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Reliability in the MEPDG
One States Perspective
Linda Pierce, PE
State Pavements EngineerWSDOT
Transportation Research Board 86th Annual Meeting
January 21, 2207
Introduction
• What level of reliability to use?
• NCHRP 1-40 results
• Reliability and pavement thickness
• Thoughts on the reliability concept in MEPDG
What values to use?
• 1993 AASHTO Guide definition
– The actual number of ESAL’s to a terminal
serviceability level is less than the predicted ESAL’s
• MEPDG definition
– Each key distresses will be less than the critical
distress level over the design period
• The more important the project (consequences
of failure) the higher the reliability
MEPDG Flow Diagram
Image courtesy of Scott Wilson Pavement Engineering LTD, NCHRP 1-40A(03) Final Report
MEPDG Reliability Process
1. Input design parameters (traffic, climate, structure, material properties)
2. User defines target distress conditions at the end of the design period
3. User defines reliability level
4. MEPDG estimates distress at the end of the design year and determines “pass” or “fail” condition
MEPDG Recommended Values
50-7550-75Local
70-8075-85Collectors
75-9080-95Principal Arterial
80-9585-97Interstate
RuralUrbanFunctional Class
Distress Types
Fatigue cracking (chemically
stabilized layer)
Minimum and maximum
crack spacing
Rutting – HMA onlyLoad transfer (cracks)
Rutting – total pavementCrack width (CRCP)
Thermal crackingPunchouts
Bottom up crackingFaulting
Top down crackingTransverse cracking
Terminal IRITerminal IRI
Flexible PavementRigid Pavement
WSDOT Recommendation
• Until local calibration/validation can be
completed
• New Construction
75%Minor Arterial and Collector
85%Principal Arterial
95%Interstate
ReliabilityFunctional Class
• Rehabilitation
– Reliability = 50 percent
NCHRP 1-40 Results
• Rehabilitation design may be conduced at a greater level
– Traffic, material properties, subgrade
moisture conditions, pavement distress can
be measured in the lab and field
Global Calibration Hypothesis
Image courtesy of ARA
NCHRP 1-40 Results
• For some deterioration modes there is more
calibration data at low levels of distress
• Variability for higher distress levels is likely to
be less reliable (based on fewer data points)
• Until more calibration data (at varying distress
levels) is available, it is difficult to asses the
effects of reduced input variability and
therefore, reliability of the output parameters
NCHRP 1-40 Results
• The same standard deviations are used for all design levels (except for thermal cracking)
– No improvement in reliability when more
accurate input parameters are used
• Investigate the use of
– Monte Carlo simulation techniques
– Other alternative methods
NCHRP 1-40 Results
• Insufficient data in the LTPP database to determine the effect of input level on the calibration error
– Except for thermal cracking properties
• Need to have accurate measure of past traffic loadings
• Local calibration needed to confirm the national calibration models
NCHRP 9-30 Results
• Use of performance data from carefully controlled experiments (WesTrack, MnRoad, NCAT, FHWA-ALF) are more useful for model validation/calibration
• Recalibrate MEPDG
Reliability and Thickness Design
• HMA Example
– Level 1 and 3 analysis
– 40 year design
– Reliability levels: 50 and 90
Reliability and Thickness Design
Fail19.770.340.25Permanent Deformation (AC Only) (in):903
Fail02112100AC Thermal Fracture (ft/mi):903
Pass99.99940.9100AC Bottom Up Cracking (%):903
Fail13.23226.5172Terminal IRI (in/mi)903
Fail19.770.340.25Permanent Deformation (AC Only) (in):503
Fail02112100AC Thermal Fracture (ft/mi):503
Pass99.99940.9100AC Bottom Up Cracking (%)503
Fail13.23226.5172Terminal IRI (in/mi)503
CommentReliability Predicted
Distress Predicted
Distress TargetPerformance CriteriaR
Input Level
Thoughts on the Reliability
Concept
• Process used in the MEPDG is a starting point
• Local calibration is essential