Title :
A hybrid modeling framework for diffusion of alternative fuel vehicles
Author :
Shafiei, Ehsan ; Stefansson, Hlynur ; Ásgeirsson, Eyjólfur I. ; Davidsdottir, Brynhildur ; Raberto, Marco
Author_Institution :
Sch. of Sci. & Eng., Reykjavik Univ., Reykjavik, Iceland
Abstract :
In this paper, we introduce a general framework for evaluating the transitions toward sustainable alternative fuel vehicles, which takes into account supply and demand of both vehicles and fuels in the market. The modeling approach and underlying mathematical formulations for different stakeholders are described and are then integrated in one model of the whole energy and transport system. The hybrid modeling framework integrates the top-down system-dynamics approach with the bottom-up agent-based modeling. We specify the integration process and the most important linking variables between various energy and transport components. Finally, the potential contribution of hybrid modeling approach to the models of transition to sustainable mobility will be concluded.
Keywords :
diffusion; fuel; sustainable development; vehicles; account supply; alternative fuel vehicles diffusion; bottom-up agent-based modeling; energy system; hybrid modeling approach; hybrid modeling framework; integration process; market fuels; market vehicles; mathematical formulations; sustainable alternative fuel vehicles; sustainable mobility; top-down system-dynamics approach; transport components; transport system; Availability; Equations; Fuels; Government; Mathematical model; Production; Vehicles; Alternative fuel vehicles; agent-based model; hybrid modeling; system-dynamics;
Conference_Titel :
Energy Conference and Exhibition (ENERGYCON), 2012 IEEE International
Conference_Location :
Florence
Print_ISBN :
978-1-4673-1453-4
DOI :
10.1109/EnergyCon.2012.6347729