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
Link To Document