Research on Passenger Evacuation Behavior in Civil Aircraft Demonstration Experiments Based on Neural Networks and Modeling

Z Feng, Q You, K Chen, H Song, H Peng - Aerospace, 2024 - mdpi.com
Evacuation simulation is an important method for studying and evaluating the safety of
passenger evacuation, and the key lies in whether it can accurately predict personnel …

[HTML][HTML] A model for aircraft cabin evacuation considering passenger type

Y Ma, J Yuan, L Tan, Q Liu, M Li - Journal of Safety Science and Resilience, 2024 - Elsevier
Pedestrian safety evacuation in aircraft cabins has been a challenging problem because of
the aircraft's unique characteristics, such as the diversity of passengers and the restricted …

An aircraft evacuation simulation baseline using DES for passenger path planning

X Deng - 2016 - commons.erau.edu
This paper introduced a Discrete Event Simulation (DES) model that simulates passengers'
evacuation paths and decision-making processes during aircraft certification. The model …

Research on occupant evacuation simulation during civil aircraft emergency

H Du, X Yu, X Fu, Z Feng - Procedia engineering, 2018 - Elsevier
In order to simulate aircraft evacuation process vividly in the 90s certification trials, the
influence elements of occupant evacuation during aircraft emergency need to be analyzed …

A particle swarm optimization based aircraft evacuation simulation model-vacateair

Z Xue, C Bloebaum - 46th AIAA aerospace sciences meeting and …, 2008 - arc.aiaa.org
This paper introduces a PC-based simulation and visualization tool, VacateAir, which
incorporates a modified Particle Swarm Optimization (PSO) as a path finding algorithm, to …

An emergency aircraft evacuation simulation considering passenger overtaking and luggage retrieval

C Song, Q Shao, P Zhu, M Dong, W Yu - Reliability Engineering & System …, 2023 - Elsevier
The irrational behaviors of passengers due to panic and anxiety during actual evacuations
are challenging to be fully controlled by the crew. These behaviors may lead to the …

Personnel Behavior and Modeling Simulation in the Emergency Evacuation

X Wu, J Wang, X Guo - Proceedings of the 21st International Conference …, 2015 - Springer
The human behavior characteristics in the emergency evacuation, the features and the
principles of Building EXODUS were introduced here through summarizing all kinds of …

Human behavior effects on cabin configuration design using VacateAir

Z Xue, C Bloebaum - 47th AIAA aerospace sciences meeting including …, 2009 - arc.aiaa.org
Factors of Aircraft cabin configuration, passenger/crew characteristics, human behaviors,
and fire hazards in fire emergency can independently or interactively affect the evacuation …

Emergency evacuation behavior characteristics classification of aircraft cabin passengers based on deep learning network model SMCNN-LSTM

K Chen, F Li, Q Ji, Q You, Z Feng - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
Despite the close correlation between psychological states and behavior during civil aircraft
evacuations, accurately characterizing the diverse reactions of passengers in cramped …

[PDF][PDF] Simulation of aircraft cabin evacuation strategy based on exit flow equilibrium

XY Guo, Z Zeng, MX Li, S Fu - International Journal of Simulation …, 2022 - ijsimm.com
Exit flow equilibrium method based on crowd evacuation dynamics theory was applied in
this study to clarify the reasons that hinder the evacuation of aircraft cabin passengers as …