Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction Courses

It is well known that the implementation of contractor quality control/agency quality assurance (QC/QA) can support quality improvements in hot mix asphalt (HMA) pavements, both for porous European mixes (PEMs) and dense-graded friction courses (DGFCs). On the other hand, many reasons and reports hi...

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Main Authors: Filippo Giammaria Praticò, Antonino Moro, Rachele Ammendola
Format: Article
Language:English
Published: RTU Press 2009-09-01
Series:The Baltic Journal of Road and Bridge Engineering
Subjects:
Online Access:https://bjrbe-journals.rtu.lv/article/view/3814
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spelling doaj-9982b024bf5147c8aca39df5b594c4622020-11-25T03:07:53ZengRTU PressThe Baltic Journal of Road and Bridge Engineering1822-427X1822-42882009-09-01439910710.3846/1822-427X.2009.4.99-1072144Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction CoursesFilippo Giammaria Praticò0Antonino Moro1Rachele Ammendola2Dept of Computer Science, Mathematics, Electronics and Transportation, University Mediterranea, Via Graziella-Feo di Vito, Reggio Calabria, ItalyDept of Computer Science, Mathematics, Electronics and Transportation, University Mediterranea, Via Graziella-Feo di Vito, Reggio Calabria, ItalyDept of Computer Science, Mathematics, Electronics and Transportation, University Mediterranea, Via Graziella-Feo di Vito, Reggio Calabria, ItalyIt is well known that the implementation of contractor quality control/agency quality assurance (QC/QA) can support quality improvements in hot mix asphalt (HMA) pavements, both for porous European mixes (PEMs) and dense-graded friction courses (DGFCs). On the other hand, many reasons and reports highlight the importance of proper in situ air voids content, due to major influence on service properties (rate of rutting, fatigue life, structural strength, permeability, ravelling, etc.). Another relevant standpoint is that in-lab determinations of density, though often reliable and accurate, are low-speed tests. All these facts outline the potential role of field measurement of density through non-nuclear density gauges. In the light of the above facts, the main object of the paper was confined as the study of factors affecting variance and bias of non-nuclear density gauges both for PEMs and DGFCs. Bias, variance and parameters’ dependence resulted to be appreciably affected by mix typology and characteristics. In particular, when related to mix type, monovariate regressions with low-speed methods resulted able to provide a useful tool in QC/QA procedures and road asset management. Further practical applications have been outlined.https://bjrbe-journals.rtu.lv/article/view/3814quality assurancequality controlnon-nuclear density gaugeporous european mix (pem)dense-graded friction course (dgfc)
collection DOAJ
language English
format Article
sources DOAJ
author Filippo Giammaria Praticò
Antonino Moro
Rachele Ammendola
spellingShingle Filippo Giammaria Praticò
Antonino Moro
Rachele Ammendola
Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction Courses
The Baltic Journal of Road and Bridge Engineering
quality assurance
quality control
non-nuclear density gauge
porous european mix (pem)
dense-graded friction course (dgfc)
author_facet Filippo Giammaria Praticò
Antonino Moro
Rachele Ammendola
author_sort Filippo Giammaria Praticò
title Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction Courses
title_short Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction Courses
title_full Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction Courses
title_fullStr Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction Courses
title_full_unstemmed Factors Affecting Variance and Bias of Non-Nuclear Density Gauges for Porous European Mixes and Dense-Graded Friction Courses
title_sort factors affecting variance and bias of non-nuclear density gauges for porous european mixes and dense-graded friction courses
publisher RTU Press
series The Baltic Journal of Road and Bridge Engineering
issn 1822-427X
1822-4288
publishDate 2009-09-01
description It is well known that the implementation of contractor quality control/agency quality assurance (QC/QA) can support quality improvements in hot mix asphalt (HMA) pavements, both for porous European mixes (PEMs) and dense-graded friction courses (DGFCs). On the other hand, many reasons and reports highlight the importance of proper in situ air voids content, due to major influence on service properties (rate of rutting, fatigue life, structural strength, permeability, ravelling, etc.). Another relevant standpoint is that in-lab determinations of density, though often reliable and accurate, are low-speed tests. All these facts outline the potential role of field measurement of density through non-nuclear density gauges. In the light of the above facts, the main object of the paper was confined as the study of factors affecting variance and bias of non-nuclear density gauges both for PEMs and DGFCs. Bias, variance and parameters’ dependence resulted to be appreciably affected by mix typology and characteristics. In particular, when related to mix type, monovariate regressions with low-speed methods resulted able to provide a useful tool in QC/QA procedures and road asset management. Further practical applications have been outlined.
topic quality assurance
quality control
non-nuclear density gauge
porous european mix (pem)
dense-graded friction course (dgfc)
url https://bjrbe-journals.rtu.lv/article/view/3814
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