Journal Article FZJ-2018-03366

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A mesoscopic model for large-scale simulation of pedestrian dynamics

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2018
Elsevier Science Amsterdam [u.a.]

Transportation research / C 93, 128 - 147 () [10.1016/j.trc.2018.05.021]

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Abstract: A mesoscopic pedestrian model is proposed, considering pedestrians as individuals and describing their movement by means of aggregate density-flow relationships. The model builds on a stochastic process, describing transition rates among adjacent sites on a lattice. Each lattice can contain several pedestrians. The approach is minimal and fast to simulate, and, by construction, capable of capturing population heterogeneity as well as variability in walking behaviour and en-route path choice. The model is more efficient than microscopic models, and potentially more accurate than macroscopic ones. We calibrate and validate the model using real data and carry out several numerical experiments to present its key properties and possible applications for simulation of large-scale scenarios.

Classification:

Contributing Institute(s):
  1. Jülich Supercomputing Center (JSC)
  2. Zivile Sicherheitsforschung (IAS-7)
Research Program(s):
  1. 511 - Computational Science and Mathematical Methods (POF3-511) (POF3-511)

Appears in the scientific report 2018
Database coverage:
Medline ; Embargoed OpenAccess ; Current Contents - Engineering, Computing and Technology ; Ebsco Academic Search ; IF < 5 ; JCR ; NationallizenzNationallizenz ; SCOPUS ; Science Citation Index Expanded ; Thomson Reuters Master Journal List ; Web of Science Core Collection
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Document types > Articles > Journal Article
Institute Collections > IAS > IAS-7
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Institute Collections > JSC
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 Record created 2018-06-07, last modified 2021-01-29


Published on 2018-05-22. Available in OpenAccess from 2020-05-22.:
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