The effects of surface roughness on gas turbine performance are reviewed based on publications in the open literature over the past 60 years. Empirical roughness correlations routinely employed for drag and heat transfer estimates are summarized and found wanting. No single correlation appears to capture all of the relevant physics for both engineered and service-related (e.g., wear or environmentally induced) roughness. Roughness influences engine performance by causing earlier boundary layer transition, increased boundary layer momentum loss (i.e., thickness), and/or flow separation. Roughness effects in the compressor and turbine are dependent on Reynolds number, roughness size, and to a lesser extent Mach number. At low Re, roughness can eliminate laminar separation bubbles (thus reducing loss) while at high Re (when the boundary layer is already turbulent), roughness can thicken the boundary layer to the point of separation (thus increasing loss). In the turbine, roughness has the added effect of augmenting convective heat transfer. While this is desirable in an internal turbine coolant channel, it is clearly undesirable on the external turbine surface. Recent advances in roughness modeling for computational fluid dynamics are also reviewed. The conclusion remains that considerable research is yet necessary to fully understand the role of roughness in gas turbines.

1.
Diakunchak
,
I. S.
, 1992, “
Performance Deterioration in Industrial Gas Turbines
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
114
, pp.
161
168
.
2.
Kurz
,
R.
, and
Brun
,
K.
, 2001, “
Degradation in Gas Turbine Systems
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
123
, pp.
70
77
.
3.
Kacprynski
,
G. J.
,
Gumina
,
M.
, and
Roemer
,
M. J.
, 2001, “
A Prognostic Modeling Approach for Predicting Recurring Maintenance for Shipboard Propulsion Systems
,” ASME Paper No. 2001-GT-0218.
4.
Caguiat
,
D. E.
,
Zipkin
,
D. M.
, and
Patterson
,
J. S.
, 2002, “
Compressor Fouling Testing on Rolls Royce/Allison 501-K17 and General Electric LM2500 Gas Turbine Engines
,” ASME Paper No. GT-2002-30262.
5.
Fielder
,
J.
, 2003,“
Evaluation of Zero Compressor Wash Routine in RN Service
,” ASME Paper No. GT2003-38887.
6.
Syverud
,
E.
,
Brekke
,
O.
, and
Bakken
,
L. E.
, 2007, “
Axial Compressor Deterioration Caused by Saltwater Ingestion
,”
ASME J. Turbomach.
0889-504X,
129
, pp.
119
126
.
7.
Ghenaiet
,
A.
,
Tan
,
S. C.
, and
Elder
,
R. L.
, 2001, “
Particles Trajectories Through an Axial Fan and Performance Degradation Due to Sand Ingestion
,” ASME Paper No. 2001-GT-0497.
8.
Hamed
,
A. A.
,
Tabakoff
,
W.
,
Das
,
K.
,
Rivir
,
R. B.
, and
Arora
,
P.
, 2005, “
Turbine Blade Surface Deterioration by Erosion
,”
ASME J. Turbomach.
0889-504X,
127
, pp.
445
452
.
9.
Haq
,
I. U.
, and
Bu-Hazza
,
A. I.
, 2001, “
Modeling and Computation of Fouling of a 36 MW Multistage Centrifugal Compressor Train Operating in a Cracker Gas Environment
,” ASME Paper No. 2001-GT-0229.
10.
Dunn
,
M. G.
,
Baran
,
A. J.
, and
Miatech
,
J.
, 1996, “
Operation of Gas Turbine Engines in Volcanic Ash Clouds
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
118
, pp.
724
731
.
11.
Hefazi
,
H.
,
Kaups
,
K.
, and
Murry
,
R.
, 1996, “
Ice Accretion on a Radial Inflow Turbine Blade
,”
ASME J. Turbomach.
0889-504X,
118
, pp.
606
612
.
12.
Basler
,
B.
, and
Marx
,
D.
, 2001, “
Heavy Fuel Operation at Limay Bataan Power Station
,” ASME Paper No. 2001-GT-0213.
13.
Basendwah
,
A. A.
,
Pilidis
,
P.
, and
Li
,
Y. G.
, 2006, “
Turbine Off-Line Water Wash Optimization Approach for Power Generation
,” ASME Paper No. GT2006-90244.
14.
Tarada
,
F.
, and
Suzuki
,
M.
, 1993, “
External Heat Transfer Enhancement to Turbine Blading Due to Surface Roughness
,” ASME Paper No. 93-GT-74.
15.
Taylor
,
R. P.
, 1990, “
Surface Roughness Measurements on Gas Turbine Blades
,”
ASME J. Turbomach.
0889-504X,
112
, pp.
175
180
.
16.
Bogard
,
D. G.
,
Schmidt
,
D.
, and
Tabbita
,
M.
, 1998, “
Characterization and Laboratory Simulation of Turbine Airfoil Surface Roughness and Associated Heat Transfer
,”
ASME J. Turbomach.
0889-504X,
120
(
2
), pp.
337
342
.
17.
Bons
,
J. P.
,
Taylor
,
R. P.
,
McClain
,
S. T.
, and
Rivir
,
R. B.
, 2001, “
The Many Faces of Turbine Surface Roughness
,”
ASME J. Turbomach.
0889-504X,
123
, pp.
739
748
.
18.
Walsh
,
W. S.
,
Thole
,
K. A.
, and
Joe
,
C.
, 2006, “
Effects of Sand Ingestion on the Blockage of Film-Cooling Holes
,” ASME Paper No. GT2006-90067.
19.
Ghenaiet
,
A.
,
Tan
,
S. C.
, and
Elder
,
R. L.
, 2002, “
Numerical Simulation of the Axial Fan Performance Degradation Due to Sand Ingestion
,” ASME Paper No. GT-2002-30644.
20.
Ghenaiet
,
A.
,
Tan
,
S. C.
, and
Elder
,
R. L.
, 2004, “
Study of Erosion Effects on an Axial Fan Global Range of Operation
,” ASME Paper No. GT2004-54169.
21.
Levine
,
P.
, and
Angello
,
L.
, 2005, “
Axial Compressor Performance Maintenance
,” ASME Paper No. GT2005-68014.
22.
Syverud
,
E.
, and
Bakken
,
L. E.
, 2006, “
The Impact of Surface Roughness on Axial Compressor Performance Deterioration
,” ASME Paper No. GT2006-90004.
23.
Stalder
,
J. -P.
, 2001, “
Gas Turbine Compressor Washing State of the Art: Field Experiences
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
123
, pp.
363
370
.
24.
Veer
,
T.
,
Haglerod
,
K. K.
, and
Bolland
,
O.
, 2004, “
Measured Data Correction for Improved Fouling and Degradation Analysis of Offshore Gas Turbines
,” ASME Paper No. GT2004-53760.
25.
Zwebek
,
A.
, and
Plidis
,
P.
, 2003, “
Degradation Effects on Combined Cycle Power Plant Performance, Part 1: Gas Turbine Cycle Component Degradation Effects
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
125
, pp.
651
657
.
26.
Zwebek
,
A.
, and
Plidis
,
P.
, 2003, “
Degradation Effects on Combined Cycle Power Plant Performance, Part 2: Steam Turbine Cycle Component Degradation Effects
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
125
, pp.
658
663
.
27.
Zwebek
,
A.
, and
Plidis
,
P.
, 2004, “
Degradation Effects on Combined Cycle Power Plant Performance, Part 3: Gas and Steam Turbine Degradation Effects
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
126
, pp.
306
315
.
28.
Millsaps
,
K. T.
,
Baker
,
Lt. J.
, and
Patterson
,
J. S.
, 2004, “
Detection and Localization of Fouling in a Gas Turbine Compressor From Aerothermodynamic Measurements
,” ASME Paper No. GT2004-54173.
29.
Tabakoff
,
W.
,
Lakshminarasimha
,
A. N.
, and
Pasin
,
M.
, 1990, “
Simulation of Compressor Performance Deterioration Due to Erosion
,”
ASME J. Turbomach.
0889-504X,
112
, pp.
78
83
.
30.
Bammert
,
K.
, and
Milsch
,
R.
, 1972, “
Boundary Layers on Rough Compressor Blades
,” ASME Paper No. 72-GT-48.
31.
Wiesner
,
F. J.
, 1979, “
A New Appraisal of Reynolds Number Effects on Centrifugal Compressor Performance
,”
ASME J. Eng. Power
0022-0825,
101
, pp.
384
396
.
32.
Koch
,
C. C.
, and
Smith
,
L. H.
, Jr.
, 1976, “
Loss Sources and Magnitudes in Axial-Flow Compressors
,”
ASME J. Eng. Power
0022-0825,
98
, pp.
411
424
.
33.
Simon
,
H.
, and
Bülskämper
,
A.
, 1984, “
On the Evaluation of Reynolds Number and Relative Surface Roughness Effects on Centrifugal Compressor Performance Based on Systematic Experimental Investigations
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
106
, pp.
489
501
.
34.
Kind
,
R. J.
,
Serjak
,
P. J.
, and
Abbott
,
M. W. P.
, 1998, “
Measurements and Prediction of the Effects of Surface Roughness on Profile Losses and Deviation in a Turbine Cascade
,”
ASME J. Turbomach.
0889-504X,
120
, pp.
20
27
.
35.
Nikuradse
,
J.
, 1933, “
Laws for Flows in Rough Pipes
,”
VDI-Forchungsheft 361, Series B
, Vol.
4
(English translation NACA TM 1292, 1950).
36.
White
,
F. M.
, 1991,
Viscous Fluid Flow
, 2nd ed.,
McGraw-Hill
,
New York
.
37.
Gbadebo
,
S. A.
,
Hynes
,
T. P.
, and
Cumpsty
,
N. A.
, 2004, “
Influence of Surface on Three-Dimensional Separation in Axial Compressors
,” ASME Paper No. GT2004–53619.
38.
Schlichting
,
H.
, 1936, “
Experimentelle Untersuchungen zum Rauhigkeitsproblem
,”
Ingenieur-Archiv
,
7
, pp.
1
34
.
39.
Schlichting
,
H.
, 1979,
Boundary Layer Theory
, 7th ed.,
McGraw-Hill
,
New York
.
40.
Coleman
,
H. W.
,
Hodge
,
B. K.
, and
Taylor
,
R. P.
, 1984, “
A Re-Evaluation of Schlichting’s Surface Roughness Experiment
,”
ASME J. Fluids Eng.
0098-2202,
106
, pp.
60
65
.
41.
Mills
,
A. F.
, 1992,
Heat Transfer
, 1st ed.,
Irwin
,
Illinois
.
42.
Kays
,
W. M.
, and
Crawford
,
M. E.
, 1993,
Convective Heat and Mass Transfer
, 3rd ed.,
McGraw-Hill
,
New York
.
43.
Boyle
,
R. J.
, and
Senyitko
,
R. G.
, 2003, “
Measurements and Predictions of Surface Roughness Effects on Turbine Vane Aerodynamics
,” ASME Paper No. GT2003-38580.
44.
Braslow
,
A. L.
, 1960, “
Review of the Effect of Distributed Surface Roughness on Boundary-Layer Transition
,” AGARD Report No. 254.
45.
Speidel
,
L.
, 1962, “
Determination of the Necessary Surface Quality and Possible Losses Due to Roughness in Steam Turbines
,”
Elektrizitätswirtschaft
,
61
(
21
), pp.
799
804
.
46.
Forster
,
V. T.
, 1966, “
Performance Loss of Modern Steam Turbine Plant Due to Surface Roughness
,”
Proc. Instrn. Mech Engrs
,
181
(
1
), pp.
391
405
.
47.
Bammert
,
K.
, and
Sandstede
,
H.
, 1976, “
Influences of Manufacturing Tolerances and Surface Roughness of Blades on the Performance of Turbines
,”
ASME J. Eng. Power
0022-0825,
98
, pp.
29
36
.
48.
Schäffler
,
A.
, 1980, “
Experimental and Analytical Investigation of the Effects of Reynolds Number and Blade Surface Roughness on Multistage Axial Flow Compressors
,”
ASME J. Eng. Power
0022-0825,
102
, pp.
5
13
.
49.
Sigal
,
A.
, and
Danberg
,
J.
, 1990, “
New Correlation of Roughness Density Effect on the Turbulent Boundary Layer
,”
AIAA J.
0001-1452,
28
(
3
), pp.
554
556
.
50.
Boyle
,
R. J.
, and
Civinskas
,
K. C.
, 1991, “
Two-Dimensional Navier–Stokes Heat Transfer Analysis for Rough Turbine Blades
,” AIAA Paper No. 91-2129.
51.
Barlow
,
D. N.
, and
Kim
,
Y. W.
, 1995, “
Effect of Surface Roughness on Local Heat Transfer and Film Cooling Effectiveness
,” ASME Paper No. 95-GT-14.
52.
Hoffs
,
A.
,
Drost
,
U.
, and
Boics
,
A.
, 1996, “
Heat Transfer Measurements on a Turbine Airfoil at Various Reynolds Numbers and Turbulence Intensities Including Effects of Surface Roughness
,” ASME Paper No. 96-GT-169.
53.
Guo
,
S. M.
,
Jones
,
T. V.
,
Lock
,
G. D.
, and
Dancer
,
S. N.
, 1998, “
Computational Prediction of Heat Transfer to Gas Turbine Nozzle Guide Vanes With Roughened Surfaces
,”
ASME J. Turbomach.
0889-504X,
120
, pp.
343
350
.
54.
Abuaf
,
N.
,
Bunker
,
R. S.
, and
Lee
,
C. P.
, 1998, “
Effects of Surface Roughness on Heat Transfer and Aerodynamic Performance of Turbine Airfoils
,”
ASME J. Turbomach.
0889-504X,
120
, pp.
522
529
.
55.
Boyle
,
R. J.
,
Spuckler
,
C. M.
,
Lucci
,
B. L.
, and
Camperchioli
,
W. P.
, 2001, “
Infrared Low-Temperature Turbine Vane Rough Surface Heat Transfer Measurements
,”
ASME J. Turbomach.
0889-504X,
123
, pp.
168
177
.
56.
Bunker
,
R. S.
, 2003, “
The Effects of Thermal Barrier Coating Roughness Magnitude on Heat Transfer With and Without Flowpath Surface Steps
,” ASME Paper No. IMECE2003-41073.
57.
Shabbir
,
A.
, and
Turner
,
M. G.
, 2004, “
A Wall Function for Calculating the Skin Friction With Surface Roughness
,” ASME Paper No. GT2004-53908.
58.
Zhang
,
Q.
, and
Ligrani
,
P. M.
, 2006, “
Aerodynamic Losses of a Cambered Turbine Vane: Influences of Surface Roughness and Freestream Turbulence Intensity
,”
ASME J. Turbomach.
0889-504X,
128
, pp.
536
546
.
59.
Bons
,
J.
, 2005, “
A Critical Assessment of Reynolds Analogy for Turbine Flows
,”
ASME J. Heat Transfer
0022-1481,
127
, pp.
472
485
.
60.
Stripf
,
M.
,
Schulz
,
A.
, and
Wittig
,
S.
, 2005, “
Surface Roughness Effects on External Heat Transfer of a HP Turbine Vane
,”
ASME J. Turbomach.
0889-504X,
127
, pp.
200
208
.
61.
Hummel
,
F.
,
Lotzerich
,
M.
,
Cardamone
,
P.
, and
Fottner
,
L.
, 2005, “
Surface Roughness Effects on Turbine Blade Aerodynamics
,”
ASME J. Turbomach.
0889-504X,
127
, pp.
453
461
.
62.
Yuan
,
L. Q.
, and
Kind
,
R. J.
, 2006, “
Measurements and Computations of Compressible Flow Through a Turbine Cascade With Surface Roughness
,” ASME Paper No. GT2006-90018.
63.
Traupel
,
W.
, 1988,
Thermische Turbomaschinen
, Vol.
1
, 3rd ed.,
Springer
,
Berlin
.
64.
Bons
,
J. P.
, 2002, “
St and cf Augmentation for Real Turbine Roughness With Elevated Freestream Turbulence
,”
ASME J. Turbomach.
0889-504X,
124
, pp.
632
644
.
65.
Elmstrom
,
M. E.
,
Millsaps
,
K. T.
,
Hobson
,
G. V.
,
Patterson
,
J. S.
, 2005, “
Impact of Non-Uniform Leading Edge Coatings on the Aerodynamic Performance of Compression Airfoils
,” ASME Paper No. GT2005-68091.
66.
Harbeche
,
U. G.
,
Riess
,
W.
, and
Seume
,
J. R.
, 2002, “
The Effect of Milling Process Induced Coarse Surface Texture on Aerodynamic Turbine Profile Losses
,” ASME Paper No. GT-2002-30333.
67.
Roberts
,
W. B.
,
Prahst
,
P. S.
,
Thorp
,
S.
,
Stazisar
,
A. J.
, 2005, “
The Effect of Ultrapolish on a Transonic Axial Rotor
,” ASME Paper No. GT2005-69132.
68.
McIlroy
,
H. M.
,
Budwig
,
R. S.
, and
McEligot
,
D. M.
, 2003, “
Scaling of Turbine Blade Roughness for Model Studies
,” ASME Paper No. IMECE2003-42167.
69.
Blair
,
M. F.
, 1994, “
An Experimental Study of Heat Transfer in a Large-Scale Turbine Rotor Passage
,”
ASME J. Turbomach.
0889-504X,
116
, pp.
1
13
.
70.
Leipold
,
R.
,
Boese
,
M.
, and
Fottner
,
L.
, 2000, “
The Influence of Technical Surface Roughness Caused by Precision Forging on the Flow Around a Highly Loaded Compressor Cascad
e,”
ASME J. Turbomach.
0889-504X,
122
, pp.
416
425
.
71.
Feindt
,
E. G.
, 1956, “
Untersuchungen uber die Abhangigkeit des Umschlages laminar-turbulent von der Oberflachenrauhigkeit und der Druckverteilung
,” Diss. Braunschweig, Jb. 1956 Schiffbautechn. Gessellschaft 50, pp.
180
203
.
72.
Roberts
,
S. K.
, and
Yaras
,
M. I.
, 2004, “
Boundary Layer Transition in Separation Bubbles Over Rough Surfaces
,” ASME Paper GT2004-53667.
73.
Stripf
,
M.
,
Schulz
,
A.
,
Bauer
,
H. J.
, 2005, “
Surface Roughness and Secondary Flow Effects on External Heat Transfer of a HP Turbine Vane
,”
17th International Symposium on Air Breathing Engines
, ISABE Paper No. 2005-1116.
74.
Stripf
,
M.
,
Schulz
,
A.
, and
Bauer
,
H. J.
, 2008, “
Modeling of Rough Wall Boundary Layer Transition and Heat Transfer on Turbine Airfoils
,”
ASME J. Turbomach.
0889-504X,
130
, p.
021003
.
75.
Vera
,
M.
,
Zhang
,
X. F.
,
Hodson
,
H.
, and
Harvey
,
N.
, 2007, “
Separation and Transition Control on an Aft-Loaded Ultra-High-Lift LP Turbine Blade at Low Reynolds Numbers: High-Speed Validation
,”
ASME J. Turbomach.
0889-504X,
129
, pp.
340
347
.
76.
Pinson
,
M. W.
, and
Wang
,
T.
, 2000, “
Effect of Two-Scale Roughness on Boundary Layer Transition Over a Heated Flat Plate: Part 1—Surface Heat Transfer
,”
ASME J. Turbomach.
0889-504X,
122
, pp.
301
307
.
77.
Bammert
,
K.
, and
Woelk
,
G. V.
, 1980, “
The Influence of the Blading Surface Roughness on the Aerodynamic Behavior and Characteristics of an Axial Compressor
,”
ASME J. Eng. Power
0022-0825,
102
.
78.
Elrod
,
R.
, and
King
,
P. I.
, 1990, ASME Paper No. 90-GT-208.
79.
Schreiber
,
H.
,
Steinert
,
W.
, and
Küsters
,
B.
, 2002, “
Effects of Reynolds Number and Free-Stream Turbulence on Boundary Layer Transition in a Compressor Cascade
,”
ASME J. Turbomach.
0889-504X,
124
, pp.
1
9
.
80.
Suder
,
K. L.
,
Chima
,
R. V.
,
Strazisar
,
A. J.
, and
Roberts
,
W. B.
, 1995, “
The Effect of Adding Roughness and Thickness to a Transonic Axial Compressor Rotor
,”
ASME J. Turbomach.
0889-504X,
117
, pp.
491
505
.
81.
Roberts
,
W. B.
,
Armin
,
A.
,
Kassaseya
,
G.
,
Suder
,
K. L.
,
Thorp
,
S. A.
, and
Strazisar
,
A. J.
, 2002, “
The Effect of Variable Chord Length on Transonic Axial Rotor Performance
,”
ASME J. Turbomach.
0889-504X,
124
, pp.
351
357
.
82.
Benra
,
F.
,
Klapdor
,
V.
,
Schulten
,
M.
, 2006, “
Sensitivity Study on the Impact of Surface Roughness Due to Milling on the Efficiency of Shrouded Centrifugal Compressor Impellers
,” ASME Paper No. GT2006-90499.
83.
Kim
,
J.
,
Dunn
,
M. G.
,
Baran
,
A. J.
,
Wade
,
D. P.
, and
Tremba
,
E. L.
, 1993, “
Deposition of Volcanic Materials in the Hot Sections of Two Gas Turbine Engines
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
115
, pp.
641
651
.
84.
Wenglarz
,
R. A.
, 1992, “
An Approach for Evaluation of Gas Turbine Deposition
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
114
, pp.
230
234
.
85.
Wenglarz
,
R. A.
, and
Fox
,
R. G.
, Jr.
, 1990, “
Physical Aspects of Deposition From Coal-Water Fuels Under Gas Turbine Conditions
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
112
, pp.
9
14
.
86.
Borom
,
M. P.
,
Johnson
,
C. A.
, and
Peluso
,
L. A.
, 1996, “
Role of Environmental Deposits and Operating Surface Temperature in Spallation of Air Plasma Sprayed Thermal Barrier Coatings
,”
Surf. Coat. Technol.
0257-8972,
86–87
, pp.
116
126
.
87.
Bunker
,
R. S.
, 1997, “
Effect of Discrete Surface Disturbances on Vane External Heat Transfer
,”
International Gas Turbine and Aeroengine Congress & Exhibition
, June.
88.
Bammert
,
K.
, and
Sandstede
,
H.
, 1972, “
Measurements Concerning the Influence of Surface Roughness and Profile Changes on the Performance of Gas Turbines
,”
ASME J. Eng. Power
0022-0825,
122
, pp.
207
213
.
89.
Yun
,
Y. I.
,
Park
,
I. Y.
, and
Song
,
S. J.
, 2005, “
Performance Degradation Due to Blade Surface Roughness in a Single-Stage Axial Turbine
,”
ASME J. Turbomach.
0889-504X,
127
, pp.
137
143
.
90.
Boynton
,
J. L.
,
Tabibzadeh
,
R.
, and
Hudson
,
S. T.
, 1993, “
Investigation of Rotor Blade Roughness Effects on Turbine Performance
,”
ASME J. Turbomach.
0889-504X,
115
, pp.
614
620
.
91.
Dunn
,
M. G.
,
Kim
,
J.
,
Civinskas
,
K. C.
, and
Boyle
,
R. J.
, 1994, “
Time-Averaged Heat Transfer and Pressure Measurements and Comparison With Prediction for a Two-Stage Turbine
,”
ASME J. Turbomach.
0889-504X,
116
, pp.
14
22
.
92.
Taylor
,
R. P.
,
Taylor
,
J. K.
,
Hosni
,
H. H.
, and
Coleman
,
H. W.
, 1992, “
Heat Transfer in the Turbulent Boundary Layer With a Step Change in Surface Roughness
,”
ASME J. Turbomach.
0889-504X,
114
, pp.
788
.
93.
Bunker
,
R. S.
, 1997, “
Separate and Combined Effects of Surface Roughness and Turbulence Intensity on Vane Heat Transfer
,”
International Gas Turbine and Aeroengine Congress & Exhibition
, June.
94.
Zhang
,
Q.
,
Goodro
,
M.
,
Ligrani
,
P. M.
,
Trindade
,
R.
, and
Sreekanth
,
S.
, 2006, “
Influence of Surface Roughness on the Aerodynamic Losses of a Turbine Vane
,”
ASME J. Turbomach.
0889-504X,
128
, pp.
568
578
.
95.
Matsuda
,
H.
,
Otomo
,
F.
,
Kawagishi
,
H.
,
Inomata
,
A.
,
Niizeki
,
Y.
, and
Sasaki
,
T.
, 2006, “
Influence of Surface Roughness on Turbine Nozzle Profile Loss and Secondary Loss
,” ASME Paper No. GT2006-90828.
96.
Waigh
,
D. R.
, and
Kind
,
R. J.
, 1998, “
Improved Aerodynamic Characterization of Regular Three-Dimensional Roughness
,”
AIAA J.
0001-1452,
36
(
6
), pp.
1117
1119
.
97.
Bunker
,
R. S.
, and
Bailey
,
J. C.
, 2001, “
Effect of Squealer Cavity Depth and Oxidation on Turbine Blade Tip Heat Transfer
,” ASME Paper No. 2000-GT-0155.
98.
El-Batsh
,
H.
, and
Haselbacher
,
H.
, 2002, “
Numerical Investigation of the Effect of Ash Particle Deposition on the Flow Field Through Turbine Cascades
,” ASME Paper No. GT-2002–30600.
99.
Rutledge
,
J. L.
,
Robertson
,
D.
, and
Bogard
,
D. G.
, 2006, “
Degradation of Film Cooling Performance On a Turbine Vane Suction Side Due To Surface Roughness
,”
ASME J. Turbomach.
0889-504X,
128
, pp.
547
554
.
100.
Goldstein
,
R. J.
,
Eckert
,
E. R. G.
,
Chiang
,
H. D.
, and
Elovic
,
E.
, 1985, “
Effect of Surface Roughness on Film Cooling Performance
,”
ASME J. Eng. Gas Turbines Power
0742-4795,
107
, pp.
111
116
.
101.
Bogard
,
D.
,
Snook
,
D.
, and
Kohli
,
A.
, 2003, “
Rough Surface Effects on Film Cooling of the Suction Side Surface of a Turbine Vane
,” ASME Paper No. 2003-42061.
102.
Schmidt
,
D. L.
,
Sen
,
B.
,
Bogard
,
D. G.
, “
Effects of Surface Roughness on Film Cooling
,” ASME Paper No. 96-GT-299.
103.
Cardwell
,
N. D.
,
Sundaram
,
N.
, and
Thole
,
K. A.
, 2006, “
Effects of Mid-Passage Gap, Endwall Misalignment and Roughness on Endwall Film-Cooling
,”
ASME J. Turbomach.
0889-504X,
128
, pp.
62
70
.
104.
Demling
,
P.
, and
Bogard
,
D. G.
, 2006, “
The Effects of Obstructions on Film Cooling Effectiveness on the Suction Side of a Gas Turbine Vane
,” ASME Paper No. GT2006-90577.
105.
Sundaram
,
N.
and
Thole
,
K. A.
, 2006, “
Effects of Surface Deposition, Hole Blockage, and TBC Spallation on Vane Endwall Film-Cooling
,” ASME Paper No. GT2006-90379.
106.
Bunker
,
R. S.
, 2000, “
Effect of Partial Coating Blockage on Film Cooling Effectiveness
,” ASME Paper No. 2000-GT-0244.
107.
Boyle
,
R. J.
, 1994, “
Prediction of Surface Roughness and Incidence Effects on Turbine Performance
,”
ASME J. Turbomach.
0889-504X,
116
, pp.
745
751
.
108.
Cebeci
,
T.
, and
Chang
,
K. C.
, 1978, “
Calculation of Incompressible Rough-Wall Boundary Layer Flows
,”
AIAA J.
0001-1452,
16
(
7
), pp.
730
735
.
109.
Aupoix
,
B.
, and
Spalart
,
P. R.
, 2003, “
Extensions of the Spalart–Allmaras Turbulence Model to Account for Wall Roughness
,”
Int. J. Heat Fluid Flow
0142-727X,
24
(
4
), pp.
454
462
.
110.
Lee
,
J.
, and
Paynter
,
G. C.
, 1996, “
Modified Spalart–Allmaras One Equation Turbulence Model for Rough Wall Boundary Layers
,”
J. Propul. Power
0748-4658,
12
(
4
), pp.
809
812
.
111.
Kang
,
Y. S.
,
Yoo
,
J. C.
, and
Kang
,
S. H.
, 2004, “
Numerical Study of Roughness Effects on a Turbine Stage Performance
,” ASME Paper No. GT2004-53750.
112.
Boyle
,
R. J.
, and
Senyitko
,
R. G.
, 2005, “
Effects of Surface Roughness on Turbine Vane Heat Transfer
,” ASME Paper No. GT2005-68133.
113.
Holley
,
B. M.
, and
Langston
,
L. S.
, 2006, “
Surface Shear Stress and Pressure Measurements in a Turbine Cascade
,” ASME Paper No. GT2006-90580.
114.
Tarada
,
F. H. A.
, 1987, “
Heat Transfer to Rough Turbine Blading
,” Ph.D. thesis, University of Sussex, Brighton.
115.
Tolpadi
,
A. K.
, and
Crawford
,
M. E.
, 1998, “
Predictions of the Effect of Roughness on Heat Transfer From Turbine Airfoils
,” ASME Paper No. 98-GT-87.
116.
Aupoix
,
B.
, 1994, “
Modelling of Boundary Layers over Rough Surfaces
,”
Advances in Turbulence V
,
Fifth European Turbulence Conference
, Sienna,
R.
Benzi
, ed.,
Kluwer
,
Dordrecht
, pp.
16
20
.
117.
Bons
,
J. P.
, and
McClain
,
S. T.
, 2004, “
The Effect of Real Turbine Roughness with Pressure Gradient on Heat Transfer
,”
ASME J. Turbomach.
0889-504X,
126
, pp.
385
394
.
118.
McClain
,
S. T.
,
Hodge
,
B. K.
, and
Bons
,
J. P.
, 2004, “
Predicting Skin Friction and Heat Transfer for Turbulent Flow Over Real Gas-Turbine Surface Roughness Using the Discrete-Element Method
,”
ASME J. Turbomach.
0889-504X,
126
, pp.
259
267
.
119.
Bons
,
J. P.
,
McClain
,
S. T.
,
Wang
,
Z. J.
,
Chi
,
X.
, and
Shih
,
T. I.
, 2008, “
A Comparison of Approximate vs. Exact Geometrical Representations of Roughness for CFD Calculations of cf and St
,”
ASME J. Turbomach.
0889-504X,
130
, p.
021024
.
120.
Roberts
,
S. K.
, and
Yaras
,
M. I.
, 2003, “
Modeling of Boundary Layer Transition
,” ASME Paper No. GT2004-53664.
121.
Ishida
,
M.
,
Sakaguchi
,
D.
, and
Ueki
,
H.
, 2001, “
Suppression of Rotating Stall by Wall Roughness Control in Vaneless Diffusers of Centrifugal Blowers
,”
ASME J. Turbomach.
0889-504X,
123
, pp.
64
72
.
122.
Boese
,
M.
, and
Fottner
,
L.
, 2002, “
Effects of Riblets on the Loss Behavior of a Highly Loaded Compressor Cascade
,” ASME Paper No. GT-2002-30438.
123.
Vera
,
M.
,
Hodson
,
H. P.
, and
Vazquez
,
R.
, 2005, “
The Effects of a Trip Wire and Unsteadiness on a High Speed Highly Loaded Low-Pressure Turbine Blade
,”
ASME J. Turbomach.
0889-504X,
127
, pp.
747
754
.
124.
Volino
,
R. J.
, 2003, “
Passive Flow Control on Low-Pressure Turbine Airfoils
,”
ASME J. Turbomach.
0889-504X,
125
, pp.
754
764
.
125.
Pacciani
,
R.
, and
Spano
,
E.
, 2006, “
Numerical Investigation of the Effect of Roughness and Passing Wakes on LP Turbine Blades Performance
,” ASME Paper No. GT2006-90021.
126.
Lake
,
J. P.
,
King
,
P. I.
, and
Rivir
,
R. B.
, “
Low Reynolds Number Loss Reduction on Turbine Blades with Dimples and V-Grooves
,” AIAA Paper No. 00-738.
127.
Rao
,
N. M.
,
Gumusel
,
B.
,
Kavurmacioglu
,
L.
, and
Camcl
,
C.
, 2006, “
Influence of Casing Roughness on the Aerodynamic Structure of Tip Vortices in an Axel Flow Turbine
,” ASME Paper No. GT2006-91011.
You do not currently have access to this content.