evolutionary intelligence in asphalt pavement

INTELLIPave - AN EVOLUTIONARY INTELLIGENCE

INTELLIPave - AN EVOLUTIONARY INTELLIGENCE

INTELLIPave - AN EVOLUTIONARY INTELLIGENCE APPROACH TO ASPHALT PAVEMENT MODELLING Reus Salini Department of Informatics r.salini (AT) gmail KEYWORDS Artificial intelligence, neural networks, asphalt pavement modeling ABSTRACT This research describes an approach to model and predict the asphalt behavior using artificial intelligence tools.

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Full-Depth Reclamation: Sustainable Asset Management ...

Full-Depth Reclamation: Sustainable Asset Management ...

Jan 14, 2021  The Evolution of Concrete Pavement. Historically, asphalt pavement thickness was designed and constructed based on traffic volume and the strength of the underlying subgrade, often resulting in asphalt thicknesses of 6 to 12 inches. In the 1970s, construction techniques evolved and asphalt pavements were designed as composite sections, which ...

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INTELLIPave - Considering Aside Failure Criteria and ...

INTELLIPave - Considering Aside Failure Criteria and ...

Evolutionary Intelligence, Concrete Pavement Modelling, Unknown Variables ABSTRACT On 2008 was published (Salini et al, 2008) the guidelines to use an artificial intelligence based approach to create high quality models to asphalt pavements, surpassing most of the well know problems

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Waste Concrete Doesn't Pollute Groundwater, UF Researchers ...

Waste Concrete Doesn't Pollute Groundwater, UF Researchers ...

Jun 04, 1998  Waste Concrete Doesn't Pollute Groundwater, UF Researchers Say. Old asphalt scraped off roads does not bleed toxins into groundwater

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ENHANCING ANALYTICAL TOOLBOXES OF PAVEMENT

ENHANCING ANALYTICAL TOOLBOXES OF PAVEMENT

Pavement management system (PMS) is a subset of transportation ... Computational intelligence methods, ... (ML) techniques, and evolutionary algorithms (EA) have been demonstrated to be promising in addressing these difficulties involved in the development of PMS analysis tools. The general goal of this dissertation is to enhance the analytical ...

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iSMaRT Lab - University of Pittsburgh

iSMaRT Lab - University of Pittsburgh

Dr. Amir H. Alavi is an Assistant Professor in the Department of Civil and Environmental Engineering and Department of Bioengineering at the University of Pittsburgh.Also, he holds an Adjunct Professor position in the Department of Computer Science and Information Engineering at Asia University, Taiwan.Dr. Alavi’s research interests include structural health monitoring, multifunctional ...

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Special Issue

Special Issue "Characterization of Innovative Concrete ...

May 31, 2021  The development of sustainable and innovative materials for asphalt pavements has received increasing attention over the past 20 years. Research directions have included, among others, the application of nanomaterials for asphalt modification (nanosilica, nanoclay, etc.), the use of renewable materials in partial replacement of asphalt (bio ...

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Publications - buildings.lbl.gov

Publications - buildings.lbl.gov

Researchers in the Building Technology Urban Systems Division (BTUS) at Lawrence Berkeley National Laboratory develop data and technologies that increase energy efficiency and i

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(PDF) Evolutionary intelligence in asphalt pavement ...

(PDF) Evolutionary intelligence in asphalt pavement ...

Evolutionary intelligence in asphalt pavement modeling and quality-of-information. April 2012; ... The analysis and development of a novel approach to asphalt pavement modeling, able to attend the ...

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» The History of Asphalt

» The History of Asphalt

The first asphalt patent was filed by Nathan B. Abbott of Brooklyn, N.Y. in 1871. Frederick J. Warren filed a patent for “Bitulithic” pavement, a mixture of bitumen and aggregate (“bitu” from “bitumen” and “lithic” from “lithos,” the Greek word for rock). The first modern asphalt facility was built in

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Curriculum Vitae - UMinho

Curriculum Vitae - UMinho

Highway Engineering; Road Management Systems; Road Pavements Design; Concrete Pavement Materials; Road Surface Characteristics; Road Safety; Urban Mobility. ... M., 2012, Evolutionary intelligence in asphalt pavement modeling and quality-of-information, Journal Progress in Artificial Intelligence, Springer, January 2012, DOI:

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José Machado Personel Web Page

José Machado Personel Web Page

intellipave - an evolutionary intelligence approach to asphalt pavement modelling, TIARAC: Telematics and Artificial Intelligence in Alternative Conflict Resolution, INTCARE - Intelligent Decision Support System for Intensive Care,

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(PDF) INTELLIPave - Considering Aside Failure Criteria And ...

(PDF) INTELLIPave - Considering Aside Failure Criteria And ...

On 2008 was published (Salini et al, 2008) the guidelines to use an artificial intelligence based approach to create high quality models to asphalt pavements, surpassing most of the well know problems and limitations of the current empiric and

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Pavement Analysis And Design Huang Solution Manual

Pavement Analysis And Design Huang Solution Manual

pavement engineering such as aging and modification of asphalt binders, performance evaluation of warm mix asphalt, and mechanical-based pavement structure analysis, etc.. Concrete binder and mixture have been widely used to construct flexible pavements. Mechanical and Chemical characterizations of asphalt materials and integration of

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Toughest Summer Job: Repairing asphalt in the heat ...

Toughest Summer Job: Repairing asphalt in the heat ...

Jul 14, 2021  According to Concrete Seal and Repair, More than 90 percent of parking areas in the U.S are surfaced with asphalt pavement. A staggering number that up until right now you probably never even thought about. Enter Tyler Hanson of Concrete Seal and Repair. The hardest aspect for me is beating the heat and for me, sealer burn.

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Evolutionary intelligence in asphalt pavement modeling and ...

Evolutionary intelligence in asphalt pavement modeling and ...

is supported by evolutionary intelligence-based techniques. Finally, we present the conclusions and the perspectives for the future work. 2 Concrete pavement modeling Modeling the service life for asphalt pavements is widely made with base on empirical methods, developed half-cen-turyago,withpoorresults.Thenewrealityofthetwenty-first

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Rigid Pavement Backcalculation Using Differential Evolution

Rigid Pavement Backcalculation Using Differential Evolution

Evolution (DE) is one suchpopular stochastic parallel direct search evolution ary ... numerical modeling schemes, computational intelligence based surrogatemapping techniques, and heuristics based global optimization strategies, and yet provides a ... asphalt pavement inverse analysis (Gopalakrishnan and Khaitan 2010), etc.

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Evolutionary intelligence in asphalt pavement modeling and ...

Evolutionary intelligence in asphalt pavement modeling and ...

Jan 13, 2012  10%  Reus, S., Abelha, A., Neves, J.: INTELLIPave—considering aside failure criteria and unknown variables in evolutionary intelligence based models for asphalt pavement. In: Proceedings of the 23rd European conference on modelling and simulation, pp. 624–629, ISBN: 978-0-9553018-8-9/ISBN: 978-0-9553018-9-6 (CD) (2009) 32

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About this site

About this site

Evolutionary intelligence in asphalt pavement modeling and quality-of-information. Download. Evolutionary intelligence in asphalt pavement modeling and quality-of-information. Paulo Novais. Related Papers. INTELLIPave: Uma Abordagem Baseada em Inteligência Artificial para a Modelagem de Pavimentos Asfálticos (Ph.D. Thesis)

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New Damage Evolution Law for Steel–Asphalt Concrete ...

New Damage Evolution Law for Steel–Asphalt Concrete ...

Epoxy asphalt (EA) concrete is widely used in constructing long-span steel bridge pavements (SBDPs). This study aims to derive a fatigue damage evolution law, conducting an experimental investigation of SBDP. First, a general theoretical form of the fatigue damage evolution law of materials is established based on the thermal motion of atoms.

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About this site

About this site

Evolutionary intelligence in asphalt pavement modeling and quality-of-information. April 2012; ... The analysis and development of a novel approach to asphalt pavement modeling, able to attend the ...

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Review on evolution and evaluation of asphalt pavement ...

Review on evolution and evaluation of asphalt pavement ...

Oct 01, 2020  Based on above illustration, the authors conducted this research with the purpose to summarize the wide-range literatures on asphalt pavements, explore the evolution of road pavements, analyze typical asphalt pavement structures, highlight current trends in research and industry, and recommend future areas of research and development.

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New machine learning-based prediction models for fracture ...

New machine learning-based prediction models for fracture ...

Reflective cracking is also a common distress in asphalt pavement surfaces, driven by stress concentrations resulting from the place- ... approaches [44]. ML is a subdivision of artificial intelligence (AI) inspired by biological learning processes. The ML algorithms can ... ing the Darwinian evolutionary theory. While the GA solutions are a ...

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About this site

About this site

The analysis and development of a novel approach to asphalt pavement modeling, able to attend the need to predict the failure according to technical and non-technical criteria in a highway, is a hard task, namely in terms of the huge amount of possible scenarios. Indeed, the current state-of-the-art for service-life prediction is at empiric and empiric–mechanistic levels, and does not ...

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Natural Selection of Concrete Mix Stiffness Predictive ...

Natural Selection of Concrete Mix Stiffness Predictive ...

The asphalt concrete mixture, or mix asphalt (HMA) is a composite material hot consisting of aggregate, sand, and filler, bound by asphalt binder. The HMA mechanical behavior is affected by individual component properties but shows very different response with respect to individual component responses. As a result, the prediction of

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THE ROAD MAP TO APPLY EVOLUTIONARY INTELLIGENCE

THE ROAD MAP TO APPLY EVOLUTIONARY INTELLIGENCE

Evolutionary Intelligence, Concrete Pavement Modelling. ABSTRACT Modelling the service life for asphalt pavements is widely made with base on empirical methods, developed half-century ago, with poor results. The new reality of the XXI century, with high construction costs, environmental restrictions and growing volumes of

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Airport Pavement Design Construction – Associated with ...

Airport Pavement Design Construction – Associated with ...

Aug 16, 2021  FAA Home Airports Engineering, Design, Construction Pavement Design Airport Pavement Design Construction Associated with Advisory Circulars 150/5320-6, 150/5335-5, 150/5370-10, 150/5380-6, and 150/5380-7. Share

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Application of Artificial Intelligence for Optimization in ...

Application of Artificial Intelligence for Optimization in ...

[6] R. Salini, J. Neves, and A. Abelha, "Intellipave - considering aside failure criteria and unknown variables in evolutionary intelligence based models for asphalt pavement," Proc. 23rd European Conference on Modellingand Simulation, pp. 624-629, June 2009.

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