effects of hot streak and phantom cooling on heat … · effects of hot streak and phantom cooling...

86
EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT TRANSFER IN A COOLED TURBINE STAGE INCLUDING PARTICULATE DEPOSITION THE OHIO STATE UNIVERSITY Brian Casaday, Robin Prenter, Carlos Bonilla, Michael Lawrence Ali Ameri, Jeffrey Bons 2012 UTSR Workshop – 2 Oct. 2012 1

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Page 1: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT

TRANSFER IN A COOLED TURBINE STAGE INCLUDING PARTICULATE DEPOSITION

THE OHIO STATE UNIVERSITY

Brian Casaday, Robin Prenter, Carlos Bonilla, Michael Lawrence Ali Ameri, Jeffrey Bons

2012 UTSR Workshop – 2 Oct. 2012

1

Page 2: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

MOTIVATION

2

• Future gas turbines operating with HHC fuels will have higher turbine inlet temperatures relative to natural gas operation.

• Increased temperatures require better materials and more efficient cooling schemes. Increased cooling is unacceptable, so coolant must be used smarter and more sparingly.

• Requires better prediction of combustor exit temperature distribution (pattern factor) and migration of high temperature core (hot streak) through high pressure turbine.

Prediction of hot streak migration in uncooled turbine stage using inviscid, unsteady simulation. (Shang & Epstein, JTurbo 1997)

Time averaged surface temperature on rotor suction (left) and pressure (right) surfaces.

Hot Streak enters center of vane passage

Pile-up on Rotor

PS

Migration to rotor blade

root.

Page 3: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

MOTIVATION

3

•HHC fuels may contain airborne ash particulate that then deposits in the turbine – degrading performance. Hot streaks will result in preferential deposition. Predictive tools for modeling the combined effect of hot streaks and deposition are necessary for risk assessment and mitigation.

First stage nozzle volcanic ash deposition from RB211

following Mt Gallungung eruption, 24 June 1982

(Chambers)

Elevated ash deposition

aligned with fuel nozzle locations -

evident every other NGV

Page 4: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

CRITICAL NEED

4

Additional research is NEEDED to…

• model hot streak migration in a modern, cooled first stage turbine

• model effect of hot streak on coolant flow (phantom cooling)

• model deposition in HHC, elevated temperature environment

• validate models with steady (stator) and unsteady (rotor) experimental data

Page 5: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

OBJECTIVES

5

• The objective of this work is to develop a validated modeling capability to characterize the effect of hot streaks on the heat load of a modern gas turbine. • As a secondary objective the model will also be able to predict deposition locations and rates. This will be accomplished for a cooled turbine stage (stator and rotor) AND will be validated with experimental data from facilities at OSU. The effort includes both experimental and computational components, with work divided into three phases of increasing complexity: 1) Uncooled Vane 2) Cooled Vane 3) Uncooled/Cooled Rotor

Page 6: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

RESEARCH TEAM

6

Dr. Jeffrey Bons Professor Department of Mechanical and Aerospace Engineering Ohio State University Columbus, OH

Dr. Ali Ameri Research Scientist Department of Mechanical and Aerospace Engineering Ohio State University Columbus, OH

TEAM LEAD Focus: Experimental Heat Transfer and Deposition Measurements in OSU Hot Cascade Facility

Co-PI Focus: Deposition Model Development and Heat Transfer CFD

Page 7: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

OSU’s Turbine Reacting Flow Rig (TuRFR) • Natural gas burning

combustor rig • Combustor exit flow

accelerated in cone nozzle • Transition from circular to

annular sector • Real vane hardware

(industry supplied) installed in annular cascade sector

• Tt4 up to 1120°C (2050°F)

• Inlet Mach number ~ 0.1 • 300,000 < Recex< 1,000,000 • Adjustable inlet

temperature profiles • Adjustable inlet turbulence

profiles (through dilution jets)

• Film cooling from vane casing and hub (density ratio 1.6-2.0)

• Ash particulate feed in combustion chamber (10 µm MMD)

7

Steel Base

Equilibration Tube

Cone

Spool Piece

View Section

Viewports

Transition Piece

Sealing System

Vane Holder

Page 8: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

OSU’s Turbine Reacting Flow Facility (TuRFR)

8

Film Cooling Supply

Circular to Rectangular Transition

Top Section/

Vane container

Rectangular to Annular Transition

Vane Holder and Upstream Conditioning

Interchangeable Dilution Plates for Pattern Factors

Dilution Jet Supply

Page 9: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Typical TuRFR Test Sequence

9

t = 0 t = 2 min t = 8 min

t = 11 min Post test Time Lapse Images Wyoming

Sub-Bituminous Ash Test Conditions:

Tt4~1900F Min=0.90

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10

PHASE 1: Uncooled Vane • Revisit OSU’s current deposition model

• Consult with industry to determine representative hot streak for power turbine.

• Generate hot streak in TuRFR

• Measure hot streak migration and adiabatic wall temperature (uncooled vane)

• Measure deposition patterns and rates with hot streaks

• Compare model predictions with TuRFR hot streak and deposition measurements.

• Modify model as needed.

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11

Accomplishments •Preliminary CFD Study (AIAA ASM #2012-0474):

• Modeled hot streak migration and deposition in E3 vane.

• Characterized hot streak generation in TuRFR with RR vane

• Generated deposits on RR vane in TuRFR with hot streaks

• Developed CFD flow model for RR vane with deposition

• Identified Elastoviscoplasticity Model as candidate deposition model

• Designed, built, and tested model validation test piece

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12

• Particle Trajectories modeled in FLUENT • Eulerian-Lagrangian Model • Particles introduced after flow model converges

• Account for drag, heat transfer on particles • Account for turbulent dispersion

• Critical Viscosity deposition model (Tafti et al.) • Sub-bituminous ash properties • Gaussian hot streaks (1:2 ratio with vanes) • 5% inlet turbulence

Preliminary Hot Streak CFD Study*

*Casaday, B.P., Ameri, A., Bons, J.P., 2012, “Effect of Hot Streaks on Ash Deposition in Turbine Vane Passage”, presented at AIAA Aerospace Sciences Meeting in Nashville, TN, Jan 9-12, 2012. Paper #AIAA-2012-0474

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13

Geometry and Grid GE- E3 HP-Vane Extended inlet

Uniform particle distribution at inlet plane.

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14

Hot Streak Inlet Temperature Profiles

•One Streak per vane doublet.

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15

Surface Temperature Profiles

Clock – 1 Clock – 4 Clock – 7 Clock – 10 Uniform Inlet

Tem

pera

ture

(K)

1 3 5 7 9 11

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16

Deposition Locations

Mass

Mean

Diamet

er

Bulk

Densit

y

Element Weight %

Na Mg Al Si P S K Ca Ti V Fe N

i

13.4

µm

2.32

g/cc 6.9 3.6 18 47 1.6

1.

8

2.

6

8.

7

1.

6 0

6.

4 0

0.1

0

0.05

0.025

0.075

Clock – 1 Clock – 4 Clock – 7 Clock – 10 Uniform Inlet

1 3 5 7 9 11

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17

• For the turbulence level attempted, hot streaks survive the vane passages. • The relative position (and count ratio) of H.S. w.r.t. to the vanes affect the deposition patterns. • The relative position of H.S. w.r.t. to the vanes affect particulate content of the flow downstream of the vanes. • The effect of H.S. on deposition is strongly related to the Stokes number.

Conclusions of Preliminary Study

Page 18: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Initial Hot Streak Generation Attempt in TuRFR

18

Flow Measurement Plane

X (mm)

Y (m

m)

0 10 20 30 40 50 60 700

10

20

30

40

50

60

70

80

400

600

800

1000

1200

1400

1600

1800

2000

With Cooling Without Cooling

Inlet Plane Temperature Profiles (without vanes installed) • Dilution cooling causes radial temp.

distribution • Little change in tangential direction • Uniform temp. distribution without

cooling • Peak to edge temp. - adjustable

Temperature in deg F

Hu

b

Hu

b C

ase

Ca

se

Page 19: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

X (mm)

Y (m

m)

0 20 40 600

20

40

60

80

100

120

600

800

1000

1200

1400

1600

1800

Hot Streak Generation – Iteration #2

19

Flow Measurement Plane

Tem

pera

ture

in d

eg F

New Plate Design • Two ½” holes on each plate • Spaced two vane pitches apart (to

alternate hot vane, cold vane) • Used empirical relation to ensure coolant

penetration • Offset hole locations to allow two clocking

positions when plates are reversed

Ca

se

Hu

b

Page 20: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Hot Streak Deposition Test #1

20

Tem

pera

ture

in d

eg F

X (mm)

Y (m

m)

0 20 40 600

20

40

60

80

100

120

600

800

1000

1200

1400

1600

1800

Deposition Test Using Hot Streak Temperature Profile

• Rolls Royce vane segment (no FC holes) • JBPS ash, MMD=6.4 µm • RESULTS: “Hot” vanes capture more

particulate than “cold” vanes.

Hot Vanes

Cold Vanes

Compares well with prediction from ASM paper.

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Post Test Assessment

• Qualitative match to predictions from ASM paper (GE E3 vane)

• Rerun CFD calculation with matched TuRFR operating conditions and RR vanes – TOO MUCH DILUTION FLOW!

• Upon further inspection: plates were bowing and leaking dilution air into the flow

• Welded ribs to add more contact area and reduce leakage

• Repeat hot streak test Interchangeable Dilution Plates for Pattern Factors

Page 22: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

22

Flow Measurement Plane

Exit survey with vanes installed

• RR vanes • 15% dilution each

side (same as test #1)

• Same ash size, type • Limited accessibility

for exit survey

X (mm)

Y (m

m)

01020300

10

20

30

40

50

60

70

80

90

1500

1600

1700

1800

1900

2000

2100

2200

Exit Flow from “Hot” Passage

Exit Flow from “Cold” Passage

Hot Streak Deposition Test #2

Page 23: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Hot Vanes

Cold Vanes

• Deposits most prominent away from midspan. • Hot vane only slightly higher accumulation than cold vane. • CFD provides some answers.

Deposit thickness on vane surface in cm

Hot Streak Deposition Test #2

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X (mm)

Y (m

m)

0 20 40 60 800

20

40

60

80

100

120

140

160

180

200

0.5

0.55

0.6

0.65

0.7

0.75

0.8

0.85

0.9

0.95

1

0 20 40 60 80 100 120 140 160 180 2000.75

0.8

0.85

0.9

0.95

1

length (mm)

T/T co

nst

0% Dilution3% Dilution6% Dilution9% Dilution12% Dilution

• Pitchwise traces with varied dilution levels • 2000 deg F base temp • Percentage represents fraction of total flow

from each side • Dilution above 6% shows hot streak pattern at

center of passage

Hot Streak Deposition Test #3

9% Dilution Grid

Page 25: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Hot Vanes

Cold Vanes

• RR Vane set • 9% Dilution each side • Main temperature of (2000) deg F • 91.1 g JBPS ash MMD=6.4 µm • Weak evidence of hot streaks on

deposition patterns • 40% Higher capture efficiency on

“Hot” vanes compared to “Cold” vanes

Hot Streak Deposition Test #3

Laser Scan Results forthcoming

Page 26: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

X (cm)

Y (c

m)

0 1 2 3 4 5 60

1

2

3

4

5

6

-0.02

0

0.02

0.04

0.06

0.08

0.1

X (cm)

Y (c

m)

0 1 2 3 4 5 60

1

2

3

4

5

6

-0.02

0

0.02

0.04

0.06

0.08

0.1

Lead

ing

edge

(fla

ked

off)

Hot Vane Deposit Thickness (cm) Cold Vane Deposit Thickness (cm)

Lead

ing

edge

(fla

ked

off)

Scans show hot vane has thicker deposits over most of pressure surface

Total deposit = 0.46g (2.0%) Total deposit = 0.63g (2.8%)

Trai

ling

Edge

Trai

ling

Edge

Hot Streak Deposition Test #3

Page 27: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

• Inconel Rods show hot streak location (without vanes)

Inlet Plane Measurements with Vanes Installed

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Survey with Vanes - IR Image of Rods

• Use inverse method to infer flow temperature. • Steady state energy equation • Balance between axial conduction and local convection. • Results pending…

Page 29: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Modeling of hot streak and deposition in the TuRFR • Measurements of inlet boundary conditions including

the hot streaks were made without the vane at a location upstream of where the leading edge of the vane would be.

• Matching the measured inlet b.c. (including the hot streaks) by modeling the flow passage upstream including the dilution flows.

• Initially simulation exclude the vanes to match the vane inlet boundary condition.

• Upon matching the vane inlet condition, vanes are included. – Run deposition and compare with experimental tests.

Page 30: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions

• Match to experimental conditions as closely as possible.

• Determine if boundary conditions lead to inlet profile that matches measurements.

• Domain consists of section of TuRFR upstream of inlet. – Excludes vanes – Includes dilution jets

• Use measured information for boundary conditions where possible.

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Vane Inlet Conditions - Domain

Page 32: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Grid

• Unstructured mesh. • About 2.5 million cells. • Began with a relatively coarse grid and refined using

FLUENT’s adaption based on gradients: • Assumption that error occurs in regions with large

gradients • Adapted based on large temperature gradients • Region where cold jets interact with hot crossflow

refined

Page 33: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions - Grid

Page 34: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions – B.C.’s • Main inlet and dilution inlets set as mass flow inlet

boundary conditions: • Constant mass flow rate

• For each dilution jet, inlet set as a percentage of total mass flow

• Constant temperature • Main inlet temp.:1366K, Dilution inlet temp:: 310K

• Turbulence intensity • Main inlet: 5-10% • Dilution inlets: 5%

• Outlet set as a pressure outlet: • Target mass flow rate set: 0.3636 kg/s (total mass

flow rate)

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Vane Inlet Conditions

Turbulence Model • k-ω SST model • Low-Re Corrections enabled

Look at Effect of… – Dilution rate

• 3%, 15%

– Turbulence levels at main inlet • 5%, 10%

Page 36: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions

• Dilution – 15% • Turbulence Intensity – 5%

Page 37: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions

• Dilution – 15% • Turbulence Intensity – 10%

Page 38: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions

• Dilution – 3% • Turbulence Intensity – 5%

Page 39: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions

• Dilution – 3% • Turbulence Intensity – 10%

Page 40: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane Inlet Conditions - Dilution

• Varying dilution rate results in dramatic changes in the behavior of the dilution jets

• High dilution – Jets impinge – Cold flow ‘fans’ across the duct – Undesirable inlet temperature profile (no hot streak)

• Lower dilution – Jets do not interact much – Inlet temperature profile closer to measured profile

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Vane Inlet Conditions - Turbulence • The effect of increasing the turbulence intensity is hypothesized to be similar to reducing the dilution rate by increasing the mixing and reducing interaction of the jets. • Early computations showed that to be the case; further computations showed minor effects due to change in Tu. That may be due to the turbulence model deficiencies. • The effect of turbulence intensity on the shape of the inlet boundary condition is still undetermined.

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Including Vanes • Boundary conditions that produce a desirable

inlet profile as determined … • Run same conditions, with vanes included in the

domain. • Once each solution has converged, run

deposition using FLUENT’s discrete phase modeling.

Page 43: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Vane No Vane

• Dilution – 3% • Turbulence Intensity – 5%

Page 44: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

• Dilution – 3% • Turbulence Intensity – 5%

Vane No Vane

Page 45: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Deposition

• FLUENT discrete phase model used to track particles through the flow.

• User defined function implements the critical viscosity model on particle impacts on walls.

• Following results show: – Temperature profile of inlet – Contour plot that gives a measure of particle

deposition on vanes.

Page 46: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Deposition

• Dilution – 9% • Turbulence Intensity – 10%

TuRFR Test #2, 15% Dilution

Page 47: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Deposition

• Dilution – 3% • Turbulence Intensity – 10%

TuRFR Test #3, 9% Dilution

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48

Deposition

•Inlet temperature profile does not match the experimental measurements well enough as of yet and more work is required. •Not enough mixing is occurring:

•Hot and cold areas too ‘uniform’ and ‘distinct’ •Will investigate different turbulence models and inlet conditions.

•Deposition correlates with temperature as necessitated by the deposition model and physics.

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49

Deposition Modeling • Critical Viscosity Model (PLASTIC DEFORMATION ONLY)

• Tafti and Sreedharan (IGTI 2010) • probability of sticking exclusive function of particle viscosity and thus f(Temp) ONLY. • NO sensitivity to particle size, impact velocity or angle of impingement • Does NOT model elastic deformation or adhesion energy

• •Critical Velocity Model (ELASTIC DEFORMATION ONLY)

• Brach and Dunn (UND, 1992) & El-Batsh and Haselbacher (2000,2002) • particle sticks IF normal velocity < critical velocity • critical velocity is f(size, Youngs Modulus, Poissons ratio) • Youngs Modulus is f(Temp) • Does NOT model plastic deformation!!!

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50

Combination of the Models

• Critical Viscosity is dependent upon the effect of plastic deformation occurring at high temperatures •Critical Velocity is dependent upon the effect of the adhesion force occurring at lower velocities •An impact model that incorporates both adhesion and plastic deformation would be optimal

Page 51: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Elastoviscoplasticity

or

1. Inbound kinetic energy used to elastically and plastically deform particle. 2. If residual kinetic energy exceeds work required to overcome surface

adhesion – particle detaches.

1 2

Yield stress is dependent on rate of strain. Calcium carbonate powder - 10-50µm. S is liquid to solid ratio.

Large plastic deformation

Low KE

Page 52: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

Elastoviscoplasticity • Technique is sensitive to the

parameters desired for the deposition model – Temperature – Size – Mass – Velocity – Properties of the particle and

surface • Some variations include adhesion • Calculations can be made for each

impacting particle – Requires the data for yield stress – This data may be acquired through

experimentation or empirical modeling

1 210

-2

10-1

100

C

oeffi

cien

t of R

estit

utio

n

Stick Stick No Stick Region

Particle Impact Velocity Model predicts coefficient of restitution based on

particle impact velocity and material properties. Blue line represents critical velocity relation (elastic deformation only) and red line represents EVP (plastic deformation).

Page 53: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1200 K

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1300 K

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1400 K

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1500 K

Elastoviscoplasticity vs. Critical Viscosity

Sticking Sensitivity • Particle sticks if impact velocity is:

Lower than critical velocity threshold (Green line; elastic deformation) Larger than plastic deformation threshold (Blue line) Red region = stick

• Otherwise, particle rebounds with a coefficient of restitution governed by available kinetic energy

1200 1250 1300 1350 1400 1450 1500 1550 16000

20

40

60

80

100

120

Temp (K)

Pro

babi

lity

of S

ticki

ng u

pon

Impa

ct (%

)

Critical Viscosity Model • Sticking probability only dependent on

temperature • No dependence on impact velocity,

particle diameter

Page 54: EFFECTS OF HOT STREAK AND PHANTOM COOLING ON HEAT … · effects of hot streak and phantom cooling on heat transfer in a cooled turbine stage including particulate deposition the

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1200 K

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1300 K

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1400 K

100

101

102

100

101

102

103

Diameter (µm)

Impa

ct V

eloc

ity (m

/s)

T = 1500 K

Elastoviscoplasticity

Sticking Sensitivity • Particle sticks if impact velocity is:

Lower than critical velocity threshold (Green line; elastic deformation) Larger than plastic deformation threshold (Blue line) Red region = stick

• Otherwise, particle rebounds with a coefficient of restitution governed by available kinetic energy

Model contains multiple “tunable” parameters

• Most sensitive are Young’s Modulus (stiffness) of particle and surface (Ep & Es) and particle yield stress (σp)

• All change with temperature, and may require empirical relations or experiments to calibrate

• Changes to these parameters alters line locations in associated plots, but trends remain consistent.

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Model Validation Data Objective:

•Validate particle sticking models, determine appropriate model parameters •Determine particle Modulus of Elasticity and Yield Stress as functions of temperature

•Use validation experiments to determine the coefficient of restitution (COR) for particles of various sizes, initial velocities, temperatures •Set E(T) and σ0(T) to match observed deposition trends

2 Possible Sources:

• Dynamic particle impact measurements in TuRFR • Static stress-strain testing at Oak Ridge National Lab (Dr. Edgar Lara-Curzio)

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Model Validation Test Piece •Bolts to existing TuRFR top-piece •Optical access for camera, LED •Particulate laden flow impinges on interchangeable impingement plate, shown with 30°, 45°, and 60° impingement angles

•Backside and internal cooling possible •Surface temperature measured with attached thermocouple and/or IR camera possible

Flow Direction

Impingement Plate

Windows

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Model Validation Test Piece

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PSV Imaging • Particle Shadow Velocimetry* is used to

measure: – Pre and post-impact velocity (COR) – Impact and rebound angle – Sticking probability – Size

*Pioneered by Dr. Jim Crafton at ISSI.

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PSV Imaging Variants • Two configurations:

– High frame rate (~25+ KHz) camera (current setup) • Generally high signal to noise ratio • Straightforward setup, 1 image yields one

“instantaneous” point in time • Expensive, relatively low resolution

– Low (~1Hz) frame rate, color camera • Pulse 3 LEDs (RGB) independently, with a period ~μs • Each pulse represents “instantaneous” point in time • Use camera to record several pulses in single exposure • Split RGB pixels to obtain time history of particle

movement • Lower signal to noise ratio, but less expensive and

higher resolution

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Design of Experiments

• Particle size will be varied by virtue of the various particle sizes injected

• Impingement angle will vary naturally to an extent, so 1-2 nominal plate angles should yield data between 10° and 80°

Particle Temp.

Initial (Impact) Velocity

Impingement Angle

*In these tests, plate temperature would be dictated by flow temperature. Backside cooling would be possible, but this would enlarge the test matrix.

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Testing Progress • Three hot runs have been performed

– 2 with Bituminous ash (MMD ~20 μm) – 1 alternating between Lignite ash and Arizona

road dust • All tests performed at temperatures ranging

from 1000-2000° F • Nominal mass flow varied between 0.4 lbm/s-

0.8 lbm/s – Velocity of particles at mass flow greater than 0.8

lbm/s may be too fast for current high speed camera to capture

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Challenges faced at High Temperature • Thermal turbulence created due to mixing of

hot and cold gas at TuRFR exit – Degrades image quality – Complicates particle identification

• Deposition of test material on windows – Obscures camera view of rebounds – Tests can be safely run without windows, but this

exacerbates heat wave issue due to increased mixing

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Cold Flow, No Windows • Raw, unprocessed

image • Near optimal

background lighting • Minimal shadowing

near plate • Particles present,

but difficult to see due to small size

Mass Flow: 0.4 lbm/s, Cold Flow, Unground Lignite ash

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Cold Flow, With Clean Windows • Raw, unprocessed

image • Image blurred due

to windows • Particles

somewhat obscured by windows

Mass Flow: 0.4 lbm/s, Cold Flow, Unground Bituminous ash

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Hot Flow, No Windows • Raw, unprocessed

image • Large particles

visible, smaller particles obscured by heat waves

• Inconsistent, fluctuating background makes processing difficult

Mass Flow: 0.4 lbm/s, Hot Flow ~1000°F, Unground Bituminous ash

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Hot Flow, With Dirty Windows • Raw, unprocessed

image • Image blurred due to

windows, deposit on window visible

• Heat waves still present, reduced and dimmed by windows

• Overall image dimmed, making particle detection difficult

Mass Flow: 0.4 lbm/s, Hot Flow ~1500°F, Unground Bituminous ash

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High Temperature Rebound, No Windows

Mass Flow: 0.4 lbm/s, Hot Flow ~2000°F, Unground Bituminous ash

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High Temperature Deposit, No Windows

Mass Flow: 0.4 lbm/s, Hot Flow ~2000°F, Unground Bituminous ash

No Rebound

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69

PHASE 2: Cooled Vane • Measure hot streak migration and wall temperature for cooled vane

• Measure deposition patterns and rates with hot streaks for cooled vane

• Compare model predictions with TuRFR hot streak and deposition measurements.

• Modify model as needed.

• Propose and explore design modifications that will mitigate particulate deposition on turbine vanes.

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Infrared Measurements • Camera calibrations from 1200 oF to 2000 oF are conducted for

each test article of different material • Band pass filter removes flame noise • Custom cooling box to maintain constant camera temperature • Zoom lens for enhanced spatial resolution

Temp. oF

Hub Case

Higher metal temperature enhances sticking probability leading to higher deposition rates. (Trailing edge was not cooled adequately for this test.)

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Effect of Varying Backflow Margin (BFM)

1876.6°F 1840.5°F 1833.4°F

1826.2°F 1825.1°F No film cooling on aft portion of the vane

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Film Cooling Description Three Cooling Setting: • No Cooling • Low FC

- Unknown mass flow. Meant to be 9% FC - Coolant temp = 416 oC - Only film cooling on rows 1, 2, and 3 of

the pressure surface • High FC

- 33% higher coolant mass flow. Meant to be 12% FC

- Coolant temp = 160 oC. Lower coolant temperature due to increase in mass flow.

- Film cooling extended to row 4 - Higher mass flow increased the pressure

in the cooling cavity reducing the negative backflow margin region

Facility now upgraded to allow full film cooling and hotter/constant film cooling temperatures

Low FC

High FC

72

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Post Test Results Laser Scans Traces

-20 0 20 40 60 80 1000

0.005

0.01

0.015

0.02

0.025

0.03

0.035

0.04

% Wetted Distance

mm

/g

St=1.9 , No FCSt=1.9 , Low FC St=1.1 , High FC

3 25 4

• High FC enhances deposit retreat towards the leading edge - Low FC deposits stop on film cooling row 3 where film cooling first occurs - High FC deposits stop on row 4

• Peaks and valleys of the deposit show some correlation with the film cooling rows - Peaks occur at or near cooling rows

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74

PHASE 3: Rotor • Incorporate deposition model into unsteady rotor-stator code

• Extract hot streak data from OSU GTL rotating uncooled turbine test data

• Extract hot streak data from OSU GTL rotating cooled turbine test data

• Geometry modeling and gridding

• Compare model predictions with rotating data.

• Modify model as needed.

• Propose and explore design modifications that will mitigate particulate deposition on turbine rotors.

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75

• Experiments on single stage HP turbines were conducted at OSU GTL under URETI program.

• Experiments involved temperature inlet b.c.’s of uniform, radial and hot streak.

• Both uncooled vane and cooled vane were used. • Hot Streak targeted at mid-pitch or vane leading

edge • Hot Streak intensity varied • Cooling rate varied • Qwall measured

URETI /GTL’s Stage

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76

GTL’s Relevant Cases

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GTL’s Relevant Cases

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URETI Experiments (Hot Streak)

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79

Stator and Rotor grid (Coupled)

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80

URETI EXPERIMENT, Pressure (mixing plane)

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81

Pressure Distribution Midspan Mixing Plane

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URETI Stage Plan

• Will Commence running stage in unsteady mode with uniform inlet condition without cooling.

• Will use a 2 to 3 ratio of the vanes to blades for convenience and based on the computations presented.

• Temperature distribution and wall heat trasnfer will be compared for the two cases by computing the heat transfer coefficient.

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83

Gantt Chart Year 1 Year 2 Year 3

Phase 1 -Model Dvlpmnt -Industry HS input -Uncooled vane simulations -TuRFR testing

Phase 2 -Cooled vane simulations -Experimental validation

Phase 3 -Rotor simulations -Experimental validation

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QUESTIONS?

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PSV Imaging: Color Camera

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Future Work • Revise existing particle tracking algorithm

being used on cold rig – Detect particles in poor quality images – Detect particles that deposit on plate

• Record better quality images – Reduce deposition on window (skinnier plate) – Reduce heat waves by running with windows

installed • Continue testing with various particle

compositions