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
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;
Conference_Titel :
Logistics and Industrial Informatics (LINDI), 2011 3rd IEEE International Symposium on
Conference_Location :
Budapest
Print_ISBN :
978-1-4577-1842-7
DOI :
10.1109/LINDI.2011.6031142