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Multi-scale simulation for crowd management: a case study in an urban scenario

Crociani, Luca and L�ämmel, Gregor and Giuseppe, Vizzari (2016) Multi-scale simulation for crowd management: a case study in an urban scenario. AAMAS 2016, 9.-13. Mai 2016, Singapore. (In Press)

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Abstract

Safety, security, and comfort of pedestrian crowds during large gatherings are heavily influenced by the layout of the underlying environment. This work presents a systematic agent-based simulation approach to appraise and optimize the layout of a pedestrian environment in order to maximize safety, security, and comfort. The performance of the approach is demonstrated based on annual ``Salone del mobile'' (Design Week) exhibition in Milan, Italy. Given the large size of the scenario, and the proportionally high number of simultaneously present pedestrians, the computational costs of a pure microscopic simulation approach would make this hardly applicable, whereas a multi-scale approach, combining simulation models of different granularity, provides a reasonable trade off between a detailed management of individual pedestrians and possibility to effectively carry out what-if analyses with different environmental configurations. The paper will introduce the scenario, the base model and the alternatives discussing the achieved results.

Item URL in elib:https://elib.dlr.de/103603/
Document Type:Conference or Workshop Item (Speech)
Title:Multi-scale simulation for crowd management: a case study in an urban scenario
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Crociani, Lucal.crociani (at) unimib.itUNSPECIFIED
L�ämmel, Gregorgregor.laemmel (at) dlr.deUNSPECIFIED
Giuseppe, Vizzarigiuseppe.vizzari (at) unimib.itUNSPECIFIED
Date:2016
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:In Press
Keywords:crowd management, multi-agent simulation, pedestrian simulation, optimal environment layout
Event Title:AAMAS 2016
Event Location:Singapore
Event Type:international Conference
Event Dates:9.-13. Mai 2016
Organizer:Singapore Management Univerity
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:Traffic Management (old)
DLR - Research area:Transport
DLR - Program:V VM - Verkehrsmanagement
DLR - Research theme (Project):V - Vabene++ (old)
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transportation Systems
Deposited By: Lämmel, Gregor
Deposited On:14 Apr 2016 09:45
Last Modified:31 Jul 2019 20:00

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