Traffic Simulation and Data: Validation Methods and Applications - Tapa dura

 
9781482228700: Traffic Simulation and Data: Validation Methods and Applications
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ISBN 10: 148222870X ISBN 13: 9781482228700
Editorial: CRC Press, 2014

Sinopsis

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 incorporates work packages defining traffic simulation practice and research; highway and network modeling; and synthesis, dissemination, and training. This book addresses the calibration and validation of traffic models, and introduces necessary frameworks and techniques. It also includes viable methods for sensitivity analyses, and incorporates relevant tools for application.

The book begins with a brief summary of various data collection techniques that can be applied to collect different data types. It then showcases various data processing and enhancement techniques for improving the quality of collected data. It also introduces the techniques according to the type of estimation, for example microscopic data enhancement, traffic state estimation, feature extraction and parameter identification techniques, and origin–destination matrix estimation. The material discusses the measures of performance, data error and goodness of fit, and optimization algorithms. It also contains the sensitivity analyses of parameters in traffic models.

  • Describes the various tasks of calibration and validation
  • Considers the best use of available data
  • Presents the sensitivity analysis method
  • Discusses typical issues of data error in transportation system data and how these errors can impact simulation results
  • Details various methodologies for data collection, sensitivity analysis, calibration, and validation
  • Examines benefits that result from the application of these methods

Traffic Simulation and Data: Validation Methods and Applications serves as a key resource for transport engineers and planners, researchers, and graduate students in transport engineering and planning.

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Acerca del autor

Winnie Daamen is an assistant professor at Delft University of Technology. Her research interests have developed from pedestrian behavior and modeling into traffic flow theory and simulation of vehicular traffic and vessel traffic. She also studies and predicts encounters of vessels in ports and waterways using similar technologies.


Christine Buisson

is a directrice de recherche at IFSTTAR in Lyon, France. Her current research focuses on detailed freeway traffic flow data collection methods, and on the understanding of how microscopic behavior of driver-vehicle pairs (lane changes, accelerations, etc.) and their variability determines global traffic behavior.

Serge Hoogendoorn

 is a professor at Delft University of Technology. In recent years his research has centered on (i) theory, modelling, and simulation of multi-class traffic and transportation networks; (ii) development of methods for integrated control of these networks (regional network management, crowd management); (iii) impact of uncertainty of travel behavior and network operations; (iv) impact of ICT (information, driver support, etc.) on network flow operations, and (v) fundamentals of traffic network dynamics. In all these topics, his work has focused on both recurrent and emergency situations.

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Editorial
CRC Press
Año de publicación
2014
Idioma
Inglés
ISBN 10 
148222870X
ISBN 13 
9781482228700
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
262
Editor
Daamen Winnie, Buisson Christine, Hoogendoorn Serge P.
Contacto del fabricante
CRC Press
https://www.routledge-ny.com

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Otras ediciones populares con el mismo título

9781138075917: Traffic Simulation and Data: Validation Methods and Applications

Edición Destacada

ISBN 10:  1138075914 ISBN 13:  9781138075917
Editorial: CRC Press, 2017
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