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The Influence of Air Void Content on Moisture
Damage Susceptibility of Asphalt Mixtures:
A Computational Study
Aikaterini Varveri, Cor Kasbergen & Tom Scarpas
Pavement Engineering, Delft University of Technology
Stavros Avgerinopoulos & Andy Collop
Faculty of Engineering, De Montfort University
CROW Infradagen 2014, The Netherlands, June 18-19, 2014
Moisture Damage in AC
 Moisture diffusion
 Advective transport
 Wheel loading
 Pumping action
COUPLING
Degradation of the cohesive strength
of the asphalt binder
Loss of the adhesion bond between
aggregate & asphalt binder
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
Moisture Diffusion
( )
t

  

D   D e eij i j m ij
i,j
D a d
Molecular diffusion tensor
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study

  t
Normalized moisture concentration C /C
Fick’s Second Law
Influence of Air Voids on Moisture Damage
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
  D e eij i j m ij
i,j
D a d
From literature:
 Moisture diffuses faster in air (Dair>Dbinder)
 Air void phase controls the rate of moisture diffusion into an
asphaltic mixture
 An association is found between moisture diffusion and the
interconnectivity of the voids
Past Modelling Efforts Problems
- Asphalt concrete was
modelled as a two-phase
material
- 2D finite element models
of asphalt concrete were
utilized
- Underestimate moisture
damage susceptibility
- Inability to distinguish
among different types of
mixtures (PA, SMA, etc.)
FE Micromechanical Meshes
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
PA & SMA Mixtures
Mixture
Type
Nominal Maximum
Aggregate Size
(mm)
Binder Content
Pb (%)
Air Void
Content
(%)
Interconnectivity
of Air Voids
(%)
PA 10 4.4 23.7 90
SMA 10 6.4 5.3 10
Moisture Diffusion Analyses
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
SMA Mixture
PA Mixture
1.00.0 θ
Moisture Diffusion Analyses
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
0.00
0.20
0.40
0.60
0.80
1.00
0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00 80.00 90.00 100.00
Normalizedmoistureconcentration
Specimen diameter (mm)
1 day
2 days
3 days
4 days
5 days
SMA Mixture
PA Mixture
A A’
A A’
T T T T
d d d d d¥ ¥ ¥ ¥= Þ = = =F F F C F F F F F F F C F
T T T T
e v v e e v v e v¥ ¥ ¥ ¥= Þ = = =F F F C F F F F F F F C F
Viscoelastic-Damage Energy Based Model
Multiplicative decomposition
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
: 0  P FD
Viscoelastic-Damage Energy Based Model
Clausius-Planck Inequality
Rate of Internal
Mechanical Work
Free Energy Function
Ψ(F, ξ1, ξ2,…)
   ,v e dC C    
Helmholtz free energy function
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
Moisture Damage Evolution Law
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
1 (1 )(1 )md d d   
Total Damage Equation
(Kringos et al., 2011)

d
1.0
1.00.0
ˆd
1.0
0.0
 d f  
d
1
r
k W
md e 
 
1 a
d e 


 Moisture Damage
Mechanical Damage
Mechanical-Moisture Damage Analyses
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
Dry specimen After 210 hrs of moisture diffusion
1.00.0 d
Moisture Concentration and Damage Distribution
Mechanical damage
Mechanical & moisture
damage
48 hrs of moisture
diffusion
1.0
0.0
θ
1.0
0.0
d
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
1.0
0.0
d
SMA mixture PA mixture
Strength vs. moisture conditioning time
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
SMA Mixture
PA Mixture
Moisture susceptibility parameter α1 >α2
21%
19 %
43 %
Conclusions
 Asphalt concrete is modeled as a three-phase material in three-
dimensions (3D) for the first time.
 The model is capable of predicting the degradation of the mechanical
performance of asphalt mixtures with increasing moisture content.
 The analyses confirm the well-known fact that AC mixtures with higher
air void content are more prone to moisture damage.
 Availability of the model enables assessing and ranking mixtures for their
moisture damage susceptibility.
The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
Aikaterini Varveri, Cor Kasbergen & Tom Scarpas
Pavement Engineering, Delft University of Technology
Stavros Avgerinopoulos & Andy Collop
Faculty of Engineering, De Montfort University
CROW Infradagen 2014, The Netherlands, June 18-19, 2014
Thank you for your attention!

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084 varveri infradagen 1

  • 1. The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study Aikaterini Varveri, Cor Kasbergen & Tom Scarpas Pavement Engineering, Delft University of Technology Stavros Avgerinopoulos & Andy Collop Faculty of Engineering, De Montfort University CROW Infradagen 2014, The Netherlands, June 18-19, 2014
  • 2. Moisture Damage in AC  Moisture diffusion  Advective transport  Wheel loading  Pumping action COUPLING Degradation of the cohesive strength of the asphalt binder Loss of the adhesion bond between aggregate & asphalt binder The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
  • 3. Moisture Diffusion ( ) t      D   D e eij i j m ij i,j D a d Molecular diffusion tensor The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study    t Normalized moisture concentration C /C Fick’s Second Law
  • 4. Influence of Air Voids on Moisture Damage The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study   D e eij i j m ij i,j D a d From literature:  Moisture diffuses faster in air (Dair>Dbinder)  Air void phase controls the rate of moisture diffusion into an asphaltic mixture  An association is found between moisture diffusion and the interconnectivity of the voids Past Modelling Efforts Problems - Asphalt concrete was modelled as a two-phase material - 2D finite element models of asphalt concrete were utilized - Underestimate moisture damage susceptibility - Inability to distinguish among different types of mixtures (PA, SMA, etc.)
  • 5. FE Micromechanical Meshes The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study PA & SMA Mixtures Mixture Type Nominal Maximum Aggregate Size (mm) Binder Content Pb (%) Air Void Content (%) Interconnectivity of Air Voids (%) PA 10 4.4 23.7 90 SMA 10 6.4 5.3 10
  • 6. Moisture Diffusion Analyses The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study SMA Mixture PA Mixture 1.00.0 θ
  • 7. Moisture Diffusion Analyses The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study 0.00 0.20 0.40 0.60 0.80 1.00 0.00 10.00 20.00 30.00 40.00 50.00 60.00 70.00 80.00 90.00 100.00 Normalizedmoistureconcentration Specimen diameter (mm) 1 day 2 days 3 days 4 days 5 days SMA Mixture PA Mixture A A’ A A’
  • 8. T T T T d d d d d¥ ¥ ¥ ¥= Þ = = =F F F C F F F F F F F C F T T T T e v v e e v v e v¥ ¥ ¥ ¥= Þ = = =F F F C F F F F F F F C F Viscoelastic-Damage Energy Based Model Multiplicative decomposition The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
  • 9. : 0  P FD Viscoelastic-Damage Energy Based Model Clausius-Planck Inequality Rate of Internal Mechanical Work Free Energy Function Ψ(F, ξ1, ξ2,…)    ,v e dC C     Helmholtz free energy function The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
  • 10. Moisture Damage Evolution Law The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study 1 (1 )(1 )md d d    Total Damage Equation (Kringos et al., 2011)  d 1.0 1.00.0 ˆd 1.0 0.0  d f   d 1 r k W md e    1 a d e     Moisture Damage Mechanical Damage
  • 11. Mechanical-Moisture Damage Analyses The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study Dry specimen After 210 hrs of moisture diffusion 1.00.0 d
  • 12. Moisture Concentration and Damage Distribution Mechanical damage Mechanical & moisture damage 48 hrs of moisture diffusion 1.0 0.0 θ 1.0 0.0 d The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study 1.0 0.0 d SMA mixture PA mixture
  • 13. Strength vs. moisture conditioning time The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study SMA Mixture PA Mixture Moisture susceptibility parameter α1 >α2 21% 19 % 43 %
  • 14. Conclusions  Asphalt concrete is modeled as a three-phase material in three- dimensions (3D) for the first time.  The model is capable of predicting the degradation of the mechanical performance of asphalt mixtures with increasing moisture content.  The analyses confirm the well-known fact that AC mixtures with higher air void content are more prone to moisture damage.  Availability of the model enables assessing and ranking mixtures for their moisture damage susceptibility. The Influence of Air Void Content on Moisture Damage Susceptibility of Asphalt Mixtures: A Computational Study
  • 15. Aikaterini Varveri, Cor Kasbergen & Tom Scarpas Pavement Engineering, Delft University of Technology Stavros Avgerinopoulos & Andy Collop Faculty of Engineering, De Montfort University CROW Infradagen 2014, The Netherlands, June 18-19, 2014 Thank you for your attention!