DOAJ Open Access 2021

Agent‐based simulator of dynamic flood‐people interactions

Mohammad Shirvani Georges Kesserwani Paul Richmond

Abstrak

Abstract This article presents a simulator for the modelling of the two‐way interactions between flooding and people. The simulator links a hydrodynamic model to a pedestrian model in a single agent‐based modelling platform, Flexible Large‐scale Agent Modelling Environment for the Graphical Processing Unit (FLAMEGPU). Dynamic coupling is achieved by the simultaneous update and exchange of information across multiple agent types. Behavioural rules and states for the pedestrian agents are proposed to account for the pedestrians' presence/actions in/to floodwater. These are based on a commonly used hazard rate (HR) metric to evaluate the risk states of people in floodwater, and by considering two roles for the pedestrians: evacuees or responders for action during or before the flood event, respectively. The potential of the simulator is demonstrated in a case study of a flooded and busy shopping centre for two scenarios: (a) during a flood evacuation and (b) pre‐flood intervention to deploy a sandbag barrier. The evacuation scenario points to changes in floodwater hydrodynamics around congested areas, which either worsen (by 5–8%) or lessen (by 25%) the HR. The intervention scenario demonstrates the utility of the simulator to select an optimal barrier height and number of responders for safe and effective deployment. Accompanying details for software accessibility are provided.

Penulis (3)

M

Mohammad Shirvani

G

Georges Kesserwani

P

Paul Richmond

Format Sitasi

Shirvani, M., Kesserwani, G., Richmond, P. (2021). Agent‐based simulator of dynamic flood‐people interactions. https://doi.org/10.1111/jfr3.12695

Akses Cepat

PDF tidak tersedia langsung

Cek di sumber asli →
Lihat di Sumber doi.org/10.1111/jfr3.12695
Informasi Jurnal
Tahun Terbit
2021
Sumber Database
DOAJ
DOI
10.1111/jfr3.12695
Akses
Open Access ✓