Verification and Validation of Pavement ModelsSource: Journal of Transportation Engineering, Part B: Pavements:;2024:;Volume ( 150 ):;issue: 004::page 04024044-1Author:Jaime Hernandez
,
Angeli Jayme
,
Hasan Ozer
,
Eyal Levenberg
,
Lev Khazanovich
,
Emin M. Kutay
DOI: 10.1061/JPEODX.PVENG-1517Publisher: American Society of Civil Engineers
Abstract: Model development activities are increasing in pavement research and engineering applications. At the same time, there is ambiguity and a lack of consistency with regard to checking and quantifying credibility and suitability for the intended application. Specifically, usage of the terms Verification and Validation (V&V) is seen to vary across contributions. In this context, this paper was motivated by the desire to provide a best-practice reference that underlines the significance of the V&V terms, clarifies their definition, and promotes a more unified usage. Accordingly, the objective was to offer examples that introduce the V&V jargon, demonstrate basic V&V concepts and processes, and highlight certain fine points. A total of five distinct models were introduced and discussed: (1) load-related responses in asphalt pavements, (2) load-related responses in concrete pavements, (3) crack initiation and propagation in asphalt concrete, (4) linear viscoelasticity of asphalt concrete, and (5) water flow through asphalt concrete pores. A general conclusion from this work is that successful V&V efforts are closely linked to a clear definition of the intended usage, i.e., the specific reality of interest being targeted by the model. It is also concluded that documenting V&V efforts is integral to any computational model development. Doing so communicates to potential users the region of confidence for the model alongside the expected differences with the reality of interest.
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contributor author | Jaime Hernandez | |
contributor author | Angeli Jayme | |
contributor author | Hasan Ozer | |
contributor author | Eyal Levenberg | |
contributor author | Lev Khazanovich | |
contributor author | Emin M. Kutay | |
date accessioned | 2024-12-24T09:59:55Z | |
date available | 2024-12-24T09:59:55Z | |
date copyright | 12/1/2024 12:00:00 AM | |
date issued | 2024 | |
identifier other | JPEODX.PVENG-1517.pdf | |
identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4298102 | |
description abstract | Model development activities are increasing in pavement research and engineering applications. At the same time, there is ambiguity and a lack of consistency with regard to checking and quantifying credibility and suitability for the intended application. Specifically, usage of the terms Verification and Validation (V&V) is seen to vary across contributions. In this context, this paper was motivated by the desire to provide a best-practice reference that underlines the significance of the V&V terms, clarifies their definition, and promotes a more unified usage. Accordingly, the objective was to offer examples that introduce the V&V jargon, demonstrate basic V&V concepts and processes, and highlight certain fine points. A total of five distinct models were introduced and discussed: (1) load-related responses in asphalt pavements, (2) load-related responses in concrete pavements, (3) crack initiation and propagation in asphalt concrete, (4) linear viscoelasticity of asphalt concrete, and (5) water flow through asphalt concrete pores. A general conclusion from this work is that successful V&V efforts are closely linked to a clear definition of the intended usage, i.e., the specific reality of interest being targeted by the model. It is also concluded that documenting V&V efforts is integral to any computational model development. Doing so communicates to potential users the region of confidence for the model alongside the expected differences with the reality of interest. | |
publisher | American Society of Civil Engineers | |
title | Verification and Validation of Pavement Models | |
type | Journal Article | |
journal volume | 150 | |
journal issue | 4 | |
journal title | Journal of Transportation Engineering, Part B: Pavements | |
identifier doi | 10.1061/JPEODX.PVENG-1517 | |
journal fristpage | 04024044-1 | |
journal lastpage | 04024044-19 | |
page | 19 | |
tree | Journal of Transportation Engineering, Part B: Pavements:;2024:;Volume ( 150 ):;issue: 004 | |
contenttype | Fulltext |