Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency Evacuation

The effectiveness of a cruise ship’s emergency evacuation is greatly influenced by the way people interact; this paper uses the social force model to simulate two different evacuation scenarios considering the impact of small groups. It uses an agent to simulate the behavior of a single occupant, an...

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Main Authors: Xuetao Zhang, Huajun Zhang, Shuqi Wang, Zhicheng Xiao, Wanying Zhang
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/17/9976
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author Xuetao Zhang
Huajun Zhang
Shuqi Wang
Zhicheng Xiao
Wanying Zhang
author_facet Xuetao Zhang
Huajun Zhang
Shuqi Wang
Zhicheng Xiao
Wanying Zhang
author_sort Xuetao Zhang
collection DOAJ
description The effectiveness of a cruise ship’s emergency evacuation is greatly influenced by the way people interact; this paper uses the social force model to simulate two different evacuation scenarios considering the impact of small groups. It uses an agent to simulate the behavior of a single occupant, and leverages the social force model to quantify the effect of group behavior on the group members. According to the influence of the group on the members, this paper corrects the expected speed of the members to determine the speed of crowd evacuation. It uses the SAFEGUARD cruise ship as the evacuation platform to simulate the process of evacuating the passengers to the boarding station and assembly station, respectively, and calculates the evacuation time, congestion area, and congestion duration of passengers under the action of groups. The simulation results of the two scenarios show that the group effect increases the average evacuation time by 15.29% and 21.79%, and increases the average detour distance by 24.54% and 17.89%, respectively.
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spelling doaj.art-78e30208485f420697356b9f278730ab2023-11-19T07:54:18ZengMDPI AGApplied Sciences2076-34172023-09-011317997610.3390/app13179976Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency EvacuationXuetao Zhang0Huajun Zhang1Shuqi Wang2Zhicheng Xiao3Wanying Zhang4School of Automation, Wuhan University of Technology, Wuhan 430070, ChinaSchool of Automation, Wuhan University of Technology, Wuhan 430070, ChinaSchool of Automation, Wuhan University of Technology, Wuhan 430070, ChinaSchool of Automation, Wuhan University of Technology, Wuhan 430070, ChinaSchool of Automation, Wuhan University of Technology, Wuhan 430070, ChinaThe effectiveness of a cruise ship’s emergency evacuation is greatly influenced by the way people interact; this paper uses the social force model to simulate two different evacuation scenarios considering the impact of small groups. It uses an agent to simulate the behavior of a single occupant, and leverages the social force model to quantify the effect of group behavior on the group members. According to the influence of the group on the members, this paper corrects the expected speed of the members to determine the speed of crowd evacuation. It uses the SAFEGUARD cruise ship as the evacuation platform to simulate the process of evacuating the passengers to the boarding station and assembly station, respectively, and calculates the evacuation time, congestion area, and congestion duration of passengers under the action of groups. The simulation results of the two scenarios show that the group effect increases the average evacuation time by 15.29% and 21.79%, and increases the average detour distance by 24.54% and 17.89%, respectively.https://www.mdpi.com/2076-3417/13/17/9976emergency evacuationmaritime safetysocial force modelsmall group behaviorevacuation method
spellingShingle Xuetao Zhang
Huajun Zhang
Shuqi Wang
Zhicheng Xiao
Wanying Zhang
Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency Evacuation
Applied Sciences
emergency evacuation
maritime safety
social force model
small group behavior
evacuation method
title Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency Evacuation
title_full Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency Evacuation
title_fullStr Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency Evacuation
title_full_unstemmed Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency Evacuation
title_short Analysis of the Impact of Small Group Behavior on Cruise Ship Emergency Evacuation
title_sort analysis of the impact of small group behavior on cruise ship emergency evacuation
topic emergency evacuation
maritime safety
social force model
small group behavior
evacuation method
url https://www.mdpi.com/2076-3417/13/17/9976
work_keys_str_mv AT xuetaozhang analysisoftheimpactofsmallgroupbehavioroncruiseshipemergencyevacuation
AT huajunzhang analysisoftheimpactofsmallgroupbehavioroncruiseshipemergencyevacuation
AT shuqiwang analysisoftheimpactofsmallgroupbehavioroncruiseshipemergencyevacuation
AT zhichengxiao analysisoftheimpactofsmallgroupbehavioroncruiseshipemergencyevacuation
AT wanyingzhang analysisoftheimpactofsmallgroupbehavioroncruiseshipemergencyevacuation