• DocumentCode
    2380528
  • Title

    Strong reduction in fuel consumption driving trains in bi-directional single line using crossing loops

  • Author

    Dordal, Osmar B. ; Borges, André P. ; Ribeiro, Richardson ; Enembreck, Fabrício ; Scalabrin, Edson E. ; Ávila, Bráulio C.

  • Author_Institution
    Grad. Program in Comput. Sci., Pontifical Catholic Univ. of Parana, Curitiba, Brazil
  • fYear
    2011
  • fDate
    9-12 Oct. 2011
  • Firstpage
    1597
  • Lastpage
    1602
  • Abstract
    This paper presents an intelligent approach based on software agents capable of conducting and coordination trains in stretches of single railway track, aiming to reduce the utilization of railway and environment impacts. In the Brazilian rail modal, due to the low duplication of tracks, trains that journey on single railways should accomplish required halts, in order to wait for other trains to use the crossing loop safely. The technological evolution resulted on the appearance of new railway traffic system control. However, systems that rely on software agents are not well explored yet. Therefore, this paper elaborated a Multi-Agent System capable of simulating railway environment using agent drivers and agents with a highest level in managing the railway tracks. The behaviour of agents was based on specialized rules of conduction. The coordination between them occurs through message exchanges, always aiming to avoid halts during the journey. Results have shown an strong average reduction of 22.5% in journey time and 25.5% in fuel consumption when compared to journeys using the traditional method of conduction. The reduction, not only on the journey time, but also on the fuel consumption, entails on the decrease of CO2 emission.
  • Keywords
    multi-agent systems; railway engineering; railway safety; software agents; Brazilian rail modal; bi-directional single line; crossing loop safely; driving agents; environment impacts; fuel consumption; message exchange; multi-agent system; railway simulation; railway tracks; software agents; Equations; Fuels; Licenses; Mathematical model; Multiagent systems; Rail transportation; Safety; Artificial Intelligence; Coordination; Driving of Trains; Multi-Agent System; Reactive Agents;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
  • Conference_Location
    Anchorage, AK
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4577-0652-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2011.6083899
  • Filename
    6083899