Experimentally Driven 3D Viscoelastic Modelling and Validation of Flexible Pavement with Waste Cooking Oil and Nano-Silica Modified Asphalt Under Stationary and Quasi-Static Loads

Abstract This study develops a three-dimensional finite element model of a flexible pavement containing C320 asphalt modified with waste cooking oil (WCO) and nano-silica (NS). A formulation with 4.0% treated WCO and 2.0% NS was selected through binder screening. Across 24 temperature-frequency conditions, dynamic modulus decreased from 8.60 to 0.56 GPa and phase angle increased from 10.8° to 38.5°. MATLAB R2025a was used to fit the master curve, shift factors and five-term Prony-series parameters. The fit gave R², RMSE, and MAPE values of 0.998, 0.100 GPa, and 3.42%, respectively, for dynamic modulus and 0.994, 0.610°, and 2.58%, respectively, for phase angle. Abaqus/Standard was used to develop the pavement model. Effective asphalt and support-layer stiffnesses were calibrated against Austroads stationary single-axle single-tyre (SAST) pavement-box measurements at 20 °C, giving a calibration MAPE of about 1.40%. Independent validation used a separate stationary single-axle dual-tyre (SADT) pavement-box dataset at 20 °C that was not included during calibration, with no further parameter adjustment. Model predictions of 0.341 mm, 101 µε and 151 µε were compared with measured values of 0.372 ± 0.020 mm, 92 ± 6 µε and 166 ± 10 µε, giving individual errors of 8.33%, 9.78% and 9.04% and a validation MAPE of 9.05%. The validated model was then used to compare stationary and quasi-static stepped SAST and SADT loading. When peak finite element outputs were used for this comparison, SADT gave lower normalised peak responses than SAST.

Authors

Publication Details

Journal
International Journal of Pavement Research and Technology
Published
2026-10-06
DOI
https://doi.org/10.1007/s42947-026-00928-x
Primary Topic
Asphalt Pavement Performance Evaluation
Type
article
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article

Experimentally Driven 3D Viscoelastic Modelling and Validation of Flexible Pavement with Waste Cooking Oil and Nano-Silica Modified Asphalt Under Stationary and Quasi-Static Loads

Farzaneh Tahmoorian, Oladimeji Adedokun, Qing Wu
International Journal of Pavement Research and Technology
Asphalt Pavement Performance Evaluation
article

Experimentally Driven 3D Viscoelastic Modelling and Validation of Flexible Pavement with Waste Cooking Oil and Nano-Silica Modified Asphalt Under Stationary and Quasi-Static Loads

Farzaneh Tahmoorian, Oladimeji Adedokun, Qing Wu
article en

Abstract

Abstract This study develops a three-dimensional finite element model of a flexible pavement containing C320 asphalt modified with waste cooking oil (WCO) and nano-silica (NS). A formulation with 4.0% treated WCO and 2.0% NS was selected through binder screening. Across 24 temperature-frequency conditions, dynamic modulus decreased from 8.60 to 0.56 GPa and phase angle increased from 10.8° to 38.5°. MATLAB R2025a was used to fit the master curve, shift factors and five-term Prony-series parameters. The fit gave R², RMSE, and MAPE values of 0.998, 0.100 GPa, and 3.42%, respectively, for dynamic modulus and 0.994, 0.610°, and 2.58%, respectively, for phase angle. Abaqus/Standard was used to develop the pavement model. Effective asphalt and support-layer stiffnesses were calibrated against Austroads stationary single-axle single-tyre (SAST) pavement-box measurements at 20 °C, giving a calibration MAPE of about 1.40%. Independent validation used a separate stationary single-axle dual-tyre (SADT) pavement-box dataset at 20 °C that was not included during calibration, with no further parameter adjustment. Model predictions of 0.341 mm, 101 µε and 151 µε were compared with measured values of 0.372 ± 0.020 mm, 92 ± 6 µε and 166 ± 10 µε, giving individual errors of 8.33%, 9.78% and 9.04% and a validation MAPE of 9.05%. The validated model was then used to compare stationary and quasi-static stepped SAST and SADT loading. When peak finite element outputs were used for this comparison, SADT gave lower normalised peak responses than SAST.

International Journal of Pavement Research and Technology
Openalex Percentile: Top 17%
Asphalt Pavement Performance Evaluation
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Experimentally Driven 3D Viscoelastic Modelling and Validation of Flexible Pavement with Waste Cooking Oil and Nano-Silica Modified Asphalt Under Stationary and Quasi-Static Loads — Farzaneh Tahmoorian, Oladimeji Adedokun, et al. · International Journal of Pavement Research and Technology (2026) | TGRS Research Map | TGRS