Road Traffic Modeling And Management

Author : Fouzi Harrou,Abdelhafid Zeroual,Mohamad Mazen Hittawe,Ying Sun
Publisher : Elsevier
Page : 270 pages
File Size : 46,6 Mb
Release : 2021-10-05
Category : Transportation
ISBN : 9780128234334

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Road Traffic Modeling and Management by Fouzi Harrou,Abdelhafid Zeroual,Mohamad Mazen Hittawe,Ying Sun Pdf

Road Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning provides a framework for understanding and enhancing road traffic monitoring and management. The book examines commonly used traffic analysis methodologies as well the emerging methods that use deep learning methods. Other sections discuss how to understand statistical models and machine learning algorithms and how to apply them to traffic modeling, estimation, forecasting and traffic congestion monitoring. Providing both a theoretical framework along with practical technical solutions, this book is ideal for researchers and practitioners who want to improve the performance of intelligent transportation systems. Provides integrated, up-to-date and complete coverage of the key components for intelligent transportation systems: traffic modeling, forecasting, estimation and monitoring Uses methods based on video and time series data for traffic modeling and forecasting Includes case studies, key processes guidance and comparisons of different methodologies

Author : Jaume Barceló
Publisher : Springer Science & Business Media
Page : 450 pages
File Size : 55,6 Mb
Release : 2011-01-06
Category : Business & Economics
ISBN : 9781441961426

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Fundamentals of Traffic Simulation by Jaume Barceló Pdf

The increasing power of computer technologies, the evolution of software en- neering and the advent of the intelligent transport systems has prompted traf c simulation to become one of the most used approaches for traf c analysis in s- port of the design and evaluation of traf c systems. The ability of traf c simulation to emulate the time variability of traf c phenomena makes it a unique tool for capturing the complexity of traf c systems. In recent years, traf c simulation – and namely microscopic traf c simulation – has moved from the academic to the professional world. A wide variety of traf- c simulation software is currently available on the market and it is utilized by thousands of users, consultants, researchers and public agencies. Microscopic traf c simulation based on the emulation of traf c ows from the dynamics of individual vehicles is becoming one the most attractive approaches. However, traf c simulation still lacks a uni ed treatment. Dozens of papers on theory and applications are published in scienti c journals every year. A search of simulation-related papers and workshops through the proceedings of the last annual TRB meetings would support this assertion, as would a review of the minutes from speci cally dedicated meetings such as the International Symposiums on Traf c Simulation (Yokohama, 2002; Lausanne, 2006; Brisbane, 2008) or the International Workshops on Traf c Modeling and Simulation (Tucson, 2001; Barcelona, 2003; Sedona, 2005; Graz 2008). Yet, the only comprehensive treatment of the subject to be found so far is in the user’s manuals of various software products.

Author : Simon Cohen,George Yannis
Publisher : John Wiley & Sons
Page : 378 pages
File Size : 50,6 Mb
Release : 2016-06-15
Category : Technology & Engineering
ISBN : 9781119307815

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Traffic Management by Simon Cohen,George Yannis Pdf

Transport systems are facing an impossible dilemma: satisfy an increasing demand for mobility of people and goods, while decreasing their fossil-energy requirements and preserving the environment. Additionally, transport has an opportunity to evolve in a changing world, with new services, technologies but also new requirements (fast delivery, reliability, improved accessibility). The subject of traffic is organized into two separate but complementary volumes: Volume 3 on Traffic Management and Volume 4 on Traffic Safety. Traffic Management, Volume 3 of the ‘Research for Innovative Transports’ Set, presents a collection of updated papers from the TRA 2014 Conference, highlighting the diversity of research in this field. Theoretical chapters and practical case studies address topics such as cooperative systems, the global approach in modeling, road and railway traffic management, information systems and impact assessment.

Author : Antonella Ferrara,Simona Sacone,Silvia Siri
Publisher : Springer
Page : 316 pages
File Size : 54,7 Mb
Release : 2018-04-12
Category : Technology & Engineering
ISBN : 9783319759616

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Freeway Traffic Modelling and Control by Antonella Ferrara,Simona Sacone,Silvia Siri Pdf

This monograph provides an extended overview of modelling and control approaches for freeway traffic systems, moving from the early methods to the most recent scientific results and field implementations. The concepts of green traffic systems and smart mobility are addressed in the book, since a modern freeway traffic management system should be designed to be sustainable. Future perspectives on freeway traffic control are also analysed and discussed with reference to the most recent technological advancements The most widespread modelling and control techniques for freeway traffic systems are treated with mathematical rigour, but also discussed with reference to their performance assessment and to the expected impact of their practical usage in real traffic systems. In order to make the book accessible to readers of different backgrounds, some fundamental aspects of traffic theory as well as some basic control concepts, useful for better understanding the addressed topics, are provided in the book. This monograph can be used as a textbook for courses on transport engineering, traffic management and control. It is also addressed to experts working in traffic monitoring and control areas and to researchers, technicians and practitioners of both transportation and control engineering. The authors’ systematic vision of traffic modelling and control methods developed over decades makes the book a valuable survey resource for freeway traffic managers, freeway stakeholders and transportation public authorities with professional interests in freeway traffic systems. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

Author : Matthias Bohlinger
Publisher : Springer
Page : 0 pages
File Size : 52,9 Mb
Release : 2008
Category : Technology & Engineering
ISBN : 3540756434

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Planning Traffic Management by Matthias Bohlinger Pdf

A systematic approach to traffic management requires structured planning. Here, the author describes methods for traffic modeling as well as how to apply them in practice, based on his own hands-on and scientific experience in road traffic planning.

Author : Mauro Garavello
Publisher : Unknown
Page : 0 pages
File Size : 41,5 Mb
Release : 2016
Category : Conservation laws (Mathematics)
ISBN : 1601330197

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Models for Vehicular Traffic on Networks by Mauro Garavello Pdf

Author : Martin Treiber,Arne Kesting
Publisher : Springer Science & Business Media
Page : 505 pages
File Size : 48,8 Mb
Release : 2012-10-11
Category : Science
ISBN : 9783642324598

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Traffic Flow Dynamics by Martin Treiber,Arne Kesting Pdf

This textbook provides a comprehensive and instructive coverage of vehicular traffic flow dynamics and modeling. It makes this fascinating interdisciplinary topic, which to date was only documented in parts by specialized monographs, accessible to a broad readership. Numerous figures and problems with solutions help the reader to quickly understand and practice the presented concepts. This book is targeted at students of physics and traffic engineering and, more generally, also at students and professionals in computer science, mathematics, and interdisciplinary topics. It also offers material for project work in programming and simulation at college and university level. The main part, after presenting different categories of traffic data, is devoted to a mathematical description of the dynamics of traffic flow, covering macroscopic models which describe traffic in terms of density, as well as microscopic many-particle models in which each particle corresponds to a vehicle and its driver. Focus chapters on traffic instabilities and model calibration/validation present these topics in a novel and systematic way. Finally, the theoretical framework is shown at work in selected applications such as traffic-state and travel-time estimation, intelligent transportation systems, traffic operations management, and a detailed physics-based model for fuel consumption and emissions.

Author : Boris S. Kerner
Publisher : Springer Science & Business Media
Page : 271 pages
File Size : 54,5 Mb
Release : 2009-09-16
Category : Technology & Engineering
ISBN : 9783642026058

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Introduction to Modern Traffic Flow Theory and Control by Boris S. Kerner Pdf

The understanding of empirical traf?c congestion occurring on unsignalized mul- lane highways and freeways is a key for effective traf?c management, control, or- nization, and other applications of transportation engineering. However, the traf?c ?ow theories and models that dominate up to now in transportation research journals and teaching programs of most universities cannot explain either traf?c breakdown or most features of the resulting congested patterns. These theories are also the - sis of most dynamic traf?c assignment models and freeway traf?c control methods, which therefore are not consistent with features of real traf?c. For this reason, the author introduced an alternative traf?c ?ow theory called three-phase traf?c theory, which can predict and explain the empirical spatiot- poral features of traf?c breakdown and the resulting traf?c congestion. A previous book “The Physics of Traf?c” (Springer, Berlin, 2004) presented a discussion of the empirical spatiotemporal features of congested traf?c patterns and of three-phase traf?c theory as well as their engineering applications. Rather than a comprehensive analysis of empirical and theoretical results in the ?eld, the present book includes no more empirical and theoretical results than are necessary for the understanding of vehicular traf?c on unsignalized multi-lane roads. The main objectives of the book are to present an “elementary” traf?c ?ow theory and control methods as well as to show links between three-phase traf?c t- ory and earlier traf?c ?ow theories. The need for such a book follows from many commentsofcolleaguesmadeafterpublicationofthebook“ThePhysicsofTraf?c”.

Author : Anthony Wyatt
Publisher : Unknown
Page : 274 pages
File Size : 43,6 Mb
Release : 1998
Category : Technology & Engineering
ISBN : 0710618085

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Road Traffic Management, 98/99 by Anthony Wyatt Pdf

Author : Wen-Long Jin
Publisher : Elsevier
Page : 282 pages
File Size : 50,7 Mb
Release : 2021-04-13
Category : Transportation
ISBN : 9780128158418

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Introduction to Network Traffic Flow Theory by Wen-Long Jin Pdf

Introduction to Network Traffic Flow Theory: Principles, Concepts, Models, and Methods provides a comprehensive introduction to modern theories for modeling, mathematical analysis and traffic simulations in road networks. The book breaks ground, addressing traffic flow theory in a network setting and providing researchers and transportation professionals with a better understanding of how network traffic flows behave, how congestion builds and dissipates, and how to develop strategies to alleviate network traffic congestion. The book also shows how network traffic flow theory is key to understanding traffic estimation, control, management and planning. Users wills find this to be a great resource on both theory and applications across a wide swath of subjects, including road networks and reduced traffic congestion. Covers the most theoretically and practically relevant network traffic flow theories Provides a systematic introduction to traditional and recently developed models, including cell transmission, link transmission, link queue, point queue, macroscopic and microscopic models, junction models and network stationary states Applies modern network traffic flow theory to real-world applications in modeling, analysis, estimation, control, management and planning

Author : Sophie E. Paterson,Lucy K. Allan
Publisher : Unknown
Page : 588 pages
File Size : 40,5 Mb
Release : 2009
Category : Automobile driving
ISBN : NWU:35556038303731

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Road Traffic by Sophie E. Paterson,Lucy K. Allan Pdf

Road traffic represents a significant burden in the developing world and will continue to become more prominent without an effective response to the myriad problems it presents. This book provides a discussion on effective measures in safety, modelling and the impacts of road traffic on society.

Author : Lily Elefteriadou
Publisher : Springer Science & Business Media
Page : 262 pages
File Size : 40,8 Mb
Release : 2013-11-19
Category : Mathematics
ISBN : 9781461484356

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An Introduction to Traffic Flow Theory by Lily Elefteriadou Pdf

This text provides a comprehensive and concise treatment of the topic of traffic flow theory and includes several topics relevant to today’s highway transportation system. It provides the fundamental principles of traffic flow theory as well as applications of those principles for evaluating specific types of facilities (freeways, intersections, etc.). Newer concepts of Intelligent transportation systems (ITS) and their potential impact on traffic flow are discussed. State-of-the-art in traffic flow research and microscopic traffic analysis and traffic simulation have significantly advanced and are also discussed in this text. Real world examples and useful problem sets complement each chapter. This textbook is meant for use in advanced undergraduate/graduate level courses in traffic flow theory with prerequisites including two semesters of calculus, statistics, and an introductory course in transportation. The text would also be of interest to transportation professionals as a refresher in traffic flow theory, or as a reference. Students and engineers of diverse backgrounds will find this text accessible and applicable to today’s traffic issues.

Author : Winnie Daamen,Christine Buisson,Serge P. Hoogendoorn
Publisher : CRC Press
Page : 261 pages
File Size : 54,6 Mb
Release : 2014-09-17
Category : Mathematics
ISBN : 9781482228717

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Traffic Simulation and Data by Winnie Daamen,Christine Buisson,Serge P. Hoogendoorn Pdf

A single source of information for researchers and professionals, Traffic Simulation and Data: Validation Methods and Applications offers a complete overview of traffic data collection, state estimation, calibration and validation for traffic modelling and simulation. It derives from the Multitude Project-a European Cost Action project that incorpo

Author : Robin T. Underwood
Publisher : Unknown
Page : 222 pages
File Size : 51,5 Mb
Release : 1990
Category : Traffic engineering
ISBN : 0949905453

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Traffic Management by Robin T. Underwood Pdf

Author : J. Y. K. Luk
Publisher : Unknown
Page : 154 pages
File Size : 50,8 Mb
Release : 1989
Category : City traffic
ISBN : UCAL:B5427365

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Modelling & Monitoring the Performance of Urban Traffic Control Systems by J. Y. K. Luk Pdf