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Published on: May 31, 2022
Fuzzy-Modulus-Based Layered Elastic Analysis of Asphalt Pavements for Enhanced Fatigue Life Prediction
Artur Zbiciak1, Denys Volchok2, Zofia Kozyra3
1Institute of Roads and Bridges, Faculty of Civil Engineering, Warsaw University of Technology, Al. Armii Ludowej 16, 00-637 Warsaw, Poland.
This study introduces a new method using fuzzy set theory to assess asphalt pavement fatigue life, accounting for material property uncertainty. The approach enhances pavement design reliability by providing realistic fatigue predictions under variable conditions.
Area of Science:
- Civil Engineering
- Materials Science
- Transportation Engineering
Background:
- Asphalt pavement fatigue performance is crucial for infrastructure longevity.
- Uncertainty in material properties, like elastic moduli, challenges traditional pavement design.
- Deterministic models often oversimplify real-world variability in pavement materials.
Purpose of the Study:
- To develop a novel approach for evaluating asphalt pavement fatigue performance.
- To incorporate fuzzy set theory for modeling uncertainty in asphalt layer elastic moduli.
- To improve the reliability of pavement fatigue life predictions.
Main Methods:
- Integration of fuzzy numbers with an analytical multilayer elastic pavement model.
- Application of alpha-cut representation and defuzzification techniques.
- Utilizing fuzzy-modulus-based parameters within layered elastic half-space models.
Main Results:
- Fuzzy estimations of critical strain responses and associated fatigue lives were obtained.
- The methodology realistically captures material property uncertainty compared to deterministic methods.
- Fuzzy bounds for fatigue life parameters were provided, enabling robust pavement design.
Conclusions:
- The proposed fuzzy set theory approach enhances the predictive reliability of asphalt pavement performance.
- This method offers a more realistic evaluation of pavement fatigue under material uncertainty.
- The technique supports more robust and reliable pavement engineering designs.
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