Vehicle Dynamic Safety in Measured Rough Pavement

Dynamic vehicle behavior is used to identify safe traffic speed limits. The proposed methodology is based on the vehicle vertical wheel contact force response excited by measured pavement irregularities on the frequency domain. A quarter-car model is used to identify vehicle dynamic behavior. The vertical elevation of an unpaved road surface has been measured. The roughness spectral density is quantified as ISO Level C. Calculations for the vehicle inertance function were derived by using the vertical contact force transfer function weighed by the pavement spectral density roughness function in the frequency domain. The statistical contact load variation is obtained from the vehicle inertance density function integration. The vehicle safety behavior concept is based on its handling ability properties. The ability to generate tangential forces on the wheel/road contact interface is the key to vehicle handling. This ability is related to tire/pavement contact forces. A contribution to establish a traffic safety speed limit is obtained from the likelihood of the loss of driveability. The results show that at speeds faster than 25 km/h the likelihood of tire contact loss is possible when traveling on the measured road type. DOI: 10.1061/(ASCE)TE.19435436.0000216. (C) 2011 American Society of Civil Engineers.

Evaluation of Characterization and Performance Modeling of Cementitiously Stabilized Layers in the Mechanistic-Empirical Pavement Design Guide

Cementitious stabilization of aggregates and soils is an effective technique to increase the stiffness of base and subbase layers. Furthermore, cementitious bases can improve the fatigue behavior of asphalt surface layers and subgrade rutting over the short and long term. However, it can lead to additional distresses such as shrinkage and fatigue in the stabilized layers. Extensive research has tested these materials experimentally and characterized them; however, very little of this research attempts to correlate the mechanical properties of the stabilized layers with their performance. The Mechanistic Empirical Pavement Design Guide (MEPDG) provides a promising theoretical framework for the modeling of pavements containing cementitiously stabilized materials (CSMs). However, significant improvements are needed to bring the modeling of semirigid pavements in MEPDG to the same level as that of flexible and rigid pavements. Furthermore, the MEPDG does not model CSMs in a manner similar to those for hot-mix asphalt or portland cement concrete materials. As a result, performance gains from stabilized layers are difficult to assess using the MEPDG. The current characterization of CSMs was evaluated and issues with CSM modeling and characterization in the MEPDG were discussed. Addressing these issues will help designers quantify the benefits of stabilization for pavement service life.

Application of neural networks for pavement evaluation

As vias de comunicação são indispensáveis para o desenvolvimento de uma nação, económica e socialmente. Num mundo globalizado, onde tudo deve chegar ao seu destino no menor espaço de tempo, as vias de comunicação assumem um papel vital. Assim, torna-se essencial construir e manter uma rede de transportes eficiente. Apesar de não ser o método mais eficiente, o transporte rodoviário é muitas vezes o mais económico e possibilita o transporte porta-a-porta, sendo em muitos casos o único meio de transporte possível. Por estas razões, o modo rodoviário tem uma quota significativa no mercado dos transportes, seja de passageiros ou mercadorias, tornando-o extremamente importante na rede de transportes de um país. Os países europeus fizeram um grande investimento na criação de extensas redes de estradas, cobrindo quase todo o seu território. Neste momento, começa-se a atingir o ponto onde a principal preocu+ação das entidades gestoras de estradas deixa de ser a construção de novas vias, passando a focar-se na necessidade de manutenção e conservação das vias existentes. Os pavimentos rodoviários, como todas as outras construções, requerem manutenção de forma a garantir bons níveis de serviço com qualidade, conforto e segurança. Devido aos custos inerentes às operações de manutenção de pavimentos, estas devem rigorosamente e com base em critérios científicos bem definidos. Assim, pretende-se evitar intervenções desnecessárias, mas também impedir que os danos se tornem irreparáveis e economicamente prejudiciais, com repercussões na segurança dos utilizadores. Para se estimar a vida útil de um pavimento é essencial realizar primeiro a caracterização estrutural do mesmo. Para isso, torna-se necessário conhecer o tipo de estrutura de um pavimento, nomeadamente a espessura e o módulo de elasticidade constituintes. A utilização de métodos de ensaio não destrutivos é cada vez mais reconhecida como uma forma eficaz para obter informações sobre o comportamento estrutural de pavimentos. Para efectuar estes ensaios, existem vários equipamentos. No entanto, dois deles, o Deflectómetro de Impacto e o Radar de Prospecção, têm demonstrado ser particularmente eficientes para avaliação da capacidade de carga de um pavimento, sendo estes equipamentos utilizados no âmbito deste estudo. Assim, para realização de ensaios de carga em pavimentos, o equipamento Deflectómetro de Impacto tem sido utilizado com sucesso para medir as deflexões à superfície de um pavimento em pontos pré-determinados quando sujeito a uma carga normalizada de forma a simular o efeito da passagem da roda de um camião. Complementarmente, para a obtenção de informações contínuas sobre a estrutura de um pavimento, o equipamento Radar de Prospecção permite conhecer o número de camadas e as suas espessuras através da utilização de ondas electromagnéticas. Os dados proporcionam, quando usados em conjunto com a realização de sondagens à rotação e poços em alguns locais, permitem uma caracterização mais precisa da condição estrutural de um pavimento e o estabelecimento de modelos de resposta, no caso de pavimentos existentes. Por outro lado, o processamento dos dados obtidos durante os ensaios “in situ” revela-se uma tarefa morosa e complexa. Actualmente, utilizando as espessuras das camadas do pavimento, os módulos de elasticidade das camadas são calculados através da “retro-análise” da bacia de deflexões medida nos ensaios de carga. Este método é iterativo, sendo que um engenheiro experiente testa várias estruturas diferentes de pavimento, até se obter uma estrutura cuja resposta seja o mais próximo possível da obtida durante os ensaios “in Situ”. Esta tarefa revela-se muito dependente da experiência do engenheiro, uma vez que as estruturas de pavimento a serem testadas maioritariamente do seu raciocínio. Outra desvantagem deste método é o facto de apresentar soluções múltiplas, dado que diferentes estruturas podem apresentar modelos de resposta iguais. A solução aceite é, muitas vezes, a que se julga mais provável, baseando-se novamente no raciocínio e experiência do engenheiro. A solução para o problema da enorme quantidade de dados a processar e das múltiplas soluções possíveis poderá ser a utilização de Redes Neuronais Artificiais (RNA) para auxiliar esta tarefa. As redes neuronais são elementos computacionais virtuais, cujo funcionamento é inspirado na forma como os sistemas nervosos biológicos, como o cérebro, processam a informação. Estes elementos são compostos por uma série de camadas, que por sua vez são compostas por neurónios. Durante a transmissão da informação entre neurónios, esta é modificada pela aplicação de um coeficiente, denominado “peso”. As redes neuronais apresentam uma habilidade muito útil, uma vez que são capazes de mapear uma função sem conhecer a sua fórmula matemática. Esta habilidade é utilizada em vários campos científicos como o reconhecimento de padrões, classificação ou compactação de dados. De forma a possibilitar o uso desta característica, a rede deverá ser devidamente “treinada” antes, processo realizado através da introdução de dois conjuntos de dados: os valores de entrada e os valores de saída pretendidos. Através de um processo cíclico de propagação da informação através das ligações entre neurónios, as redes ajustam-se gradualmente, apresentando melhores resultados. Apesar de existirem vários tipos de redes, as que aparentam ser as mais aptas para esta tarefa são as redes de retro-propagação. Estas possuem uma característica importante, nomeadamente o treino denominado “treino supervisionado”. Devido a este método de treino, as redes funcionam dentro da gama de variação dos dados fornecidos para o “treino” e, consequentemente, os resultados calculados também se encontram dentro da mesma gama, impedindo o aparecimento de soluções matemáticas com impossibilidade prática. De forma a tornar esta tarefa ainda mais simples, foi desenvolvido um programa de computador, NNPav, utilizando as RNA como parte integrante do seu processo de cálculo. O objectivo é tornar o processo de “retro-análise” totalmente automático e prevenir erros induzidos pela falta de experiência do utilizador. De forma a expandir ainda mais as funcionalidades do programa, foi implementado um processo de cálculo que realiza uma estimativa da capacidade de carga e da vida útil restante do pavimento, recorrendo a dois critérios de ruína. Estes critérios são normalmente utilizados no dimensionamento de pavimentos, de forma a prevenir o fendilhamento por fadiga e as deformações permanentes. Desta forma, o programa criado permite a estimativa da vida útil restante de um pavimento de forma eficiente, directamente a partir das deflexões e espessuras das camadas, medidas nos ensaios “in situ”. Todos os passos da caracterização estrutural do pavimento são efectuados pelo NNPav, seja recorrendo à utilização de redes neuronais ou a processos de cálculo matemático, incluindo a correcção do módulo de elasticidade da camada de misturas betuminosas para a temperatura de projecto e considerando as características de tráfego e taxas de crescimento do mesmo. Os testes efectuados às redes neuronais revelaram que foram alcançados resultados satisfatórios. Os níveis de erros na utilização de redes neuronais são semelhantes aos obtidos usando modelos de camadas linear-elásticas, excepto para o cálculo da vida útil com base num dos critérios, onde os erros obtidos foram mais altos. No entanto, este processo revela-se bastante mais rápido e possibilita o processamento dos dados por pessoal com menos experiência. Ao mesmo tempo, foi assegurado que nos ficheiros de resultados é possível analisar todos os dados calculados pelo programa, em várias fases de processamento de forma a permitir a análise detalhada dos mesmos. A possibilidade de estimar a capacidade de carga e a vida útil restante de um pavimento, contempladas no programa desenvolvido, representam também ferramentas importantes. Basicamente, o NNPav permite uma análise estrutural completa de um pavimento, estimando a sua vida útil com base nos ensaios de campo realizados pelo Deflectómetro de Impacto e pelo Radar de Prospecção, num único passo. Complementarmente, foi ainda desenvolvido e implementado no NNPav um módulo destinado ao dimensionamento de pavimentos novos. Este módulo permite que, dado um conjunto de estruturas de pavimento possíveis, seja estimada a capacidade de carga e a vida útil daquele pavimento. Este facto permite a análise de uma grande quantidade de estruturas de pavimento, e a fácil comparação dos resultados no ficheiro exportado. Apesar dos resultados obtidos neste trabalho serem bastante satisfatórios, os desenvolvimentos futuros na aplicação de Redes Neuronais na avaliação de pavimentos são ainda mais promissores. Uma vez que este trabalho foi limitado a uma moldura temporal inerente a um trabalho académico, a possibilidade de melhorar ainda mais a resposta das RNA fica em aberto. Apesar dos vários testes realizados às redes, de forma a obter as arquitecturas que apresentassem melhores resultados, as arquitecturas possíveis são virtualmente ilimitadas e pode ser uma área a aprofundar. As funcionalidades implementadas no programa foram as possíveis, dentro da moldura temporal referida, mas existem muitas funcionalidades a serem adicinadas ou expandidas, aumentando a funcionalidade do programa e a sua produtividade. Uma vez que esta é uma ferramenta que pode ser aplicada ao nível de gestão de redes rodoviárias, seria necessário estudar e desenvolver redes similares de forma a avaliar outros tipos de estruturas de pavimentos. Como conclusão final, apesar dos vários aspectos que podem, e devem ser melhorados, o programa desenvolvido provou ser uma ferramenta bastante útil e eficiente na avaliação estrutural de pavimentos com base em métodos de ensaio não destrutivos.

Rigid pavements distresses - pavement condition index evaluation

Pavements require maintenance in order to provide good service levels during their life period. Because of the significant costs of this operation and the importance of a proper planning, a pavement evaluation methodology, named Pavement Condition Index (PCI), was created by the U.S. Army Corps of Engineers. This methodology allows for the evaluation of the pavement condition along the life period, generally yearly, with minimum costs and, in this way, it is possible to plan the maintenance action and to adopt adequate measures, minimising the rehabilitation costs. The PCI methodology provides an evaluation based on visual inspection, namely on the distresses observed on the pavement. This condition index of the pavement is classified from 0 to 100, where 0 it is the worst possible condition and 100 the best possible condition. This methodology of pavement assessment represents a significant tool for management methods such as airport pavement management system (APMS) and life-cycle costs analysis (LCCA). Nevertheless, it has some limitations which can jeopardize the correct evaluation of the pavement behavior. Therefore the objective of this dissertation is to help reducing its limitations and make it easier and faster to use. Thus, an automated process of PCI calculation was developed, avoiding the abaci consultation, and consequently, minimizing the human error. To facilitate also the visual inspection a Tablet application was developed to replace the common inspection data sheet and thus making the survey easier to be undertaken. Following, an airport pavement condition was study accordingly with the methodology described at Standard Test Method for Airport Pavement Condition Index Surveys D5340, 2011 where its original condition level is compared with the condition level after iterate possible erroneous considered distresses as well as possible rehabilitations. Afterwards, the results obtained were analyzed and the main conclusions presented together with some future developments.

Assessment of the mechanical performance of recycled unbound materials for pavement subbase layers

The cyclic load triaxial test is a laboratory test that allows studying the mechanical behaviour of unbound granular materials used in base/subbase layers of road pavements. The resilient modulus and permanent strains are required as inputs in structural pavement design. This paper presents some results obtained for recycled materials (crushed concrete aggregate and blended crushed waste aggregate), with a view to promoting their use in pavement structures. Results relating to a reference material (limestone) are also presented, for comparison. All the test results discussed in this paper were obtained in variable cyclic radial pressure (VCP) tests. The tests performed (VCP) aim to study the influence of water content on the resilient modulus of recycled materials, as well as on the resistance to permanent deformation. Using the experimental data as a basis, further modelling work was carried out to establish the stresses developing in base/capping layers in typical Belgian road pavements. These numerical results allow to propose some simplifications of the stress paths applied in the testing procedures and to establish a new test protocol that also considers compaction during construction works. The results of this research work provide an excellent set of findings for the mechanical characterization of unbound base materials through the cyclic triaxial test, and contribute to a better understanding and correct application of recycled materials under geotechnical engineering background

Determine Initial Cause for Current Premature Portland Cement Concrete Pavement Deterioration Final Report, 2000

A detailed investigation has been conducted on core samples taken from 17 portland cement concrete pavements located in Iowa. The goal of the investigation was to help to clarify the root cause of the premature deterioration problem that has become evident since the early 1990s. Laboratory experiments were also conducted to evaluate how cement composition, mixing time, and admixtures could have influenced the occurrence of premature deterioration. The cements used in this study were selected in an attempt to cover the main compositional parameters pertinent to the construction industry in Iowa. The hardened air content determinations conducted during this study indicated that the pavements that exhibited premature deterioration often contained poor to marginal entrained-air void systems. In addition, petrographic studies indicated that sometimes the entrained-air void system had been marginal after mixing and placement of the pavement slab, while in other instances a marginal to adequate entrained-air void system had been filled with ettringite. The filling was most probably accelerated because of shrinkage cracking at the surface of the concrete pavements. The results of this study suggest that the durability—more sciecifically, the frost resistance—of the concrete pavements should be less than anticipated during the design stage of the pavements. Construction practices played a significant role in the premature deterioration problem. The pavements that exhibited premature distress also exhibited features that suggested poor mixing and poor control of aggregate grading. Segregation was very common in the cores extracted from the pavements that exhibited premature distress. This suggests that the vibrators on the paver were used to overcome a workability problem. Entrained-air voids formed in concrete mixtures experiencing these types of problems normally tend to be extremely coarse, and hence they can easily be lost during the paving process. This tends to leave the pavement with a low air content and a poor distribution of air voids. All of these features were consistent with a premature stiffening problem that drastically influenced the ability of the contractor to place the concrete mixture. Laboratory studies conducted during this project indicated that most premature stiffening problems can be directly attributed to the portland cement used on the project. The admixtures (class C fly ash and water reducer) tended to have only a minor influence on the premature stiffening problem when they were used at the dosage rates described in this study.

Development of a Method to Determine Pavement Damage Due to Detours, Project 02-105, Apirl 2005

The research presented in this report provides the basis for the development of a new procedure to be used by the Iowa DOT and cities and counties in the state to deal with detours. Even though the project initially focused on investigating new tools to determine condition and compensation, the focus was shifted to traffic and the gas tax method to set the basis for the new procedure. It was concluded that the condition-based approach, even though accurate and consistent condition evaluations can be achieved, is not feasible or cost effective because of the current practices of data collection (two-year cycle) and also the logistics of the procedure (before and after determination). The gas tax method provides for a simple, easy to implement, and consistent approach to dealing with compensation for use of detours. It removes the subjectivity out of the current procedures and provides for a more realistic (traffic based) approach to the compensation determination.

Measuring Pavement Profile at the Slip-Form Paver, May 2005

Pavement profile or smoothness has been identified nationally as a good measure of highway user satisfaction. This has led highway engineers to measure profiles of both operating and new highways. Operational highway profiles are often measured with high-speed inertial profilers. New highway profiles are usually measured with profilographs in order to establish incentives or disincentives for pavement construction. In most cases, these two processes do not measure the same value from the “cradle to grave” life of pavements. In an attempt to correct the inconsistency between measuring techniques, lightweight profilers intended to produce values to be used for construction acceptance are being made that measure the same profile as high-speed inertial profilers. Currently, two profiler systems have been identified that can measure pavement profile during construction. This research has produced a field evaluation of the two systems. The profilers evaluated in this study are able to detect roughness in the final profile, including localized roughness and roughness at joints. Dowel basket ripple is a significant source of pavement surface roughness. The profilers evaluated in this study are able to detect dowel basket ripple with enough clarity to warn the paving crew. String-line disturbances degrade smoothness. The profilers evaluated in this study are able to detect some string-line disturbances during paving operations. The profilers evaluated in this study are not currently able to produce the same absolute International Roughness Index (IRI) values on the plastic concrete that can be measured by inertial profilers on the hardened concrete. Construction application guidelines are provided.

Investigation into Improved Pavement Curing Materials and Techniques: Part 2 - Phase III, March 2003

Appropriate curing is important for concrete to obtain the designed properties. This research was conducted to evaluate the curing effects of different curing materials and methods on pavement properties. At present the sprayed curing compound is a common used method for pavement and other concrete structure construction. Three curing compounds were selected for testing. Two different application rates were employed for the white-pigmented liquid curing compounds. The concrete properties of temperature, moisture content, conductivity, and permeability were examined at several test locations. It was found, in this project, that the concrete properties varied with the depth. Of the tests conducted (maturity, sorptivity, permeability, and conductivity), conductivity appears to be the best method to evaluate the curing effects in the field and bears potential for field application. The results indicated that currently approved curing materials in Iowa, when spread uniformly in a single or double application, provide adequate curing protection and meet the goals of the Iowa Department of Transportation. Experimental curing methods can be compared to this method through the use of conductivity testing to determine their application in the field.

Investgiation into Improved Pavement Curing Materials and Techniques: Part 1 - Phases I and II, April 2002

Concrete curing is closely related to cement hydration, microstructure development, and concrete performance. Application of a liquid membrane-forming curing compound is among the most widely used curing methods for concrete pavements and bridge decks. Curing compounds are economical, easy to apply, and maintenance free. However, limited research has been done to investigate the effectiveness of different curing compounds and their application technologies. No reliable standard testing method is available to evaluate the effectiveness of curing, especially of the field concrete curing. The present research investigates the effects of curing compound materials and application technologies on concrete properties, especially on the properties of surface concrete. This report presents a literature review of curing technology, with an emphasis on curing compounds, and the experimental results from the first part of this research—lab investigation. In the lab investigation, three curing compounds were selected and applied to mortar specimens at three different times after casting. Two application methods, single- and double-layer applications, were employed. Moisture content, conductivity, sorptivity, and degree of hydration were measured at different depths of the specimens. Flexural and compressive strength of the specimens were also tested. Statistical analysis was conducted to examine the relationships between these material properties. The research results indicate that application of a curing compound significantly increased moisture content and degree of cement hydration and reduced sorptivity of the near-surface-area concrete. For given concrete materials and mix proportions, optimal application time of curing compounds depended primarily upon the weather condition. If a sufficient amount of a high-efficiency-index curing compound was uniformly applied, no double-layer application was necessary. Among all test methods applied, the sorptivity test is the most sensitive one to provide good indication for the subtle changes in microstructure of the near-surface-area concrete caused by different curing materials and application methods. Sorptivity measurement has a close relation with moisture content and degree of hydration. The research results have established a baseline for and provided insight into the further development of testing procedures for evaluation of curing compounds in field. Recommendations are provided for further field study.

Concrete Pavement Joint Sawing, Cleaning, and Sealing, November 2004

Proper storage practices are critical to protect materials from intermingling, contamination, or degradation, and to maintain consistent aggregate gradation throughout a project. Concrete Paving Workforce Reference no.3

Implementing the Mechanistic-Empirical Pavement Design Guide: Technical Report, May 2005

With the release of the new Mechanistic-Empirical Pavement Design Guide (MEPDG), pavement design has taken a “quantum” leap forward. The current 1993 design guide is solidly based on the empirical interpretation of the results of the 1960 American Association of State Highway and Transportation Officials (AASHTO) Road Test. This report seeks to outline the technical aspects of the new MEPDG. Full detail is essentially impossible and impractical, since the release of the MEPDG was accompanied by eighteen volumes of technical justification and background. Consequently, this report seeks only to provide a potential user with a practical understanding of the workings of the new guide, with only sufficient technical depth to aid in understanding.

Long-term Plan for Concrete Pavement Research and Technology: The CP Road Map, November 2004, Volume 1 of 2

An Iowa State University–led team facilitated development of the CP Road Map. They developed a database of existing research. They gathered input, face to face, from the highway community. They identified gaps in research that became the basis for problem statements, which they organized into a cohesive, strategic research plan.

Long-term Plan for Concrete Pavement Research and Technology: The CP Road Map, November 2004, Volume 2 of 2

An Iowa State University–led team facilitated development of the CP Road Map. They developed a database of existing research. They gathered input, face to face, from the highway community. They identified gaps in research that became the basis for problem statements, which they organized into a cohesive, strategic research plan.

Long-term Plan for Concrete Pavement Research and Technology: The CP Road Map, November 2004

An Iowa State University–led team facilitated development of the CP Road Map. They developed a database of existing research. They gathered input, face to face, from the highway community. They identified gaps in research that became the basis for problem statements, which they organized into a cohesive, strategic research plan.