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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Evaluation of Temperature and Laboratory Aging on Pavement Cracking Performance Fracture Tests Eshan Dave Katie Haslett, Jo Daniel and Saman Salari North East User Producer Group Meeting Newark, Delaware 20 th October 2016
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Page 1: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Evaluation of Temperature and Laboratory Aging on Pavement Cracking Performance Fracture Tests

Eshan DaveKatie Haslett, Jo Daniel and Saman Salari

North East User Producer Group MeetingNewark, Delaware20th October 2016

Page 2: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Overview

§ Introduction–Motivation and Objectives–DCT and SCB Fracture Tests

§Methodology and Materials§Results

–Temperature Effects–Aging Effects

§Summary & Conclusion

2

Page 3: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Balanced Mix Design

§Asphalt mix design using performance tests on appropriately conditioned specimens that address multiple modes of distress taking into consideration mix aging, traffic, climate and location within the pavement structure

3

Page 4: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Motivation§ White House: 65 percent of America’s

major roads are rated in less than good condition

§ Performance tests are starting to become mature and field validation data is becoming available for developing performance related/based specifications

§ Fracture testing based cracking tests are starting to get adopted

§ There is need for understanding of effects of aging and temperature on fracture behavior of asphalt mixtures

4

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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Fracture Test Geometries§ Fracture tests on HMA date back to 1971

Single-edge Notched Beam (SE(B)) Direct

Tension

Semi-Circular Bend (SCB)

Fenix Test5

Disk-shaped Compact Tension (DCT)

Page 6: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Disk-Shaped Compact Tension (DCT) Test§ ASTM D7313-13§ Loading Rate:

– Crack Mouth Opening Displacement– CMOD Rate = 1.0 mm/min

§ Measurements:– CMOD– Load

6

P

P

CMOD, u

Page 7: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Semi-Circular Bend (SCB) Test§ Multiple variants exist

– Early work in Europe– Simultaneous cold (Marasteanu et al. – MN)

and intermediate temperature (Mohamed et al. – LA) versions – Recent work from Al-Qadi et al. (IL) à AASHTO TP 105

§ AASHTO TP 107– Line load control, loading rate = 50 mm/min– Test temperature = 25 deg. C

§ Measurements:– Displacement– Load

§ Outcomes– Fracture Energy– Flexibility Index (FI)

7

Page 8: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Fracture Parameters

Sf

Displacement (CMOD or LL), u

Load

, P

8

P

P

CMOD

Fracture work: Area under Load-Displacement curve

Fracture Energy, Gf: Energy required to create unit fracture surfaceGf = Fracture Work, Sf

Fracture Area

Flexibility Index, FI:FI = Gf / m

m

P

LL

Page 9: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Current Adoption Efforts of Fracture Tests§ Semi-Circular Bend

– LA Version Intermediate Temperature à Louisiana DOTD§ Wisconsin for High RAM Projects (Hanz et al. NEAUPG 2015)

– IL and MN Version at Intermediate Temperature:§ Illinois in pilot implementation stages

§ Disk-shaped Compact Tension– City of Chicago– Illinois Tollways– Wisconsin for High RAM Projects (Hanz et al. NEAUPG 2015)– Minnesota Department of Transportation

§ Pilot implementation on 7 projects in 2013§ Multi-lab round-robin testing in 2015 (17 projects)§ Fabrication and conditioning process effects in 2015-16 (11 projects)§ Provisional specification is now available

9

Page 10: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Current Specifications / Adoption Approaches

§ Illinois Research on SCB Flexibility Index:§ Single Test Temperature = 25 deg. C§ Short term aged specimens following AASHTO R30

§ Wisconsin High RAM Projects– SCB testing at 25 deg. C– DCT testing at specified PG LT + 10 deg. C– Both SCB and DCT on AASHTO R 30 long term aged procedure

§ 5 days at 85 deg. C on compacted specimens§ Minnesota Specification

– DCT testing at 10 deg. C warmer than required 95% reliability PG LT (in other words, without 6 deg. C rounding)

– AASHTO R30 short term aging§ Challenges: Is 25 deg. C temperature suitable for all

locations? How to handle reheating and long term aging?

10

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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

-40 -30 -20 -10 0 10102

103

104

Temperature (oC)

Frac

ture

Ene

rgy

(J/m

2 )

Mix 1

Mix 2

Mix 4Mix 3

Effect of Temperature on Fracture Energy

Mix 1 = MNRoad 19 Mix 2 = US50 (RCRI)Mix 3 = I-74Mix 4 = AI AAPTP

Page 12: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Effect of Temperature is Not Uniform: PG64-22 vs. PG58-28

-40 -30 -20 -10 0 100

500

1000

1500

2000

2500

Temperature, T (oC)

Frac

ture

Ene

rgy,

Gf (J

/m2 )

PG58-28PG64-22

Gf=627.1Exp0.041*T

r2 = 0.564

Gf =1299.3Exp0.047*T

r2 = 0.564

Page 13: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Effects of Aging on Fracture(Braham et al., 2009)

13

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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Effect of AASHTO R30 Lab Aging (Dave et al., 2011)

14

+/-13% for most mixes2 mixes showed significant difference

Section 34 à SBS+PPA, NY à UnmodifiedSection 33 à PPA and Section 35 à SBS

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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

MnDOT DCT Implementation Aging Evaluation Study

15

0

100

200

300

400

500

600

700

800

900

1000

1100

TH59RoundaboutPG64-34

TH59N.D.L.PG58-28

CSAH133PG58-34

TH61LittleMaraisPG58-34

TH61LutsenPG58-28

TH11PG58-28

TH65PG58-28

TH29PG58-34

TH62PG58-34

TH86PG64-28

CSAH3PG58-28

Frac

ture

Ene

rgy

(J/m

2 )

MixDesign No-Reheat Reheats

Page 16: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Objectives

§ Assess effects of long term laboratory aging on cracking (fracture) performance tests

§ Determine effects of test temperature on cracking performance parameters from SCB and DCT tests

§ Secondary Outcomes:– What can we learn from fracture behavior regarding asphalt

mixtures?§Effect of RAP amount§Effect of binder type

16

Page 17: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Overview

§ Introduction–Motivation and Objectives–DCT and SCB Fracture Tests

§Methodology and Materials§Results

–Temperature–Aging Effects

§Summary & Conclusion

17

Page 18: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Testing Matrix

§ Age Conditioning

§ Test Temperature Study:

18

Mix PG RAP76-22 0%70-22 20%64-22 40%52-34 20%52-34 40%

Virginia

Vermont

Mix PG RAP

New York PG 64-220%

30%

New Hampshire PG 64-28

0%

30%

§ Short Term Aging: Plant Production§ Long Term Aging: NCHRP 09-54§ Long term oven aging of loose mix

§ Aging Temperature = 95 ºC§ Aging Duration à Geography and

structure specific§ Current study: 0, 14 and 21 days

§ All tests on plant mix, lab compacted samples

§ SCB and DCT tests at multiple temperatures

§ SCB: 25, 13 and 1ºC§ DCT: PG LT + 10 ºC§ All tests on plant mixed, plant compacted

samples

Page 19: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Specimen Preparations

19

Gyratory Specimen

50 mm (2 inch) Disk

Cut disk into two halves

Notched

Core loading holes Notched

DCT

SCB

Page 20: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Specimen Distribution

20

NH 0% RAP NH 30% RAP NY 0% RAP NY 30% RAP21 days aged 21 days aged 21 days aged 21 days agedDiscs AV test Discs AV test Discs AV test Discs AV test1.A 6.5% DCT 1.A 6.9% SCB 1.A 6.8% DCT 1.A 6.8% DCT1.B 6.1% SCB 1.B 7.0% Extra 1.B 7.4% SCB 1.B 7.4% DCT1.C 6.0% Extra 1.C 6.6% DCT 1.C 6.3% Extra 1.C 7.0% SCB2.A 6.5% DCT 2.A 6.7% SCB 2.A 6.5% DCT 2.A 7.2% SCB2.B 6.4% DCT 2.B 6.6% DCT 2.B 6.8% DCT 2.B 7.5% DCT2.C 6.3% SCB 2.C 6.4% DCT 2.C 6.6% SCB 2.C 6.7% Extra

NH 0% RAP NH 30% RAP NY 0% RAP NY 30% RAP Short-term aged Short-term aged Short-term aged Short-term aged Discs AV test Discs AV test Discs AV test Discs AV test

1.A 6.6% SCB 1.A 6.6% DCT 1.A 6.2% SCB 1.A 6.4% DCT 1.B 6.5% DCT 1.B 6.6% SCB 1.B 6.3% DCT 1.B 7.1% DCT 1.C 5.7% Extra 1.C 6.6% Extra 1.C 7.8% DCT 1.C 6.1% SCB 2.A 6.5% SCB 2.A 6.6% SCB 2.A 6.8% SCB 2.A 6.6% DCT 2.B 6.3% DCT 2.B 6.8% DCT 2.B 7.9% Extra 2.B 7.2% SCB 2.C 5.8% DCT 2.C 6.5% DCT 2.C 6.6% DCT 2.C 6.3% Extra

14 days aged 14 days aged 14 days aged 14 days aged Discs AV test Discs AV test Discs AV test Discs AV test

1.A 5.5% Extra 1.A 7.9% Extra 1.A 5.8% DCT 1.A 6.9% SCB 1.B 5.6% DCT 1.B 7.4% SCB 1.B 7.4% SCB 1.B 7.6% Extra 1.C 5.8% SCB 1.C 6.9% DCT 1.C 6.4% DCT 1.C 6.2% DCT 2.A 6.7% DCT 2.A 7.1% SCB 2.A 6.2% SCB 2.A 6.5% DCT 2.B 6.5% SCB 2.B 7.2% DCT 2.B 6.7% DCT 2.B 7.1% DCT 2.C 6.3% DCT 2.C 6.9% DCT 2.C 5.7% Extra 2.C 7.5% SCB

21 days aged 21 days aged 21 days aged 21 days aged Discs AV test Discs AV test Discs AV test Discs AV test

1.A 6.5% DCT 1.A 6.9% SCB 1.A 6.8% DCT 1.A 6.8% DCT 1.B 6.1% SCB 1.B 7.0% Extra 1.B 7.4% SCB 1.B 7.4% DCT 1.C 6.0% Extra 1.C 6.6% DCT 1.C 6.3% Extra 1.C 7.0% SCB 2.A 6.5% DCT 2.A 6.7% SCB 2.A 6.5% DCT 2.A 7.2% SCB 2.B 6.4% DCT 2.B 6.6% DCT 2.B 6.8% DCT 2.B 7.5% DCT 2.C 6.3% SCB 2.C 6.4% DCT 2.C 6.6% SCB 2.C 6.7% Extra

Page 21: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Test Conditions§ Aging Study

– Plant Production (Short Term)– Loose mix oven aging @ 95 ºC– 0, 14 and 21 days– Total: 3 conditions, 2 test types

§ Temperature Study– All specimens are plant mixed,

plant compacted– Total: 1 condition, 2 test types,

3 temperatures

21

SCB: 25ºCDCT: -12 or -18ºC

SCB: 25, 13 and 1ºCDCT: -12 or -18ºC

Page 22: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Overview

§ Introduction–Motivation and Objectives–DCT and SCB Fracture Tests

§Methodology and Materials§Results

–Temperature–Aging Effects

§Summary & Conclusion

22

Page 23: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Temperature Study: Low Temperature Performance

23

- Minimal difference between VT 20% and 40% RAP mixtures

- Substantial difference between VA mixtures

Page 24: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 24

VT MixturesBlue: 20% RAP, PG 58-34Red: 40% RAP, PG 58-34

VA MixturesGreen: 0% RAP, PG 76-22Blue: 20% RAP, PG 70-22Red: 40% RAP, PG 64-22

Forc

e (k

N)

Displacement (mm)

Displacement (mm)

Forc

e (k

N)

Page 25: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Effect of Temperature on SCB Results

25

0

500

1000

1500

2000

2500

3000

3500

4000

4500

5000

1C 13C 25C

SCBFractureEne

rgy,J/m

2

VT20%RAP VT40%RAP VA0%RAP VA20%RAP VA40%RAP

Page 26: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Effect of Temperature on Fracture Behavior at Intermediate Temperatures

26

Forc

e (k

N)

Displacement (mm) Displacement (mm)

1ºC

13ºC

25ºC

13ºC

25ºC

VT 20% RAP, PG 58-34 VA 20% RAP, PG 70-22

Page 27: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 27

VA 40% RAP, PG 64-22

13ºC

25ºC

Forc

e (k

N)

Displacement (mm)

Page 28: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Overview

§ Introduction–Motivation and Objectives–DCT and SCB Fracture Tests

§Methodology and Materials§Results

–Temperature–Aging Effects

§Summary & Conclusion

28

Page 29: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Aging Study Results

§ SCB Fracture Energy at Intermediate Temperature

29

0

500

1000

1500

2000

2500

3000

3500

NH 0% RAP NH 30% RAP NY 0% RAP NY 30% RAP

Frac

ture

Ene

rgy,

Gf (

J/m

2 )

Short-term aged 14 days aged 21 days aged

- Drop in fracture energy with increasing aging levels- Extent of drop is not consistent with RAP amount

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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Effect of Aging on Fracture Behavior

30

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

0 2 4 6 8 10

Forc

e (k

N)

Displacement (mm)

0

0.5

1

1.5

2

2.5

3

3.5

4

4.5

5

0 2 4 6 8

Displacement (mm)Fo

rce

(kN

)

NH 0% RAP, PG 64-28 NH 30% RAP, PG 64-28

Green: Short-term agedBlue: 14 days at 95 deg. CRed: 21 days at 95 deg. C

Page 31: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Aging Study Results§ SCB Flexibility Index at Intermediate Temperature

31

0

1

10

NH 0% RAP NH 30% RAP NY 0% RAP NY 30% RAP

Flex

ibilit

y In

dex

(Gf/m

)(L

ogar

itmic

Sca

le)

Short-term aged 14 days AGED 21 days AGED

0

2

4

6

8

10

NH 0% RAP NH 30% RAP NY 0% RAP NY 30% RAP

Flex

ibilit

y In

dex

(Gf/m

)(A

rithm

etic

Scal

e)

Short-term aged 14 days AGED 21 days AGED

Page 32: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Overview

§ Introduction–Motivation and Objectives–DCT and SCB Fracture Tests

§Methodology and Materials§Results

–Temperature–Aging Effects

§Summary & Conclusion

32

Page 33: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Summary and Conclusions

§ Effect of temperature on fracture behavior of asphalt mixtures:– Increasing temperature à Lower peak load

(lower fracture stress) and Increased ductility

–Non unique response between mixtures

–Transition from ductile to brittle is mix (binder and other constituent) dependent

–Use of single 25 deg. C for all regions may not be a good idea!

33

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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Summary and Conclusions (cont.)

§ Effect of aging on fracture behavior of asphalt mixtures:–New draft aging protocol from NCHRP 09-54 was

evaluated here§Big drop in cracking resistance from short term to 14 day aging, small change from 14 to 21 day aging

–Aging substantially changes fracture behavior at intermediate temperature

–Age conditioning should be included in cracking (fracture) performance test

34

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Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Summary and Conclusions (cont.)

§ Performance testing can provide insight into mixture behavior:– 20% and 40% VT RAP mixes showed similar

cracking performance at intermediate and low temperatures

– Sensitivity to effects of aging were comparable between 0% and 30% NH and NY mixes

– 40% RAP VA mixture with “PG HT only” grade bumping led to substantial drop in cracking resistance

35

Page 36: Evaluation of Temperature and Laboratory Aging on Pavement ... · Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016 Balanced Mix Design §Asphalt mix design

Aging and Temperature Effects on Cracking, Eshan Dave, NEAUPG 10/20/2016

Thank you for your attention!

36

Questions / Comments?

Contact: [email protected]

Acknowledgements:UNH SURF ProgramNorth-East High RAP Pooled Fund Study


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