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. 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,用于表征应急疏散过程中逃逸者对环境刺激的响应行为。该模型基于压力理论构建,该理论解释了生物体如何应对环境压力源。我们将该理论整合到著名的社会力模型中,开发了一个用于模拟多隔间建筑中人群疏散行为的框架。我们的方法为研究瓶颈处的人群运动提供了理论基础,并可模拟在正常及危险条件下的从众行为与寻路行为。此外,还利用观点动力学初步探讨了疏散前的准备行为。相关算法已在FDS+EVAC及我们自建的crowdEgress仿真平台上进行了部分测试。