In order to obtain relation between the two dimensionless groups, several variables given in Table 2 were randomly varied to result in 350 sets of data.Table 2: Parameter used to correlate the two dimensionless groups

Parameter minimum Maximumd(ft) 0.72 1.0335L(ft) 2280 8299e(in) 0.00006 0.0001Pwh(psi) 195 995Pbh(psi) 658 3073Twh(oF) 50 534Tbh(oF) 182 757mt(lb/sec) 25 154h(btu/lb) 21 528U (btu/hr/sqft/F) 289 1386w 0.75 1.13

Page 20: KorelasiAliranFluida Geothermal

Relationship of 1 and 2

The relationship between the two groups is966377.0

12 0000092033.0π

Page 21: KorelasiAliranFluida Geothermal

Pressure Drop Correlation Using Dimensional Analysis

In order to obtain relation between the two dimensionless groups, several variables given in Table 2 were randomly varied to result in 350 sets of data.Table 2: Parameter used to correlate the two dimensionless groups

Parameter minimum Maximumd(ft) 0.72 1.0335L(ft) 2280 8299e(in) 0.00006 0.0001Pwh(psi) 195 995Pbh(psi) 658 3073Twh(oF) 50 534Tbh(oF) 182 757mt(lb/sec) 25 154h(btu/lb) 21 528U (btu/hr/sqft/F) 289 1386w 0.75 1.13

Page 22: KorelasiAliranFluida Geothermal

Procedure for Calculating PwfThe procedure to estimate the flowing bottom is given as follows:1. Assume a value of flowing bottom-hole pressure (Pwfa).

2. Calculate average pressure and average temperature using the following equations

3. Calculate or measure mixture density, (m), total mass flow rate (mt), enthalpy, and diameter pipe at

and .

2

PPP wfawh

2

TTT wfwh

Page 23: KorelasiAliranFluida Geothermal

Procedure for Calculating Pwf4. Calculate the first and second dimensionless equations.

5. Calculate flowing bottom-hole pressure.

6. If the different between the calculated Pwf (in step 5) and the assumed Pwfa (in step 1) is less than 1 psi, the procedure ends. If not, assume Pwfa = Pwf and go to step 2.

2t

42m

1m

hdρπ 966377.0

12 0000092033.0π

5m

22t

whwfdρ

πLmPP

Page 24: KorelasiAliranFluida Geothermal

ExampleA geothermal well has a set of fluid and well properties as follows:

Parameter DataDepth, ft 2253.9ID pd.Casing, ft 0.9843Pwh, psi 587.40Twh, oF 473.00Twf, oF 511.87h(btu/lb) 558.90mt(lb/sec) 108.03Pwf, psi 841.22

Page 25: KorelasiAliranFluida Geothermal

SolutionFirst Trial1. Assume Pwf = 1000 psi2. Average pressure and average temperature

3. Mixture density, (m), total mass flow rate (mt), enthalpy, and diameter pipe at and .

Tave = 492.8 Pave = 793.7014 psi

mt (lb/s) = 108.0265 h (btu/lb) = 558.8993

m (lb/s) = 16.8841

Page 26: KorelasiAliranFluida Geothermal

SolutionFirst Trial4. The first and second dimensionless equations

5. Flowing bottom-hole pressure

6. Since the different between the calculated Pwf (in step 5) and the assumed Pwfa (in step 1) is more than 1 psi, assume Pwfa = Pwf = 769.9358 psi.

1 = 12.81302733 2 = 0.000108231

pwf (psi) = 769.9358

Page 27: KorelasiAliranFluida Geothermal

SolutionSecond Trial1. Assume Pwf = 769.9358 psi2. Average pressure and average temperature

3. Mixture density, (m), total mass flow rate (mt), enthalpy, and diameter pipe at and .

Tave = 492.8 Pave = 678.6693 psi

mt (lb/s) = 108.0265 h (btu/lb) = 558.8993

m (lb/s) = 19.4163

Page 28: KorelasiAliranFluida Geothermal

SolutionSecond Trial4. The first and second dimensionless equations

5. Flowing bottom-hole pressure

6. Since the different between the calculated Pwf (in step 5) and the assumed Pwfa (in step 1) is more than 1 psi, assume Pwfa = Pwf = 795.3481 psi.

1 = 16.94453123 2 = 0.000141791

pwf (psi) = 795.3481

Page 29: KorelasiAliranFluida Geothermal

SolutionThird Trial1. Assume Pwf = 795.3481 psi2. Average pressure and average temperature

3. Mixture density, (m), total mass flow rate (mt), enthalpy, and diameter pipe at and .

Tave = 492.8 Pave = 691.3755 psi

mt (lb/s) = 108.0265 h (btu/lb) = 558.8993

m (lb/s) = 19.0971

Page 30: KorelasiAliranFluida Geothermal

SolutionThird Trial4. The first and second dimensionless equations

5. Flowing bottom-hole pressure

6. Since the different between the calculated Pwf (in step 5) and the assumed Pwfa (in step 1) is more than 1 psi, assume Pwfa = Pwf = 792.1584 psi.

1 = 16.39210038 2 = 0.000137321

pwf (psi) = 792.1584

Page 31: KorelasiAliranFluida Geothermal

SolutionFourth Trial1. Assume Pwf = 792.1584 psi2. Average pressure and average temperature

3. Mixture density, (m), total mass flow rate (mt), enthalpy, and diameter pipe at and .

Tave = 492.8 Pave = 689.7806 psi

mt (lb/s) = 108.0265 h (btu/lb) = 558.8993

m (lb/s) = 19.1366

Page 32: KorelasiAliranFluida Geothermal

SolutionFourth Trial4. The first and second dimensionless equations

5. Flowing bottom-hole pressure

6. Since the different between the calculated Pwf (in step 5) and the assumed Pwfa (in step 1) is less than 1 psi, then Pwf = 792.5528 psi. The calculation is ended

1 = 16.45988227 2 = 0.00013787

pwf (psi) = 792.5528