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Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson, C. Lettieri*, Z. Spakovszky MIT Gas Turbine Lab P. Bryanston-Cross, Univ. of Warwick A. Nakaniwa Mitsubishi Heavy Industries *Currently at TU Delft

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Page 1: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Experimental Validation of Real Gas CO2 Model near

Critical Conditions

1

March 30, 2016

D. Paxson, C. Lettieri*, Z. Spakovszky

MIT Gas Turbine Lab

P. Bryanston-Cross, Univ. of Warwick

A. Nakaniwa

Mitsubishi Heavy Industries

*Currently at TU Delft

Page 2: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Key Takeaways 2

• First experimental characterization of metastable CO2

• Preliminary CO2 measurements demonstrate applicability of RefProp

implementation of Span and Wagner equation of state in metastable

region

Page 3: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

3

CO2 Compression for Carbon Capture and Sequestration

• Mitigation of CO2 emissions require compression to high pressure

• Compressor power requirements limits large-scale CCS viability

Imaged Credit: Cal CCS Image Credit Mitsubishi Heavy Industries

Page 4: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Two-Phase Flow Near Impeller Leading Edge 4

• Acceleration over leading edge leads to localized cooling and

possible condensation1,2

• Rapid rate of cooling causes non-equilibrium phase-change

Condensing

Region

Compressor

Blade P/P0

1.5

0.8

Page 5: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Non-Equilibrium Condensation 5

A

E

C

Liquid

Gas

Supercritical

Metastable

D

250 350 300

100

50

Temperature [K]

Pre

ssure

[b

ar]

B

Page 6: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Calculating Metastable State Properties 6

Ideal Gas Approximation

• Used for low density condensing gases1,2 and gas mixtures2

Equation of State (EOS) Extrapolation3

• Current state of the art for metastable steam vapor

• Span and Wagner is state-of-the-art EOS for CO2

• Implemented through Refprop

• Limited to values below EOS spinodal limit

Direct Tabular Extrapolation4

• Simpler than EOS extrapolation

• Invalid for large excursions into two-phase dome

Page 7: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Equilibrium Pressure-Temperature Diagram 7

Page 8: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Direct Extrapolation of Metastable Properties 7 8

Page 9: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Built-in EOS Extrapolation Capability with RefProp 9

Metastable

Region

Page 10: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Objectives and Goals 10

• Demonstrate the use of interferometery for density measurement in a

metastable vapor

• Fully characterize the thermodynamic state of metastable CO2

• Determine the ranges of applicability for EOS and direct

extrapolation methods

Page 11: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Experimental Blowdown Rig 11

Liquid CO2 Dewar

Liquid CO2 Pump

Transparent 2-D test section

High Pressure and Temperature Charge Tank Dump Tank

Vacuum Pump

Typical Rig Parameters

Parameter Typical Value

Throat Area [mm2] 50

Tank CO2 Mass [kg] 50-500

Blowdown Time [s] 0.5-2

Page 12: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

12

Con-Di Nozzle as Surrogate for Impeller Leading Edge

Saturated

Region

Saturated

Region

Condensing

Region

Page 13: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Absolute Limits on Test-Rig Operating Conditions 13

Page 14: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Test-Section Requirements 14

• Optical access

• High pressure measurement resolution

• Ability to easily modify nozzle geometry

• Short testing turn-around time

Page 15: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Test-Section Design 15

Page 16: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Interferometry for Nozzle Density Measurement 16

Lamanna et. al.5

• Measured density distribution across condensation shocks in low

pressure nitrogen

• Densities on the order of 1kg/m3

Duff4

• Measured densities in condensing CO2 away from the critical point

• Densities on the order of 10kg/m3

Current Research

• Measured densities in condensing CO2 near the critical point

• Densities on the order of 100-1000kg/m3

Page 17: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Shearing Interferometer 17

4. 50% Beam

Splitter

1. Laser

2. Beam

Expander

3. Collimating

Lens

Test Section

Windows

Interfering

Beams

Direction of

Flow

6. Mirror

5. Mirror

7. Displaced

Beam Splitter

8. C

CD

Cam

era

Nozzle

Density

Gradient

1. 2. 3.

4. 5.

6. 7. 8.

Fixed Beam

Displaced Beam

Page 18: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Wavefront Distortion through Nozzle Density Gradient

18

Nozzle

Density

Gradient

Coherent

Wavefront Distorted

Wavefront

Page 19: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Fringe Pattern in Shearing Interferometer

19

Carrier Fringe

Pattern

displacement

Without Flow in Nozzle

Phase Stretched

Fringe Pattern

With Flow in Nozzle

Page 20: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

1-D Phase Unwrapping Method 20

Continuous Phase Map

x-location P

ha

se

FFT / IFFT

Phase

Unwrapping

x-location

Pix

el V

alu

e

Raw Image

Discontinuous Phase Map

x-location

Ph

ase

Page 21: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Post-Processing Procedure 21

Derivative of Fringe Phase Lag

Optical Path Length Difference

Density

Phase Lag

Index of Refraction

Integration

x λ/2π

/T-S Width

Lorentz-

Lorenz

Page 22: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

2-D Phase Unwrapping Method8 22

Raw Image

Discontinuous Phase Map

Continuous Phase Map

Phase

Unwrapping

FFT

Page 23: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Shearing Interferometer Measures Density Gradient 23

Requirement: Beam displacement measurement accuracy < 5 μm

Inte

rfero

me

ter

Ou

tpu

t

Nozzle Location

Beam

displacement

De

nsity

Nozzle Location

Fixed Beam

Displaced Beam

Integration

Page 24: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Key Idea: Knife Edge Diffraction Pattern 24

• Perpendicular knife edge produces a repeatable pattern to determine

location

Diffra

ctio

n

Pa

ttern

Knife

Edge

Propagating Beam

Page 25: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Schematic of Displacement Measurement 25

Knife Edge

Beam Blocker

Beam

Blocker

(Front

View)

Page 26: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Beam Blocker Setup 26

Beam Blocker

Knife Edge

Page 27: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Knife Edge Detection 27

Smooth

Edge

location

Curve Fit

~1cm

Page 28: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Displaced Knife Edge Image 28

Knife Edge

(Both Beams Blocked)

Displaced Image

(Left Beam Blocked)

Fixed Beam

(Right Beam Blocked)

displacement

Page 29: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Displacement Measurement Accurate to 5μm (~2%)

• Images taken at 4 micrometer settings to compare multiple points

• Knife edge measurement method yields sub pixel accuracy with error below 5

microns (order of magnitude improvement over traditional method)

29

Micrometer

Setting [μm]

Calculated

Displacement [μm] Error [μm]

0 0 0

50 47.12 2.88

100 103.26 3.26

150 154.36 4.36

Page 30: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Mach Waves Limit Observation to Subsonic Section

• Density gradients make it difficult to determine fringe pattern and

density in downstream section

• Improvements in nozzle surface finish and diverging angle will be

investigated to improve performance

30

Page 31: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Mapping Compressor Mach Number to Nozzle 31

• Measurements in nozzle limited to Mach number of 1

• Typical maximum Mach numbers at impeller leading edge: 1.1-1.2

• Nozzle total conditions reduced to drive throat conditions farther into

metastable region.

• Compressor Mach numbers mapped onto experimental capability to

characterize metastable behavior in region of interest

Page 32: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Range of Metastable Region Covered 32

Sonic Line - Nozzle

Sonic Line - Compressor

Page 33: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

First Experimental Blowdown Runs 33

Page 34: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Metastable Density Comparison: Expansion A

34

Page 35: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Metastable Density Comparison: Expansion B

35

Page 36: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Blowdown Run Comparison: Reduced Quantities

36

Page 37: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Conclusions and Future Work

Conclusions

• First interferometry measurements in S-CO2 to fully characterize

metastable state

• RefProp metastable properties accurate to within 3%

• Direct (tabular) extrapolation of metastable properties accurate to

within 7%

Future Work

• Quantify error in density measurement at varying total conditions

• Determine under which conditions direct extrapolation is valid for

determination of metastable properties

37

Page 38: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Acknowledgment

This research was funded by Mitsubishi Heavy Industries Takasago

R&D Center, which is gratefully acknowledged. In particular, the

authors would like to thank Dr. Eisaku Ito, and Mr.Akihiro Nakaniwa for

their support.

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Page 39: Experimental Validation of Real Gas CO2 Model near Critical … · 2017-03-30 · Experimental Validation of Real Gas CO 2 Model near Critical Conditions 1 March 30, 2016 D. Paxson,

Bibliography

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2. Rinaldi, E., Pecnik, R., and Colonna, P., 2013, “Steady State CFD Investigation of a Radial Compressor Operating

With Supercritical CO2,” ASME Paper No.GT2013-94580.

3. Guha A. Thermal Choking Due to Nonequilibrium Condensation. ASME. J. Fluids Eng. 1994; 116(3):599-604.

doi:10.1115/1.2910319.

4. Duff, K. M., 1964, “Non-Equilibrium Condensation of Carbon Dioxide in Supersonic Nozzles,” Master’s thesis,

Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA.

5. Lamanna G., van Poppel, J., and van Dongen M. E. H.. “Experimental Determination of Droplet Size and Density

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7. Lettieri C, Yang D, Spakovszky Z. An Investigation of Condensation Effects in Supercritical Carbon Dioxide

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