Modeling evacuation dynamics on stairs by an extended optimal steps model

Abstract With more and more high-rise building springing into the cities, the movement of pedestrians on stairs is of great importance for the evacuation of these facilities; the topic of human performance on stairs has attracted a lot of researcher to study. However, there is still a lack of analysis of specific situations, such as mid-landing and merging behaviors. In this paper we employ a modified version of the Optimal Steps Model, modified by taking block-based floor field into consideration under open boundary conditions, to reproduce movement at mid-landing and study performance of occupants in stairwell. Movements on this kind of stairs are simulated and studied with the help of extended model: achieved results are in accord with previous research in respect of specific flow and fundamental diagram. Lane formations on stairs come into being before mid-landing area through simulations. Furthermore most people reach at the mid-landing by the outside stairs at higher density due to more space and less force from other agents, which is induced that outside of the stairs is good for evacuation. At last the model is implemented to study the effect of stairs geometry on merging behaviors, and it is found when corridor is connected to the landing opposite to the incoming stairs, this structure is biased in favor of occupants from stairs. The work in this paper is intended to better understand movement during stair evacuations and develop a technical foundation for codes and standards requirements as well as egress modeling techniques.

[1]  A. Schadschneider,et al.  Ordering in bidirectional pedestrian flows and its influence on the fundamental diagram , 2012 .

[2]  Tomonori Sano,et al.  Human behavior in a staircase during a total evacuation drill in a high‐rise building , 2017 .

[3]  Angui Li,et al.  Influences of exit and stair conditions on human evacuation in a dormitory , 2012 .

[4]  Weiguo Song,et al.  Staircase evacuation modeling and its comparison with an egress drill , 2009 .

[5]  Siuming Lo,et al.  Experimental study on microscopic moving characteristics of pedestrians in built corridor based on digital image processing , 2010 .

[6]  Wei Lv,et al.  Analyzing pedestrian merging flow on a floor–stair interface using an extended lattice gas model , 2014, Simul..

[7]  Felix Dietrich,et al.  Is Slowing Down Enough to Model Movement on Stairs , 2016 .

[8]  Bin Jia,et al.  Block-based floor field model for pedestrian’s walking through corner , 2015 .

[9]  N. Tyler,et al.  Free walking speeds on stairs: Effects of stair gradients and obesity of pedestrians , 2011 .

[10]  Hwang Hyun-seung,et al.  Calculating and Verifying the Staircase-length for Evacuation Analysis , 2011 .

[11]  Dirk Helbing,et al.  Simulating dynamical features of escape panic , 2000, Nature.

[12]  Gerta Köster,et al.  How update schemes influence crowd simulations , 2014 .

[13]  John J. Fruin,et al.  Pedestrian planning and design , 1971 .

[14]  Erica D. Kuligowski,et al.  Overall and local movement speeds during fire drill evacuations in buildings up to 31 stories , 2012 .

[15]  Rui Ye,et al.  Experimental study on walking preference during high-rise stair evacuation under different ground illuminations , 2017 .

[16]  Serge P. Hoogendoorn,et al.  Self-Organization in Pedestrian Flow , 2005 .

[17]  Andreas Schadschneider,et al.  Quantitative analysis of pedestrian counterflow in a cellular automaton model. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[18]  J. Choi,et al.  Predicting the Probability of Evacuation Congestion Occurrence Relating to Elapsed Time and Vertical Section in a High-rise Building , 2011 .

[19]  Isabella von Sivers,et al.  How Stride Adaptation in Pedestrian Models Improves Navigation , 2014, ArXiv.

[20]  M. Kagawa,et al.  Movement Of People On Stairs During A Fire Evacuation Drill-japanese Experience In A Hgirise Office Building , 1986 .

[21]  Claudio Feliciani,et al.  Empirical analysis of the lane formation process in bidirectional pedestrian flow. , 2016, Physical review. E.

[22]  Enrico Ronchi,et al.  Fire evacuation in high-rise buildings: a review of human behaviour and modelling research , 2013 .

[23]  C. Y. Wang,et al.  Study on evacuation characteristics in an ultra high-rise building with social force model , 2014, 17th International IEEE Conference on Intelligent Transportation Systems (ITSC).

[24]  Nick Tyler,et al.  Predicting the walking speed of pedestrians on stairs , 2010 .

[25]  Lizhong Yang,et al.  Observation study of pedestrian flow on staircases with different dimensions under normal and emergency conditions , 2012 .

[26]  Peter B. Luh,et al.  Stair evacuation simulation based on cellular automata considering evacuees' walk preferences , 2015 .

[27]  Erica D. Kuligowski,et al.  Stair evacuation of older adults and people with mobility impairments , 2013 .

[28]  James A. Sethian,et al.  Level Set Methods and Fast Marching Methods , 1999 .

[29]  Ziyou Gao,et al.  Modeling the pedestrian's movement and simulating evacuation dynamics on stairs , 2014 .

[30]  Lei Chen,et al.  Experimental study on characteristics of pedestrian evacuation on stairs in a high-rise building , 2016 .

[31]  Juan Chen,et al.  Event-driven modeling of elevator assisted evacuation in ultra high-rise buildings , 2017, Simul. Model. Pract. Theory.

[32]  Edwin R. Galea,et al.  Investigating the representation of merging behavior at the floor–stair interface in computer simulations of multi-floor building evacuations , 2008 .

[33]  Weiguo Song,et al.  Accounting for Emergency Response in Building Evacuation: Modeling Differential Egress Capacity Solutions | NIST , 2007 .

[34]  Edwin R. Galea,et al.  Individual Stair Ascent and Descent Walk Speeds Measured in a Korean High-Rise Building , 2013 .

[35]  J A Sethian,et al.  A fast marching level set method for monotonically advancing fronts. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[36]  Gongzhuang Peng,et al.  Effect of authority figures for pedestrian evacuation at metro stations , 2017 .

[37]  William H. K. Lam,et al.  Pedestrian speed/flow relationships for walking facilities in Hong Kong , 2000 .

[38]  Hang Ji,et al.  Selfishness- and Selflessness-based models of pedestrian room evacuation , 2016 .

[39]  Armin Seyfried,et al.  Performance of stairs: fundamental diagram and topographical measurements , 2013 .

[40]  Wei Lv,et al.  A continuous distance model (CDM) for the single-file pedestrian movement considering step frequency and length , 2012 .

[41]  Li Wang,et al.  Incorporating topography in a cellular automata model to simulate residents evacuation in a mountain area in China , 2013 .

[42]  Zhong An Jiang,et al.  Numerical Simulation Study on High-Rise Student Apartment Fire Evacuation , 2012 .

[43]  Gerta Köster,et al.  Natural discretization of pedestrian movement in continuous space. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.