• DocumentCode
    3462978
  • Title

    Simulation-based evolution of municipal glass-waste collection strategies utilizing electric trucks

  • Author

    Vonolfen, Stefan ; Affenzeller, Michael ; Beham, Andreas ; Wagner, Stefan ; Lengauer, Efrem

  • Author_Institution
    Heuristic & Evolutionary Algorithms Lab., Upper Austria Univ. of Appl. Sci., Hagenberg, Austria
  • fYear
    2011
  • fDate
    25-27 Aug. 2011
  • Firstpage
    177
  • Lastpage
    182
  • Abstract
    In urban areas freight transport imposes many social and environmental issues. Solid waste collection accounts for a considerable amount of freight transportation in municipal areas. We propose a simulation-based approach to evaluate different scenarios where electric trucks replace conventional trucks for the collection of municipal glass-waste. Under special consideration of the characteristics of electric trucks, the simulation of real-time fill level information is used and coupled with an optimization component to evolve adapted waste collection strategies. We illustrate our approach on two test-scenarios based on real-world data. We use the simulation model to evaluate several scenarios in terms of costs and environmental impact and the optimization environment to generate collection strategies that minimize those performance figures while maintaining a given service quality.
  • Keywords
    electric vehicles; evolutionary computation; freight handling; optimisation; service industries; socio-economic effects; strategic planning; transportation; waste handling; electric trucks; environmental impacts; environmental issues; municipal glass solid waste collection strategies; optimization; service quality; simulation-based evolution; social issues; urban freight transportation; Adaptation models; Containers; Glass; Optimization; Planning; Stochastic processes; Vehicles; Simulation-based optimization; electric trucks; inventory routing; waste management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Logistics and Industrial Informatics (LINDI), 2011 3rd IEEE International Symposium on
  • Conference_Location
    Budapest
  • Print_ISBN
    978-1-4577-1842-7
  • Type

    conf

  • DOI
    10.1109/LINDI.2011.6031142
  • Filename
    6031142