Araştırma Makalesi

Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations

Sayı: Advanced Online Publication 10 Mart 2026
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Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations

Öz

In order to manage the resource used in road construction and for decreasing costs to optimum levels, maintenance and repair needs should be determined correctly and required actions should be applied at the right time. The current structural and functional condition of the pavement must be evaluated for management of the pavement of the road network. Current condition can be calculated by methods determined by using non-destructive testing methods with Falling Weight Deflectometers (FWD). But in this method, the test results of asphalt effected by asphalt temperature. Different climate types are seen in different regions in Turkey and hot-cold temperature differences are more common compared to other countries. Therefore, it would not be appropriate to design the pavement with a single reference temperature. In this study, reference temperatures for different regions were calculated based on meteorological data, depending on traffic volumes. Also, in this study, the temperature effect of Hot Mix Asphalt (HMA) layers on deflectometer measurements of Flexible Pavements were investigated and a layer modulus temperature correction method was developed for bituminous HMA layers in the light of field studies conducted. This article discusses the process of updating a temperature-dependent linear elasticity modulus model using new experimental data. A model based on elasticity modulus values obtained from experiments conducted at various temperatures was initially established, and the study explores how this model can be updated with new experimental data. The update process involves defining a tolerance range around the temperature at which the new experiment was conducted. The elasticity modulus values from previous experiments that fall within this range are averaged to adjust the trend line of the model. The impact of different tolerance ranges on the trend line is examined, showing that a narrow tolerance range leads to minimal changes, while a wider range can cause significant shifts in the trend line. This method ensures that the model remains robust and adaptable to new data while accounting for variability in measurements.

Anahtar Kelimeler

Kaynakça

  1. KGM. Yol Ağı Bilgileri. 2022 [cited 2022 21.11.2022]; Available from: https://www.kgm.gov.tr/sayfalar/kgm/sitetr/kurumsal/yolagi.aspx.
  2. KGM. 2010 Mali Yılı Performans Programı. 2010 [cited 2022 21.11.2022]; Available from: https://www.kgm.gov.tr/SiteCollectionDocuments/KGMdocuments/Kurumsal/PerformansProgrami/10performans.pdf.
  3. KGM. 2015 Yılı Performans Programı. 2015 [cited 2022 21.11.2022]; Available from: https://www.kgm.gov.tr/SiteCollectionDocuments/KGMdocuments/Kurumsal/PerformansProgrami/15performans.pdf.
  4. KGM. 2019 - 2023 Stratejik Planı. 2019 [cited 2022 21.11.2022]; Available from: https://www.kgm.gov.tr/SiteCollectionDocuments/KGMdocuments/Kurumsal/StratejikPlan/strateji(2019-2023).pdf.
  5. Nguyen, T., J.Y. Tan, and N.Y. Ho, Deflection bowl parameters for falling weight deflectometer testing: data collection and threshold benchmarking. International Journal of Pavement Engineering, 2023. 24(2): p. 2034815.
  6. Li, M., et al., Surface layer modulus prediction of asphalt pavement based on LTPP database and machine learning for Mechanical-Empirical rehabilitation design applications. Construction and Building Materials, 2022. 344: p. 128303.
  7. Shahin, M.Y., Pavement management for airports, roads, and parking lots. 1994.
  8. Choi, J.W., et al., New layer-moduli back-calculation method based on the constrained extended Kalman filter. Journal of Transportation Engineering, 2010. 136(1): p. 20-30.

Ayrıntılar

Birincil Dil

İngilizce

Konular

İnşaat Mühendisliğinde Sayısal Modelleme, Ulaştırma Mühendisliği

Bölüm

Araştırma Makalesi

Erken Görünüm Tarihi

10 Mart 2026

Yayımlanma Tarihi

10 Mart 2026

Gönderilme Tarihi

9 Ekim 2025

Kabul Tarihi

3 Mart 2026

Yayımlandığı Sayı

Yıl 2026 Sayı: Advanced Online Publication

Kaynak Göster

APA
Erkmen, F., Kalyoncuoglu, F., & Tigdemir, M. (2026). Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations. Turkish Journal of Civil Engineering, Advanced Online Publication. https://doi.org/10.18400/tjce.1799634
AMA
1.Erkmen F, Kalyoncuoglu F, Tigdemir M. Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations. tjce. 2026;(Advanced Online Publication). doi:10.18400/tjce.1799634
Chicago
Erkmen, Fırat, Figen Kalyoncuoglu, ve Mesut Tigdemir. 2026. “Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations”. Turkish Journal of Civil Engineering, sy Advanced Online Publication. https://doi.org/10.18400/tjce.1799634.
EndNote
Erkmen F, Kalyoncuoglu F, Tigdemir M (01 Mart 2026) Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations. Turkish Journal of Civil Engineering Advanced Online Publication
IEEE
[1]F. Erkmen, F. Kalyoncuoglu, ve M. Tigdemir, “Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations”, tjce, sy Advanced Online Publication, Mar. 2026, doi: 10.18400/tjce.1799634.
ISNAD
Erkmen, Fırat - Kalyoncuoglu, Figen - Tigdemir, Mesut. “Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations”. Turkish Journal of Civil Engineering. Advanced Online Publication (01 Mart 2026). https://doi.org/10.18400/tjce.1799634.
JAMA
1.Erkmen F, Kalyoncuoglu F, Tigdemir M. Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations. tjce. 2026. doi:10.18400/tjce.1799634.
MLA
Erkmen, Fırat, vd. “Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations”. Turkish Journal of Civil Engineering, sy Advanced Online Publication, Mart 2026, doi:10.18400/tjce.1799634.
Vancouver
1.Fırat Erkmen, Figen Kalyoncuoglu, Mesut Tigdemir. Development of a Temperature-Sensitive Modulus Model for Flexible Pavements Based on Regional Climatic and Traffic Variations. tjce. 01 Mart 2026;(Advanced Online Publication). doi:10.18400/tjce.1799634