This article introduces a modeling framework to characterize evacuee response to environmental stimuli during emergency egress. The model is developed in consistency with stress theory, which explains how an organism reacts to environmental stressors. We integrate the theory into the well-known social-force model, and develop a framework to simulate crowd evacuation behavior in multi-compartment buildings. Our method serves as a theoretical basis to study crowd movement at bottlenecks, and simulate their herding and way-finding behavior in normal and hazardous conditions. The pre-movement behavior is also briefly investigated by using opinion dynamics with social group model. The algorithms have been partly tested in FDS+EVAC as well as our simulation platform crowdEgress.
翻译:本文提出了一种建模框架,用于描述紧急疏散过程中疏散人员对环境刺激的响应。该模型基于应激理论构建,该理论解释了生物体如何对环境应激源作出反应。我们将该理论整合到经典的社会力模型中,开发了一个模拟多隔间建筑内人群疏散行为的框架。本方法为研究瓶颈处的人群流动、模拟正常与危险条件下人群的从众行为与路径寻找行为提供了理论基础。同时,通过结合社会群体模型与观点动力学,对疏散前的预移动行为进行了简要探讨。相关算法已在FDS+EVAC及我们的仿真平台crowdEgress中进行了部分测试。