Analysis And Design Of Concrete Pavement Systems Using Artificial Neural Networks

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Intelligent and Soft Computing in Infrastructure Systems Engineering

Author : Kasthurirangan Gopalakrishnan
Publisher : Springer
ISBN 13 : 3642045863
Total Pages : 330 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Intelligent and Soft Computing in Infrastructure Systems Engineering by : Kasthurirangan Gopalakrishnan

Download or read book Intelligent and Soft Computing in Infrastructure Systems Engineering written by Kasthurirangan Gopalakrishnan and published by Springer. This book was released on 2009-11-23 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: The term “soft computing” applies to variants of and combinations under the four broad categories of evolutionary computing, neural networks, fuzzy logic, and Bayesian statistics. Although each one has its separate strengths, the complem- tary nature of these techniques when used in combination (hybrid) makes them a powerful alternative for solving complex problems where conventional mat- matical methods fail. The use of intelligent and soft computing techniques in the field of geo- chanical and pavement engineering has steadily increased over the past decade owing to their ability to admit approximate reasoning, imprecision, uncertainty and partial truth. Since real-life infrastructure engineering decisions are made in ambiguous environments that require human expertise, the application of soft computing techniques has been an attractive option in pavement and geomecha- cal modeling. The objective of this carefully edited book is to highlight key recent advances made in the application of soft computing techniques in pavement and geo- chanical systems. Soft computing techniques discussed in this book include, but are not limited to: neural networks, evolutionary computing, swarm intelligence, probabilistic modeling, kernel machines, knowledge discovery and data mining, neuro-fuzzy systems and hybrid approaches. Highlighted application areas include infrastructure materials modeling, pavement analysis and design, rapid interpre- tion of nondestructive testing results, porous asphalt concrete distress modeling, model parameter identification, pavement engineering inversion problems, s- grade soils characterization, and backcalculation of pavement layer thickness and moduli.

Advances in Materials and Pavement Performance Prediction II

Author : K. Anupam
Publisher : CRC Press
ISBN 13 : 1000343480
Total Pages : 501 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Advances in Materials and Pavement Performance Prediction II by : K. Anupam

Download or read book Advances in Materials and Pavement Performance Prediction II written by K. Anupam and published by CRC Press. This book was released on 2020-12-08 with total page 501 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inspired from the legacy of the previous four 3DFEM conferences held in Delft and Athens as well as the successful 2018 AM3P conference held in Doha, the 2020 AM3P conference continues the pavement mechanics theme including pavement models, experimental methods to estimate model parameters, and their implementation in predicting pavement performance. The AM3P conference is organized by the Standing International Advisory Committee (SIAC), at the time of this publication chaired by Professors Tom Scarpas, Eyad Masad, and Amit Bhasin. Advances in Materials and Pavement Performance Prediction II includes over 111 papers presented at the 2020 AM3P Conference. The technical topics covered include: - rigid pavements - pavement geotechnics - statistical and data tools in pavement engineering - pavement structures - asphalt mixtures - asphalt binders The book will be invaluable to academics and engineers involved or interested in pavement engineering, pavement models, experimental methods to estimate model parameters, and their implementation in predicting pavement performance.

Dissertation Abstracts International

Author :
Publisher :
ISBN 13 :
Total Pages : 942 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Dissertation Abstracts International by :

Download or read book Dissertation Abstracts International written by and published by . This book was released on 2006 with total page 942 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Pavements Unbound

Author : Andrew Dawson
Publisher : CRC Press
ISBN 13 : 9781439833803
Total Pages : 388 pages
Book Rating : 4.8/5 (338 download)

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Book Synopsis Pavements Unbound by : Andrew Dawson

Download or read book Pavements Unbound written by Andrew Dawson and published by CRC Press. This book was released on 2014-09-01 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nearly all highway, airport, dock and industrial pavements contain large quantities of untreated aggregate in the form of unbound pavement layers. In many pavements, which are lightly or moderately trafficked, crushed rock or gravel derived aggregates comprise the majority of the construction or, in the case of unsealed pavements, all of the structure. This book provides studies of the performance and description of this material that will help the reader to better understand its characteristics and behaviour both alone and as part of the pavement structure it forms. This work will be useful to practitioners, policy makers, researchers and students. It forms a sequel to the earlier book "Unbound Aggregates in Road Construction" also published by Balkema

Prediction, Analysis and Design in Geomechanical Applications

Author : International Association for Computer Methods and Advances in Geomechanics
Publisher : Pàtron
ISBN 13 : 9788855528122
Total Pages : 770 pages
Book Rating : 4.5/5 (281 download)

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Book Synopsis Prediction, Analysis and Design in Geomechanical Applications by : International Association for Computer Methods and Advances in Geomechanics

Download or read book Prediction, Analysis and Design in Geomechanical Applications written by International Association for Computer Methods and Advances in Geomechanics and published by Pàtron. This book was released on 2005 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Computing and Applications

Author : Durbadal Mandal
Publisher : Springer
ISBN 13 : 8132222687
Total Pages : 613 pages
Book Rating : 4.1/5 (322 download)

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Book Synopsis Intelligent Computing and Applications by : Durbadal Mandal

Download or read book Intelligent Computing and Applications written by Durbadal Mandal and published by Springer. This book was released on 2015-02-23 with total page 613 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea of the 1st International Conference on Intelligent Computing and Applications (ICICA 2014) is to bring the Research Engineers, Scientists, Industrialists, Scholars and Students together from in and around the globe to present the on-going research activities and hence to encourage research interactions between universities and industries. The conference provides opportunities for the delegates to exchange new ideas, applications and experiences, to establish research relations and to find global partners for future collaboration. The proceedings covers latest progresses in the cutting-edge research on various research areas of Image, Language Processing, Computer Vision and Pattern Recognition, Machine Learning, Data Mining and Computational Life Sciences, Management of Data including Big Data and Analytics, Distributed and Mobile Systems including Grid and Cloud infrastructure, Information Security and Privacy, VLSI, Electronic Circuits, Power Systems, Antenna, Computational fluid dynamics & Heat transfer, Intelligent Manufacturing, Signal Processing, Intelligent Computing, Soft Computing, Bio-informatics, Bio Computing, Web Security, Privacy and E-Commerce, E-governance, Service Orient Architecture, Data Engineering, Open Systems, Optimization, Communications, Smart wireless and sensor Networks, Smart Antennae, Networking and Information security, Machine Learning, Mobile Computing and Applications, Industrial Automation and MES, Cloud Computing, Green IT, IT for Rural Engineering, Business Computing, Business Intelligence, ICT for Education for solving hard problems, and finally to create awareness about these domains to a wider audience of practitioners.

Recent Advances and Innovative Developments in Transportation Geotechnics

Author : Buddhima Indraratna
Publisher : Springer Nature
ISBN 13 : 9819782457
Total Pages : 242 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Recent Advances and Innovative Developments in Transportation Geotechnics by : Buddhima Indraratna

Download or read book Recent Advances and Innovative Developments in Transportation Geotechnics written by Buddhima Indraratna and published by Springer Nature. This book was released on with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Concrete Pavement Design, Construction, and Performance

Author : Norbert Delatte
Publisher : CRC Press
ISBN 13 : 0203961080
Total Pages : 389 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis Concrete Pavement Design, Construction, and Performance by : Norbert Delatte

Download or read book Concrete Pavement Design, Construction, and Performance written by Norbert Delatte and published by CRC Press. This book was released on 2007-09-12 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: Addressing the interactions between the different design and construction variables and techniques this book illustrates best practices for constructing economical, long life concrete pavements. The book proceeds in much the same way as a pavement construction project. First, different alternatives for concrete pavement solutions are outlined. The desired performance and behaviour parameters are identified. Next, appropriate materials are outlined and the most suitable concrete proportions determined. The design can be completed, and then the necessary construction steps for translating the design into a durable facility are carried out. Although the focus reflects highways as the most common application, special features of airport, industrial, and light duty pavements are also addressed. Use is made of modeling and performance tools such as HIPERPAV and LTPP to illustrate behavior and performance, along with some case studies. As concrete pavements are more complex than they seem, and the costs of mistakes or of over-design can be high, this is a valuable book for engineers in both the public and private sectors.

Proceedings of the 9th International Conference on Maintenance and Rehabilitation of Pavements—Mairepav9

Author : Christiane Raab
Publisher : Springer Nature
ISBN 13 : 3030486796
Total Pages : 955 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Proceedings of the 9th International Conference on Maintenance and Rehabilitation of Pavements—Mairepav9 by : Christiane Raab

Download or read book Proceedings of the 9th International Conference on Maintenance and Rehabilitation of Pavements—Mairepav9 written by Christiane Raab and published by Springer Nature. This book was released on 2020-06-19 with total page 955 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the proceedings of an international conference held at Empa (Swiss Federal Laboratories for materials Science and Technology) in Dübendorf, Switzerland, in July 2020. The conference series was established by the International Society of Maintenance and Rehabilitation of Transport Infrastructure (iSMARTi) for promoting and discussing state-of-the-art design, maintenance, rehabilitation and management of pavements. The inaugural conference was held at Mackenzie Presbyterian University in Sao Paulo, Brazil, in 2000. The series has steadily grown over the past 20 years, with installments hosted in various countries all over the world. The respective contributions share the latest insights from research and practice in the maintenance and rehabilitation of pavements, and discuss advanced materials, technologies and solutions for achieving an even more sustainable and environmentally friendly infrastructure.

Smart Systems Engineering

Author : Cihan H. Dagli
Publisher : American Society of Mechanical Engineers
ISBN 13 : 9780791802564
Total Pages : 884 pages
Book Rating : 4.8/5 (25 download)

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Book Synopsis Smart Systems Engineering by : Cihan H. Dagli

Download or read book Smart Systems Engineering written by Cihan H. Dagli and published by American Society of Mechanical Engineers. This book was released on 2006 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings Annie Conference, November 2006, St. Louis, Missouri. The newest volume in this series presents refereed papers in the following categories and their applications in the engineering domain: Neural Networks; Complex Networks; Evolutionary Programming; Data Mining; Fuzzy Logic; Adaptive Control; Pattern Recognition; Smart Engineering System Design. These papers are intended to provide a forum for researchers in the field to exchange ideas on smart engineering system design.

New Metropolitan Perspectives

Author : Francesco Calabrò
Publisher : Springer Nature
ISBN 13 : 3031068254
Total Pages : 2873 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis New Metropolitan Perspectives by : Francesco Calabrò

Download or read book New Metropolitan Perspectives written by Francesco Calabrò and published by Springer Nature. This book was released on 2022-08-24 with total page 2873 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book aims to face the challenge of post-COVID-19 dynamics toward green and digital transition, between metropolitan and return to villages’ perspectives. It presents a multi-disciplinary scientific debate on the new frontiers of strategic and spatial planning, economic programs and decision support tools, within the urban–rural areas networks and the metropolitan cities. The book focuses on six topics: inner and marginalized areas local development to re-balance territorial inequalities; knowledge and innovation ecosystem for urban regeneration and resilience; metropolitan cities and territorial dynamics; rules, governance, economy, society; green buildings, post-carbon city and ecosystem services; infrastructures and spatial information systems; cultural heritage: conservation, enhancement and management. In addition, the book hosts a Special Section: Rhegion United Nations 2020-2030. The book will benefit all researchers, practitioners and policymakers interested in the issues applied to metropolitan cities and marginal areas.

Compendium of Student Papers

Author :
Publisher :
ISBN 13 :
Total Pages : 186 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Compendium of Student Papers by :

Download or read book Compendium of Student Papers written by and published by . This book was released on 2006 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bearing Capacity of Roads, Railways and Airfields

Author : Andreas Loizos
Publisher : CRC Press
ISBN 13 : 1351585797
Total Pages : 364 pages
Book Rating : 4.3/5 (515 download)

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Book Synopsis Bearing Capacity of Roads, Railways and Airfields by : Andreas Loizos

Download or read book Bearing Capacity of Roads, Railways and Airfields written by Andreas Loizos and published by CRC Press. This book was released on 2017-07-20 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bearing Capacity of Roads, Railways and Airfields includes the contributions to the 10th International Conference on the Bearing Capacity of Roads, Railways and Airfields (BCRRA 2017, 28-30 June 2017, Athens, Greece). The papers cover aspects related to materials, laboratory testing, design, construction, maintenance and management systems of transport infrastructure, and focus on roads, railways and airfields. Additional aspects that concern new materials and characterization, alternative rehabilitation techniques, technological advances as well as pavement and railway track substructure sustainability are included. The contributions discuss new concepts and innovative solutions, and are concentrated but not limited on the following topics: · Unbound aggregate materials and soil properties · Bound materials characteritics, mechanical properties and testing · Effect of traffic loading · In-situ measurements techniques and monitoring · Structural evaluation · Pavement serviceability condition · Rehabilitation and maintenance issues · Geophysical assessment · Stabilization and reinforcement · Performance modeling · Environmental challenges · Life cycle assessment and sustainability Bearing Capacity of Roads, Railways and Airfields is essential reading for academics and professionals involved or interested in transport infrastructure systems, in particular roads, railways and airfields.

Transportation Research Record

Author :
Publisher :
ISBN 13 :
Total Pages : 606 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Transportation Research Record by :

Download or read book Transportation Research Record written by and published by . This book was released on 1998 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Artificial Neural Networks for Civil Engineers

Author : Ian Flood
Publisher : ASCE Publications
ISBN 13 : 9780784474464
Total Pages : 300 pages
Book Rating : 4.4/5 (744 download)

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Book Synopsis Artificial Neural Networks for Civil Engineers by : Ian Flood

Download or read book Artificial Neural Networks for Civil Engineers written by Ian Flood and published by ASCE Publications. This book was released on 1998-01-01 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sponsored by the Committee on Expert Systems and Artificial Intelligence of the Technical Council on Computer Practices of ASCE. This report illustrates advanced methods and new developments in the application of artificial neural networks to solve problems in civil engineering.Ø Topics include: Øevaluating new construction technologies; Øusing multi-layeredØartificial neural networkØarchitecture to overcome problems with conventional traffic signal control systems; Øincreasing the computational efficiency of an optimization model; Øpredicting carbonation depth in concrete structures; Ødetecting defects in concrete piles; Øanalyzing pavement systems; Øusing neural network hybrids to select the most appropriate bidders for a construction project; and Øpredicting the Energy Performance Index of residential buildings. ØMany of the ideas and techniques discussed in this book cross across disciplinary boundaries and, therefore, should be of interest to all civil engineers.

Construction Scheduling, Cost Optimization and Management

Author : Hojjat Adeli
Publisher : CRC Press
ISBN 13 : 0203302230
Total Pages : 178 pages
Book Rating : 4.2/5 (33 download)

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Book Synopsis Construction Scheduling, Cost Optimization and Management by : Hojjat Adeli

Download or read book Construction Scheduling, Cost Optimization and Management written by Hojjat Adeli and published by CRC Press. This book was released on 2003-09-02 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: Construction Scheduling, Cost Optimization and Management presents a general mathematical formula for the scheduling of construction projects. Using this formula, repetitive and non-repetitive tasks, work continuity considerations, multiple-crew strategies, and the effects of varying job conditions on the performance of a crew can be modelled.L This book presents an entirely new approach to the construction scheduling problem. It provides a practical methodology which will be of great benefit to all those involved in construction scheduling and cost optimization, including construction engineers, highway engineers, transportation engineers, contractors and architects. It will also be useful for researchers, and graduates on courses in construction scheduling and planning.

AASHTO Guide for Design of Pavement Structures, 1993

Author : American Association of State Highway and Transportation Officials
Publisher : AASHTO
ISBN 13 : 1560510552
Total Pages : 622 pages
Book Rating : 4.5/5 (65 download)

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Book Synopsis AASHTO Guide for Design of Pavement Structures, 1993 by : American Association of State Highway and Transportation Officials

Download or read book AASHTO Guide for Design of Pavement Structures, 1993 written by American Association of State Highway and Transportation Officials and published by AASHTO. This book was released on 1993 with total page 622 pages. Available in PDF, EPUB and Kindle. Book excerpt: Design related project level pavement management - Economic evaluation of alternative pavement design strategies - Reliability / - Pavement design procedures for new construction or reconstruction : Design requirements - Highway pavement structural design - Low-volume road design / - Pavement design procedures for rehabilitation of existing pavements : Rehabilitation concepts - Guides for field data collection - Rehabilitation methods other than overlay - Rehabilitation methods with overlays / - Mechanistic-empirical design procedures.