Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test

The stiffness modulus is a critical element in pavement engineering, as its accurate measurement directly reflects the load-bearing capacity of the pavement section. Many researchers utilize indirect tensile tests in laboratory studies to determine this modulus. The pavement's performance, as w...

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Main Authors: Hicham Mezouara, Houcine Zniker, Ikram Feddal, Mohammed Khalil El Kouifat, Mohamed El Hasnaoui
Format: Article
Language:English
Published: University of Zielona Góra 2025-06-01
Series:International Journal of Applied Mechanics and Engineering
Subjects:
Online Access:https://www.ijame-poland.com/Sensitivity-analysis-and-uncertainty-quantification-of-stiffness-modulus-using-indirect,203165,0,2.html
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author Hicham Mezouara
Houcine Zniker
Ikram Feddal
Mohammed Khalil El Kouifat
Mohamed El Hasnaoui
author_facet Hicham Mezouara
Houcine Zniker
Ikram Feddal
Mohammed Khalil El Kouifat
Mohamed El Hasnaoui
author_sort Hicham Mezouara
collection DOAJ
description The stiffness modulus is a critical element in pavement engineering, as its accurate measurement directly reflects the load-bearing capacity of the pavement section. Many researchers utilize indirect tensile tests in laboratory studies to determine this modulus. The pavement's performance, as well as other properties of the pavement layers, can be directly influenced by this modulus. It also provides insights into the resistance of the asphalt mix to permanent deformation due to repeated loads, a common issue in flexible pavements. The stiffness modulus holds a significant role in pavement and pavement materials-related works and designs. This research aims to address uncertainties in stiffness modulus measurements of asphalt mixtures, which can lead to unreliable results and poor decisions in pavement construction. The paper presents theoretical and experimental findings on the uncertainty and sensitivity analysis in identifying influential parameters in stiffness modulus measurement. Key factors such as experimental setup, interface roughness, sample shape, and plate-sample contact were evaluated for their impact on measurement uncertainty. The study found that test repeatability is the primary contributor to measurement error, accounting for approximately 79.72%, followed by thickness measurement, contributing around 19.75%.
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institution DOAJ
issn 1734-4492
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language English
publishDate 2025-06-01
publisher University of Zielona Góra
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series International Journal of Applied Mechanics and Engineering
spelling doaj-art-427d514f15c24af783f2bcdca542a22b2025-08-20T02:39:35ZengUniversity of Zielona GóraInternational Journal of Applied Mechanics and Engineering1734-44922353-90032025-06-0130210512310.59441/ijame/203165203165Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile testHicham Mezouara0https://orcid.org/0000-0001-8184-5301Houcine Zniker1Ikram Feddal2Mohammed Khalil El Kouifat3Mohamed El Hasnaoui4Laboratory of Material Physics and Subatomic, Faculty of Sciences, Ibn Tofaîl UniversityLaboratory of Material Physics and Subatomic, Faculty of Sciences, Ibn Tofaîl UniversityLaboratory Optics, Materials and Systems Team,, FS, Abdelmalk Essaadi University,, MoroccoMechanics, The national higher school of mining of Rabat (ENSMR)Laboratory of Material Physics and Subatomic, Faculty of Sciences, Ibn Tofaîl UniversityThe stiffness modulus is a critical element in pavement engineering, as its accurate measurement directly reflects the load-bearing capacity of the pavement section. Many researchers utilize indirect tensile tests in laboratory studies to determine this modulus. The pavement's performance, as well as other properties of the pavement layers, can be directly influenced by this modulus. It also provides insights into the resistance of the asphalt mix to permanent deformation due to repeated loads, a common issue in flexible pavements. The stiffness modulus holds a significant role in pavement and pavement materials-related works and designs. This research aims to address uncertainties in stiffness modulus measurements of asphalt mixtures, which can lead to unreliable results and poor decisions in pavement construction. The paper presents theoretical and experimental findings on the uncertainty and sensitivity analysis in identifying influential parameters in stiffness modulus measurement. Key factors such as experimental setup, interface roughness, sample shape, and plate-sample contact were evaluated for their impact on measurement uncertainty. The study found that test repeatability is the primary contributor to measurement error, accounting for approximately 79.72%, followed by thickness measurement, contributing around 19.75%.https://www.ijame-poland.com/Sensitivity-analysis-and-uncertainty-quantification-of-stiffness-modulus-using-indirect,203165,0,2.htmlstiffness modulusindirect tensile testinguncertainty quantificationsensitivity analysisasphalt mixtures
spellingShingle Hicham Mezouara
Houcine Zniker
Ikram Feddal
Mohammed Khalil El Kouifat
Mohamed El Hasnaoui
Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test
International Journal of Applied Mechanics and Engineering
stiffness modulus
indirect tensile testing
uncertainty quantification
sensitivity analysis
asphalt mixtures
title Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test
title_full Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test
title_fullStr Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test
title_full_unstemmed Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test
title_short Sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test
title_sort sensitivity analysis and uncertainty quantification of stiffness modulus using indirect tensile test
topic stiffness modulus
indirect tensile testing
uncertainty quantification
sensitivity analysis
asphalt mixtures
url https://www.ijame-poland.com/Sensitivity-analysis-and-uncertainty-quantification-of-stiffness-modulus-using-indirect,203165,0,2.html
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AT ikramfeddal sensitivityanalysisanduncertaintyquantificationofstiffnessmodulususingindirecttensiletest
AT mohammedkhalilelkouifat sensitivityanalysisanduncertaintyquantificationofstiffnessmodulususingindirecttensiletest
AT mohamedelhasnaoui sensitivityanalysisanduncertaintyquantificationofstiffnessmodulususingindirecttensiletest