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Investigation of Low Temperature Cracking in Asphalt Pa ementsCracking in Asphalt Pavements
National Pooled Fund Study – Phase II
Task 2 ReportTask 2 ReportMechanical Testing and Analysis
November 2010
Introduction
Materials
Location Construction date
Binder Grade
Asphalt modifiers
RAP(30%)date Grade modifiers (30%)
MnRoad 33 September 2007 PG 58-34 PPA -MnRoad 34 September 2007 PG 58-34 SBS+PPA -MnRoad 35 September 2007 PG 58-34 SBS -MnRoad 35 September 2007 PG 58-34 SBS -MnRoad 77 September 2007 PG 58-34 Elvaloy+PPA -MnRoad 20 August 2008 PG 58-28 - Non-FractionedMnRoad 21 August 2008 PG 58-28 - FractionedMnRoad 21 August 2008 PG 58 28 FractionedMnRoad 22 August 2008 PG 58-34 - Fractioned
Wisconsin 9.5 mm SMA 2008 PG 64-22 - -NYS Typical Mix 2008 PG 64-22 - -yp
Test samplesLoose mix laboratory compacted (SGC) specimensField cored specimens
Introduction
Participating test laboratoriesUniversity of Minnesota (UMN)University of Illinois Urbana Champagne (UIUC)University of Illinois Urbana Champagne (UIUC)University of Wisconsin (UWM)Iowa State University (ISU)
Fracture Test Methods
Indirect Tensile (IDT)Semi-Circular Bend (SCB)( )Disc-Shaped Compact Tension (DCT)
IntroductionPrimary experimental variables
Test TemperaturePGLT (1)PGLT ( )
PGLT+10°CAir void content
For laboratory specimens: 4% and 7%For laboratory specimens: 4% and 7%For field specimens: assumed to be 7%
Asphalt mixture conditioningNon conditionedNon conditionedConditioned for 5 days @ 85°C (long term aging)Field cores (2 to 3 years old)
Secondary experimental variablesAsphalt modification: PPA, SBS, SBS+PPA, Elvaloy+PPARAP fractioning: Non-fractioned vs Fractioned
(1) PG low temperature limit
RAP fractioning: Non fractioned vs. Fractioned PG low limit: PG 58-28 vs. PG 58-34
Introduction
Laboratory experimental layout
T Mi
MN/Road Test SectionWI NYS33, 34, 35, 20 21 22Test
Device Temp Mix Conditioning
, , ,77 20, 21, 22
Air Voids, %4 7 4 7 4 7 4 7
PGLT None xxx xxx xxx xxx xxx xxx xxx xxx
SCB
PGLT None xxx xxx xxx xxx xxx xxx xxx xxxPGLT+10ºC None xxx xxx xxx xxx xxx xxx xxx xxx
PGLT 5 days@85ºC xxx xxx xxx xxxPGLT Field cores xxx xxx xxx xxx
DC(T)
PGLT None xxx xxx xxx xxx xxx xxx xxx xxxPGLT+10ºC None xxx xxx xxx xxx xxx xxx xxx xxx
PGLT 5 days@85ºC xxx xxx xxx xxxPGLT Field cores xxx xxx xxx xxxPGLT Field cores xxx xxx xxx xxx
IDT
PGLT None xxx xxx xxx xxx xxx xxx xxx xxxPGLT+10ºC None xxx xxx xxx xxx xxx xxx xxx xxx
PGLT 5 days@85ºC xxx xxx xxx xxx
* Shadowed cells indicate the data missing from the experimental layout
PGLT Field cores xxx xxx xxx xxx
Experimental workPreparation of laboratory test specimens
All SGC compaction at UMNHalf of the 7% air voids cylinders were long termed agedHalf of the 7% air voids cylinders were long termed agedIDT, SCB, and DCT test samples cutCylinders and samples distributed to UIUC and UWM
Non-conditioned specimens used at UMN
Experimental work
Non-conditioned specimens used at UIUC
Conditioned specimens
Experimental work
Preparation of field test specimens Cylindrical field cores obtained from MnROADTop and bottom discardedTop and bottom discardedIDT, SCB, and DCT test samples were cutAir void content determined in different study
Field cores air void contentCell Mean CV20 6.0 0%21 5.1 2%22 5.7 2%33 5.3 1%33 5.3 %34 5.9 2%35 6.4 2%77 5.1 13%
Sample preparation scheme for field cores
77 5.1 13%Air void content for
field cores
Experimental work – Test methods
DCTSamples conditioned in controlled chamber (min. 2 hours)Test performed under tensile loadingTest performed under tensile loadingUsed pre-load of 0.2 kNLoading rate: CMOD rate of 1mm/min (0.017 mm/s)Test completed when post-peak level reduced to 0 1 kNTest completed when post peak level reduced to 0.1 kNFracture energy computed from Load-CMOD plots
DCT test scheme
Experimental work – Test methods
Typical DCT Load-CMOD curves (UIUC)
Experimental work – Test methodsSCBSCB
Samples conditioned in controlled chamber (2h)Contact load of max 0.3 kN
C O f / (Loading rate: CMOD rate of 0.0005 mm/s (34 times smaller than DCT)
Test completed when post-peak level reduced to 0.5 kNFracture toughness computed from peak loadFracture energy computed from Load-LLD plots
SCB test scheme
Experimental work – Test methods
Typical SCB Load-LLD curves (UMN)
Experimental work – Test methods
IDTDetermination of Creep StiffnessDetermination of Tensile StrengthDetermination of Tensile StrengthTest protocol AASHTO T 322-03
Analysis of Experimental Data
Analysis layout
Presentation of resultsPresentation of resultsStatistical analysis of data
Analysis of variance (ANOVA)Null Hypothesis: The effects of all the treatment groupsNull Hypothesis: The effects of all the treatment groups
are all null Alternate Hypothesis: The effect of at least one treatment
i t llgroup is not nullMultiple comparisonLevel of error for testing significance: 0.05
Note:The ‘NY’ mixture was not included in the statistical analysis, since
f f finformation was not available for all factor level combinations.
Effect of Mixture Type, Air Void Content, and Temperature on Fracture Parameters
Data analysis for unconditioned laboratory compacted specimens
Analysis of Experimental DataDCT F tDCT - Fracture energy
Results range 190 J/m2 to 800 J/m2
1400
1000
1200
1400
4% air - void content 7% air - void content
600
800
Gf[
J/m
2 ]
200
400
G
0
Test Temperature = PGLT+10 Test Temperature = PGLT
Analysis of Experimental DataSCB F tSCB - Fracture energy
Results range 300 J/m2 to 1380 J/m21400
1000
1200
1400
4% air - void content 7% air - void content
600
800
J/m
2 ]
200
400Gf[
J
0
Test Temperature = PGLT+10 Test Temperature = PGLT
Analysis of Experimental DataSCB F t t hSCB - Fracture toughness
Results range 0.45 MPa·m0.5 to 1.20 MPa·m0.51.40
1.00
1.20
0.5 ]
4% air - void content 7% air - void content
0.60
0.80
[Mpa
· m0
0.20
0.40KIC
0.00
Test Temperature = PGLT+10 Test Temperature = PGLT
Analysis of Experimental DataIDT T il t thIDT - Tensile strength
Results range 2.30 MPa to 7 MPa8.00
6.00
7.00
]
4% air - void content 7% air - void content
4.00
5.00
gth
[MPa
]
1.00
2.00
3.00
Stre
ng
0.00
Test Temperature = PGLT+10 Test Temperature = PGLT
Analysis of Experimental Data
Summary of ANOVA tables
Experimental i bl
DCT SCB SCB IDTFracture Fracture Fracture S hvariables Fracture Energy
Fracture Energy
Fracture Toughness Strength
Mix type √ √ √ √Void content − √ √ √Temperature √ √ − √
√ √Mix×Temp √ √ − −
√ Effect significant at 0 05 le el of error√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Analysis of Experimental Data
Statistical grouping & ranking of asphalt mixtures
DCT G SCB G SCBIDT
Mixture Type
DCT Gf
[J/m2]SCB Gf
[J/m2]SCB
KIC [MPa·m0.5 ]Strength[MPa ]
Group Rank Group Rank Group Rank Group RankMean Rank Mean Rank Mean Rank Mean Rank
20 423.4 C 741.6 A 0.858 A/B 4.7 A/B/C21 472.8 B /C 716.6 A 0.787 B 4.7 A/B/C22 426.1 C 563.1 B/C 0.853 A/B 4.9 A/B33 489.8 B/C 649.1 A/B 0.804 B 4.01 E34 583.6 A 821.6 A 0.890 A 4.6 B/C/D35 560 9 A/B 834 0 A 0 955 A 5 1 A35 560.9 A/B 834.0 A 0.955 A 5.1 A77 497.7 B/C 772.3 A 0.806 B 4.2 D/E
Wisconsin 298.6 D 457.3 C 0.831 B 4.4 C/D/E
Effect of mixture conditioning
Data analysis for conditioned laboratory compacted specimens
Analysis of Experimental DataDCT Fracture energy SCB Fracture energy
400
600
800
J/m
2 ]
gy
400
600
800
J/m
2 ]
SCB Fracture energy
0
200
400
Gf[
J
0
200
400
Gf[
J
8.00IDT Tensile Strength
1.50SCB Fracture Toughness
4.00
6.00
engt
h [M
Pa]
0 50
1.00
[MPa
·m0.
5 ]
0.00
2.00
Stre
0.00
0.50K
IC
Non-Conditioned Conditioned
Analysis of Experimental Data
35Creep Stiffness @ 60sec
Creep Stiffness at 60ses Creep Stiffness at 500sec
20
25
30
GPa
]
Creep Stiffness at 60ses Creep Stiffness at 500sec
5
10
15
S [G
0
Non-Conditioned Conditioned
Analysis of Experimental DataS f ANOVA t blSummary of ANOVA tables
Experimental i bl
DCT SCB SCB IDT
F t F t F tvariables Fracture energy
Fracture energy
Fracture toughness
Strength
Mix √ √ − √√ √Conditioning √ − √ −
Mix.Conditioning − − − −
Experimental variables IDT Creep stiffnessS60 S500
Mix √ √Mix √ √Conditioning √ −
Mix.Conditioning − −
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Data analysis for field specimens
Analysis of Experimental Data
DCT - Fracture energy SCB - Fracture energy
1000 1000
600
800
m2 ] 600
800
1000
200
400Gf [
J/m
200
400
600
Gf[
J/m
2 ]
0Cell 77 Cell 34 Cell 33 Cell 21 Cell 35 Cell 20 Cell 22
0
200
Cell 35 Cell 22 Cell 77 Cell 34 Cell 33 Cell 20 Cell 21
Field 7% Lab Compacted 7% - Lab Compacted & Conditioned 4% Lab Compacted
Comparison field vs. laboratory compacted specimens (Test temperature PGLT)p y p p ( p )
Analysis of Experimental Data
SCB - Fracture toughness IDT - Tensile strength6.001.40
4.00
5.00
MPa
]
0 80
1.00
1.20
a·m
0.5 ]
2.00
3.00
Stre
ngth
[M
0.40
0.60
0.80
KIC
[MPa
0.00
1.00
Cell 77 Cell 35 Cell 21 Cell 20 Cell 34 Cell 33 Cell 220.00
0.20
Cell 77 Cell 35 Cell 34 Cell 33 Cell 21 Cell 22 Cell 20
Field 7% Lab Compacted 7% - Lab Compacted & Conditioned 4% Lab Compacted
Comparison field vs. laboratory compacted specimens (Test temperature PGLT)p y p p ( p )
Analysis of Experimental DataS f ANOVA t blSummary of ANOVA tables
Experimental variables
DCT SCB SCB IDTFracture Fracture Fracture
√ : Effect significant at 0.05 level of error
variablesenergy energy toughness Strength
Mix − − √ −
√ ec s g ca a 0 05 e e o e o− : Effect non-significant at 0.05 level of error
SCB fracture energy [J/m2 ]
Statistical grouping &
Mix Type Group Mean Rank
21 162.41 C20 207 16 B/Cranking of asphalt
mixtures20 207.16 B/C33 246.34 B/C34 288.36 A/B77 301 46 A/B77 301.46 A/B22 306.49 A/B35 421.29 A
Correlation field to laboratory compacted samples
Analysis of Experimental DataDCT - Fracture energy SCB - Fracture energy
1000
m2 ]
1000
m2 ]
600
800
om fi
eld
core
[J/m
600
800
m fi
eld
core
[J/m
400
ctur
e en
ergy
fro
400
ture
ene
rgy
from
0
200
0 200 400 600 800 1000
DC
T fr
ac
0
200
SCB
frac
0 200 400 600 800 1000
DCT fracture energy from laboratory samples [J/m2]
Identity line 4% Lab Compacted
0 200 400 600 800 1000SCB fracture energy from laboratory samples [J/m2]
7% Lab Compacted 7% Lab Compacted & Conditioned
Analysis of Experimental Data
5.50
6.00
a]1.10
1.20
MPa
·m0.
5 ]
SCB - Fracture toughness IDT - Tensile strength
5.00
5.50
field
cor
es [
MPa
1.00
1.10
m fi
eld
core
s [M
4.00
4.50
T st
reng
th fr
om f
0.80
0.90
re t
ough
ness
fro
3.00
3.50
3 00 3 50 4 00 4 50 5 00 5 50 6 00ID
T0.60
0.70
0 60 0 70 0 80 0 90 1 00 1 10 1 20
SCB
fra
ctur
3.00 3.50 4.00 4.50 5.00 5.50 6.00
IDT strength from laboratory specimens [MPa]
0.60 0.70 0.80 0.90 1.00 1.10 1.20
SCB fracture toughness from laboratory specimens [MPa/m0.5]
Identity line 4% Lab Compacted7% Lab Compacted 7% Lab Compacted & Conditioned
Analysis of Experimental DataC l ti ffi i tCorrelation coefficient
SCB SCB DCTTest conditions for laboratory samples
SCB Fracture energy
SCB Fracture
toughness
DCT Fracture energy
IDT Strength
7% PGLT 0 48 0 05 0 64 0 027%- PGLT -0.48 0.05 0.64 0.02
7%- PGLT-Conditioned 0.38 -0.25 0.26 -0.44
4% PGLT 0 20 0 25 0 81 0 414%- PGLT -0.20 -0.25 0.81 -0.41
Comparison of experimental results obtained at UIUC and UMN
Analysis of Experimental DataDCT test at UMN – mixture 22-7-34DCT DCT test at UMN – mixture 22-7-34DCT
700Comparison of DCT test performed at UMN and UIUC
500
600
[J/m
2 ]
DCT test at UIUC – mixture 22-7-34300
400
actu
re e
nerg
y
DCT test at UIUC mixture 22 7 34
100
200
DC
T fr
a
021-4-18 21-4-28 20-7-18 20-7-28 22-7-24 22-7-34
DCT performed at UIUC DCT performed at UMN
Analysis of Experimental Data
SCB test performed at UMN and UIUC SCB test performed at UMN and UIUC
SCB
1000
1200
1400
rgy
[J/m
2 ]
0.80
1.00
1.20
ss [
MPa
·m0.
5 ]
400
600
800
B fr
actu
re en
er
0.40
0.60
ctur
e tou
ghne
s
0
200
35-4-24 35-7-24 NY-7-12
SCB
0.00
0.20
35-4-24 35-7-24 NY-7-12 SC
B fr
ac
SCB performed at UIUC (Piston head)SCB performed at UMN (Piston head)SCB performed at UMN (LLD)
SCB performed at UIUC (Piston head)SCB performed at UMN (Piston head)SCB performed at UMN (LLD)
Analysis of Experimental DataSCB
SCB test at UIUCSCB test at UMN SCB test at UIUC mixture 35-4-24
SCB test at UMNmixture 35-4-24
Eff t f Mi t T Ai V id C t t d T tEffect of Mixture Type, Air Void Content and Temperature on the IDT creep stiffness
Data analysis for laboratory compacted specimens
Analysis of Experimental DataIDT - Creep stiffness @ 60 secIDT Creep stiffness @ 60 sec
20253035
s [G
Pa] 4% air - void content 7% air - void content
05
101520
S tif
fnes
s
IDT - Creep stiffness @ 500 sec
0
p @
20253035
[GPa
] 4% air - void content 7% air - void content
05
1015
Stiff
ness
[
0
Test Temperature = PGLT+10 Test Temperature = PGLT
Analysis of Experimental DataS f ANOVA t blSummary of ANOVA tables
Experimental variables IDT Creep StiffnessExperimental variablesS60 S500
Mix √ √Void √ √Void √ √
Temperature √ √Mix·Void √ √
√Mix·Temp − √Void·Temp √ √
Mix·Void·Temp √ √Vo d e p √ √
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Analysis of Experimental Data
Statistical grouping & ranking of asphalt mixtures
IDT creep stiffness [MPa ]p [ ]Mix Type
S60 Mean Rank S500
Mean Rank
20 12.33 B/C 15.878 B21 12.039 C 16.222 B22 17.81 A 19.043 A/B33 12.388 B/C 16.354 B34 12 69 B/C 16 219 B34 12.69 B/C 16.219 B35 13.954 B/C 17.418 A/B77 14.207 B 16.599 B
Wisconsin 18 481 A 21 028 AWisconsin 18.481 A 21.028 A
IDT creep stiffness
D t l i f fi ld iData analysis for field specimens
Analysis of Experimental DataIDT Creep stiffness @ 60 secIDT - Creep stiffness @ 60 sec
25
30
35
[GPa
]
5
10
15
20C
reep
Stif
fnes
s
IDT - Creep stiffness @ 500 sec
0
5
Cell 77 Cell 22 Cell 33 Cell 20 Cell 35 Cell 21 Cell 34
C
30
20
25
30
ss [G
Pa]
5
10
15
Cre
ep S
tiffn
es
0Cell 22 Cell 34 Cell 33 Cell 21 Cell 77 Cell 20 Cell 35
C
Field 7% Lab Compacted 7% - Lab Compacted & Conditioned 4% Lab Compacted
Analysis of Experimental DataIDT C tiff l ti fi ld t l b t iIDT Creep stiffness correlation field to laboratory specimens
30
35
GPa
] 30
35
[GPa
]
15
20
25
m fi
eld
core
s [G
15
20
25
m fi
eld
core
s
0
5
10
S60
from
0
5
10
S500
from
Identity line 4% Lab Compacted7% Lab Compacted 7% Lab Compacted & Conditioned
0 5 10 15 20 25 30 35
S60 from LabCompacted [GPa]
0 5 10 15 20 25 30 35
S500 from Lab-compacted [GPa]
7% Lab Compacted 7% Lab Compacted & Conditioned
Correlation coefficients of Field data to LabTest conditions S60 S500
7% PGLT 0 26 0 737%- PGLT 0.26 0.737%- PGLT-Conditioned 0.61 0.61
4%- PGLT 0.36 0.47
Effect of asphalt modificationon laboratory compacted specimens
Analysis of Experimental DataDCT Fracture Energy SCB Fracture Energy
1050
1400
m2 ]
DCT Fracture Energy
1050
1400
m2 ]
SCB Fracture Energy
350
700
Gf[
J/m
350
700
Gf[
J/m
0 0
6 00
IDT Tensile Strength
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
SCB Fracture Toughness
4.00
6.00
engt
h [M
Pa]
1.00
1.50
[MPa
·m0.
5 ]
0.00
2.00Stre
4% 7% 4% 7%4% 7% 4% 7% 0.00
0.50KIC
[
PPA Elvaloy+PPA SBS SBS+PPA
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
Analysis of Experimental Data
Summary of ANOVA tables
DCT SCB SCB IDTExperimental
variables
DCT SCB SCB IDT
Fracture energy
Fracture energy
Fracture toughness Strengthgy gy g g
Void − √ √ √
Temperature √ √ − √√ √ √ √Modifier √ √ √ √
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Analysis of Experimental Data
Statistical grouping & ranking of asphalt mixtures
Modifier
DCT Gf[J/m2]
SCB Gf[J/m2]
SCB KIC[MPa/m0.5 ]
IDT strength [MPa ]
Group Rank Group Rank Group Rank Group RankMean Rank Mean Rank Mean Rank Mean Rank
SBS 560.9 A/B 834 A 0.96 A 5.1 ASBS+PPA 583.6 A 822 A/B 0.89 A/B 4.6 B
Elavaloy+PPA 495.7 B 772 A/B 0.81 B 4.2 CPPA 489.8 B 649 B 0.80 B 4.0 C
Analysis of Experimental DataIDT Creep Stiffness S@60 IDT Creep Stiffness S@500
20
30
a]
IDT Creep Stiffness S@60
20
30
a]
IDT Creep Stiffness S@500
10S [G
Pa
10S [G
Pa
PPA Elvaloy+PPA SBS SBS+PPA
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
0 0 4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
Experimental variables
IDT Creep stiffnessS60 S500
Summary of ANOVA tables
variables S60 S500Void √ √
Temperature √ √Modifier − −Modifier
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Effect of asphalt modificationon field specimens
Analysis of Experimental DataDCT Fracture Energy Field Cores SCB Fracture Energy Field Cores
700
1050
1400
J/m
2 ]
DCT Fracture Energy- Field Cores
700
1050
1400
m2 ]
SCB Fracture Energy- Field Cores
FieldPGLT
7%PGLT
7%PGLT
7%PGLT+10
0
350
700
Gf[
J
0
350
700
Gf[
J/m
Field 7% 7% 7%PGLT PGLT PGLT -
ConditionedPGLT+10 PGLT PGLT PGLT -
ConditionedPGLT+10
6.00
a]
IDT Tensile Strength - Field Cores1.50
5 ]
SCB Fracture Toughness - Field Cores
2.00
4.00
reng
th [M
Pa
0.50
1.00
IC[M
Pa·m
0.5
0.00
Str
FieldPGLT
7%PGLT
7%PGLT -
Conditioned
7%PGLT+10
FieldPGLT
7%PGLT
7%PGLT -
Conditioned
7%PGLT+10
0.00
KI
PPA Elvaloy+PPA SBS SBS+PPA
Analysis of Experimental DataS f ANOVA t blSummary of ANOVA tables
Experimental DCT SCB SCB IDT
pvariables Fracture
energyFracture energy
Fracture toughness Strength
Modifier − √√ − −Modifier √√√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Statistical grouping & ranking of asphalt mixtures
SCB fracture energy [J/m2 ]GModifier Group Mean Rank
SBS 421.9 AElvaloy+PPA 301 6 A/BElvaloy+PPA 301.6 A/B
SBS+PPA 288.6 A/BPPA 246.3 B
Analysis of Experimental DataIDT Creep Stiffness at 60sec - Field IDT Creep Stiffness at 500sec - Field
20
30
Pa]
IDT Creep Stiffness at 60sec - Field
20
30
Pa]
IDT Creep Stiffness at 500sec - Field
0
10S [G
P
0
10S [G
P
PPA Elvaloy+PPA SBS SBS+PPA
FieldPGLT
7%PGLT
7%PGLT -
Conditioned
7%PGLT+10
0 0FieldPGLT
7%PGLT
7%PGLT -
Conditioned
7%PGLT+10
Experimental IDT Creep stiffness
Summary of ANOVA tables
Experimental variables
IDT Creep stiffnessS60 S500
Modifier − −
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Effect of RAP fractioningon laboratory compacted specimens
Analysis of Experimental DataDCT Fracture Energy SCB Fracture Energy
700
1050
1400
J/m
2 ]
DCT Fracture Energy
700
1050
1400
J/m
2 ]
SCB Fracture Energy
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
0
350
700
Gf[
J
0
350
700
Gf[
J
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLTPGLT+10 PGLT+10 PGLT PGLT PGLT+10 PGLT+10 PGLT PGLT
6.00
MPa
]
IDT Tensile Strength1.50
m0.
5 ]
SCB Fracture Toughness
2.00
4.00
Stre
ngth
[M
0.50
1.00
KIC
[MPa
·m0.00
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
0.00
K
Non-fractioned Fractioned
Analysis of Experimental Data
Summary of ANOVA tables
DCT SCB SCB IDTExperimental
variables Fracture energy
Fracture energy
Fracture toughness Strength
Void −− −− √√ √√
Temperature √√ −− −− √√
F ti i √√Fractioning −− −− √√ −−
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Analysis of Experimental DataIDT Creep Stiffness S@60 IDT Creep Stiffness S@500
20
30
Gpa
]
p @
20
30
Gpa
]
C eep S ess S@500
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
0
10S [G
0
10S [G
PGLT+10 PGLT+10 PGLT PGLT PGLT+10 PGLT+10 PGLT PGLT
Non-fractioned Fractioned
Summary of ANOVA tablesExperimental
variablesIDT Creep stiffnessS60 S500
V id √√
Summary of ANOVA tables
Void −− √√Temperature √√ √√Fractioning −− −−
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Effect of RAP fractioningon field specimens
Analysis of Experimental DataDCT Fracture Energy Field Cores SCB Fracture Energy Field Cores
700
1050
1400
J/m
2 ]
DCT Fracture Energy- Field Cores
700
1050
1400
J/m
2 ]
SCB Fracture Energy - Field Cores
FieldPGLT
7%PGLT
7%PGLT
7%PGLT+10
0
350
700
Gf[
J
0
350
700
Gf [J
FieldPGLT
7%PGLT
7%PGLT
7%PGLT+10PGLT PGLT PGLT
ConditionedPGLT+10 PGLT PGLT PGLT
ConditionedPGLT+10
6.00
MPa
]
IDT Tensile Strength - Field Cores1.50
5 ]
SCB Fracture Toughness - Field Cores
2.00
4.00
Stre
ngth
[M
0.50
1.00
KIC
[MPa
·m0.
5
0.00FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
0.00
K
Non-fractioned Fractioned
Analysis of Experimental Data
Summary of ANOVA tables
Experimental variables
DCT SCB SCB IDT
Fracture energy
Fracture energy
Fracture toughness Strengthenergy energy toughness
Fractioning −− −− −− −−
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Analysis of Experimental DataIDT Creep Stiffness at 60sec - Field 30 IDT Creep Stiffness at 500sec - Field
20
30
ess [
GPa
]
p
20
30
ness
[GPa
]
p
FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
0
10
Stiff
ne
0
10
Stiff
n
FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
Conditioned
Non-fractioned FractionedConditioned
Summary of ANOVA tables
Experimental variables
IDT Creep stiffness
S60 S500
Summary of ANOVA tables
variables S60 S500
Fractioning −− −−
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Effect of binder PG low limiton laboratory compacted specimens
Analysis of Experimental DataDCT Fracture Energy SCB Fracture Energy
1050
1400
m2 ]
DCT Fracture Energy
1050
1400
m2 ]
SCB Fracture Energy
350
700
Gf[
J/m
350
700
Gf[
J/m
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
0 0
6 00IDT Tensile Strength
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
1.50SCB Fracture Toughness
4.00
6.00
th [M
Pa]
1.00
MPa
·m0.
5 ]
0.00
2.00
Stre
ngt
4% % 4% %4% % 4% % 0 00
0.50
KIC
[M
0.00 4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
PG 58-28 PG 58-34
0.00
Analysis of Experimental DataSummary of ANOVA tables
DCT SCB SCB IDTExperimental
variables
DCT SCB SCB IDT
Fracture energy
Fracture energy
Fracture toughness Strengthenergy energy toughness Strength
Void √√ −− √√ √√
Temperature √√ √√ −− √√
PG −− √√ −− −−
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Analysis of Experimental DataIDT Creep Stiffness at 60 sec IDT Creep Stiffness at 500 sec
30
40
pa]
IDT Creep Stiffness at 60 sec
30
40
pa]
IDT Creep Stiffness at 500 sec
10
20
S [G
p
10
20
S [G
p
Summary of ANOVA tables
0 4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
0 4%PGLT+10
7%PGLT+10
4%PGLT
7%PGLT
PG 58-28 PG 58-34Summary of ANOVA tables
Experimental variables
IDT Creep stiffnessS60 S500
Void − −Temperature √ √
PGLT − √PGLT − √√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Effect of binder PG low limiton field specimens
Analysis of Experimental DataDCT Fracture Energy- Field Cores SCB Fracture Energy - Field Cores
1050
1400
m2 ]
DCT Fracture Energy Field Cores
1050
1400
m2 ]
SCB Fracture Energy Field Cores
350
700
Gf[
J/m
350
700
Gf[
J/m
FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
0 0
6.00IDT Tensile Strength - Field Cores
FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
1 50SCB Fracture Toughness - Field Cores
4.00
th [M
Pa]
1.00
1.50
Pa·m
0.5 ]
0.00
2.00
Stre
ngt
0 00
0.50
KIC
[MP
0.00FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
PG 58-28 PG 58-34
0.00
Analysis of Experimental Data
Summary of ANOVA tables
Experimental variables
DCT SCB SCB IDT
Fracture Fracture Fracture Strengthenergy energy toughness Strength
PG −− √√ −− −−
√ : Effect significant at 0.05 level of errorEff t i ifi t t 0 05 l l f− : Effect non-significant at 0.05 level of error
Analysis of Experimental DataIDT Creep Stiffness at 60sec - Field IDT Creep Stiffness at 500sec - Field
20
30
[GPa
]
IDT Creep Stiffness at 60sec Field
20
30
[GPa
]
p
10
Stiff
ness
10
Stiff
ness
PG 58-28 PG 58-34
0 0FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
FieldPGLT
7%PGLT
7%PGLT
Conditioned
7%PGLT+10
Summary of ANOVA tables
Experimental IDT Creep stiffnesspvariables
C eep st essS60 S500
PG −− √√
√ : Effect significant at 0.05 level of error− : Effect non-significant at 0.05 level of error
Conclusions & Summary of FindingsUnconditioned laboratory compacted mixtures
DCT fracture energy from approximately 190 J/m2 to 800 J/m2. gy yValues at PGLT+10˚C always larger than those at PGLT, except for mixture ‘Wisconsin’. Overall, effect of the air void content on DCT fracture energy appeared to be minimal.gy pp
SCB fracture energy between 300 and 1380 J/m2. Values at PGLT+10˚C always higher than those at PGLT. SCB fracture G 0 C a ays g e a ose a G SC ac u eenergy decreases when air void content increases.
SCB fracture toughness from 0.45 to 1.20 MPa•m0.5. For 4% airSCB fracture toughness from 0.45 to 1.20 MPa m . For 4% air voids, SCB fracture toughness increased with temperature decrease. Contrarily to SCB fracture energy, KIC results suggest temperature has a minimal effecttemperature has a minimal effect.
Conclusions & Summary of Findings
IDT tensile strength ranged from 2.30 to 7 MPa. Strength was higher for mixtures with lower air void content. In addition, except gfor a few mixtures, the strength values obtained at PGLT+10˚C were higher than the values obtained at PGLT. NY mixture had significantly higher IDT strength at 7% air voids. This mixture g y g gcould not be compacted to 4% air voids.
Multiple comparisons, at 5% level of significance, performed to u t p e co pa so s, a 5% e e o s g ca ce, pe o ed ocompare and rank laboratory mixtures, according to different test methods. Mixture in cell 35 scored the best and ranked in first category for all test methods. The mixture fromfirst category for all test methods. The mixture from Wisconsin ranked the least favorable out of all mixtures tested (NY mixture not included in the analysis since it could not be compacted to 4%)compacted to 4%).
Conclusions & Summary of FindingsField Cores
Except for SCB fracture energy, the mixtures are statistically gy ysimilar. For SCB fracture energy, the best performer was again the mixture from cell 35.
Comparison between laboratory mixtures and field cores was performed by means of data correlation and correlation plots. The best match was observed for DCT fracture energy. For SCB bes a c as obse ed o C ac u e e e gy o SCfracture energy, significantly lower values were obtained for field cores compared to laboratory samples.
Conclusions & Summary of Findings
Factor Effects
Mi diti i f d i ifi t l f DCT f tMix conditioning was found significant only for DCT fracture energy and SCB fracture toughness. DCT fracture energy decreased with mix conditioning, and SCB fracture toughness i d i h i di i iincreased with mix conditioning.
Asphalt modification had a significant effect on fracture properties of laboratory mixtures. A multiple comparison indicates that the SBS modified mixture (cell 35) ranked the best overall.
For the field cores, however, asphalt modification was significant only for SCB fracture energy. The statistically significant higher fracture energy was again observed for cell 35 g g gy gmixture
Conclusions & Summary of Findings
Factor Effects
Th ff t f RAP f ti i i l b t t d h ltThe effect of RAP fractioning in laboratory compacted asphalt mixtures was found statistically not significant except for the SCB fracture toughness. For the field cores, RAP fractioning was found i i ifi f ll linsignificant for all test results.
The effect of PG lower limit was found statistically significant only for SCB fracture energy. For the laboratory mixtures, the PG 58-28 mixture tested at PGLT had higher fracture energy compared to the PG 58-34 mixture. The opposite was true for the field cores.
Conclusions & Summary of Findings
The limited comparison of the results obtained at UMN pand UIUC laboratories, respectively, indicated significant differences for both DCT and SCB test results
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