LAPSE:2023.33378
Published Article
LAPSE:2023.33378
Data Driven Approaches for Sustainable Development of E-Mobility in Urban Areas
Marialisa Nigro, Marina Ferrara, Rosita De Vincentis, Carlo Liberto, Gaetano Valenti
April 21, 2023
Abstract
This study focuses on a modeling framework to support mobility planners and energy providers in the sustainable development of electric mobility in urban areas. Specifically, models are provided to simulate measures for the optimal management of energy demand and thoughtful planning of charging infrastructures in order to avoid congestion on the power grid. The measures, and consequently the models, are classified according to short-term initiatives based on multimodality between electric vehicles and public transport (Park and Ride), as well as medium to long-term initiatives based on the development of an energy-oriented land use of the city. All the models are data-driven, and different sets of floating car data available for the city of Rome (Italy) have been exploited for this aim. The models are currently being implemented in an agent-based simulator for electric urban mobility adopted by the National Agency for Energy and Environment in Italy (ENEA).
Keywords
charging load, data-driven, electric mobility, electric vehicles, floating car data, land use, Park and Ride, power grid
Suggested Citation
Nigro M, Ferrara M, De Vincentis R, Liberto C, Valenti G. Data Driven Approaches for Sustainable Development of E-Mobility in Urban Areas. (2023). LAPSE:2023.33378
Author Affiliations
Nigro M: Department of Engineering, “Roma Tre” University, 00146 Rome, Italy [ORCID]
Ferrara M: Department of Engineering, “Roma Tre” University, 00146 Rome, Italy
De Vincentis R: Department of Engineering, “Roma Tre” University, 00146 Rome, Italy
Liberto C: ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Laboratory of Systems and Technologies for Sustainable Mobility, 00196 Rome, Italy [ORCID]
Valenti G: ENEA, Italian National Agency for New Technologies, Energy and Sustainable Economic Development, Laboratory of Systems and Technologies for Sustainable Mobility, 00196 Rome, Italy
Journal Name
Energies
Volume
14
Issue
13
First Page
3949
Year
2021
Publication Date
2021-07-01
ISSN
1996-1073
Version Comments
Original Submission
Other Meta
PII: en14133949, Publication Type: Journal Article
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LAPSE:2023.33378
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https://doi.org/10.3390/en14133949
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Apr 21, 2023
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