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A SUMO-Based Parking Management Framework for Large-Scale Smart Cities Simulations

Codeca, Lara and Erdmann, Jakob and Härri, Jerome (2018) A SUMO-Based Parking Management Framework for Large-Scale Smart Cities Simulations. IEEE VNC 2018, 5.–7. Dez., 2018, Taipei, Taiwan. doi: 10.1109/VNC.2018.8628417.

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We collectively decided that investing in smart cities, and consequently smart mobility, is the appropriate direction to solve traffic congestion and sustainable growth issues. Among the problems linked to traffic congestion, we find the complexity of efficient multi-modal commuting and the eventual search of a parking spot. Ideally, mobility should be a transparent service for the users and the quest to find parking should not exist in the first place. In order to achieve this goal, we need to study large-scale parking management optimizations. Recently we reached the computational power to simulate and optimize large-scale cities, but problems such as the complexity of the models, the availability of a reliable source of data, and flexible simulation frameworks are still a reality. We present the general-purpose PyPML and the mobility simulation framework. We discuss the implementation details, focusing on multi-modal mobility capabilities. We present multiple use-cases to showcase features and highlight why we need large-scale simulations. Finally, we evaluate PyPML performances and we discuss its evolution.

Item URL in elib:https://elib.dlr.de/122218/
Document Type:Conference or Workshop Item (Speech)
Title:A SUMO-Based Parking Management Framework for Large-Scale Smart Cities Simulations
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Erdmann, JakobUNSPECIFIEDhttps://orcid.org/0000-0002-4195-4535UNSPECIFIED
Refereed publication:Yes
Open Access:No
Gold Open Access:No
In ISI Web of Science:No
Keywords:SUMO, Smart Cities, Parking, traffic, Simulation
Event Title:IEEE VNC 2018
Event Location:Taipei, Taiwan
Event Type:international Conference
Event Dates:5.–7. Dez., 2018
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Transport System
DLR - Research area:Transport
DLR - Program:V VS - Verkehrssystem
DLR - Research theme (Project):V - Zukunftsbilder eines automatisierten integrierten Verkehrssystems (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems > Evaluation of Transportation
Deposited By: Erdmann, Dr.rer.nat Jakob
Deposited On:17 Oct 2018 08:18
Last Modified:21 Jul 2023 08:54

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