Gis-based Multi-agent Traffic Micro Simulation for Modelling the Local Air Pollution

نویسندگان

  • M. khalesian
  • P. Pahlavani
  • M. R. Delavar
چکیده

Air pollution from motor vehicles is one of the most serious and rapidly growing problems in metropolitan areas. It is occurred especially in major arterial streets inside the metropolitan central district because of the heavy traffic congestion suffering. Although transportation networks operate as an integrated system, at a regional level we can safely assume that local urban congestion will not affect other urban areas that are geographically distinct. This suggests a manageable problem, i.e., instead of solving for region-wide congestion patterns, we can augment the current capabilities of logistical air quality management system (AQMS) software with a module to predict localized urban congestion on a special major arterial street and its impacts on the amount of generated air pollution. In this paper, a GIS-based multi-agent traffic micro-simulation decision support approach utilized in order to manage and control navigation under dynamic traffic identification and modelling to determine the air pollution, particularly CO, generated by heavy traffic congestion in one of the major arterial urban streets. Our preliminary work in this area indicates that agent technology can significantly help designers and decision makers in this context. * Corresponding author.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Multi-agent Based Traffic Network Micro-simulation Using Spatio-temporal Gis

A micro-simulation framework allows for the combination of several highly disaggregated models integrating direct representations of individual actors and specific processes within detailed space and time frames. For some modelling applications like traffic, disaggregation is often necessary in order to capture system non-linearities, to avoid the heterogeneity leading to aggregate biases when ...

متن کامل

A Study Of Multi-Agent Based Model For Urban Intelligent Transport Systems

Multi-agent based simulation has been looked as an efficient tool for large-scale system, like urban intelligent transport system. However, the main problem is how to build a multi-agent based model to simulating it. This research presents a multi-agent based demand responsive transport (DRT) services model, which adopts a multi-agents planning approach for metropolis traffic services control. ...

متن کامل

Design of Air Traffic Control Operation System Using Multi Agent Technology and Simulation

Air traffic system is analyzed from the aspects of system's attributes internal operating mechanisms and external behaviors. A hybrid air traffic simulation model described by the combination of discrete event and continuoustime models is proposed. The simulation model uses Agent-based techniques to describe micro behaviors of the air traffic individuals and integrates micro behaviors into dyna...

متن کامل

A regression-based method for mapping traffic-related air pollution: application and testing in four contrasting urban environments.

Accurate, high-resolution maps of traffic-related air pollution are needed both as a basis for assessing exposures as part of epidemiological studies, and to inform urban air-quality policy and traffic management. This paper assesses the use of a GIS-based, regression mapping technique to model spatial patterns of traffic-related air pollution. The model--developed using data from 80 passive sa...

متن کامل

GIS-based procedure for evaluation of performances of the Italian atmospheric modelling system simulated data versus observed measurements

Air quality assessment and management is usually performed using atmospheric integrated modelling systems and comparisons with data observed by monitoring stations. In Italy, the Project MINNI (National Integrated Model in support to the International Negotiation on Air Pollution) has been supporting Italian Ministry of Environment for the last ten years within the international negotiation pro...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008