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Follow people or signs? A novel way-finding method based on experiments and simulation

Author

Listed:
  • Zhu, Yu
  • Chen, Tao
  • Ding, Ning
  • Chraibi, Mohcine
  • Fan, Wei-Cheng

Abstract

Evacuation signs are important for emergency evacuation in complex buildings. The interaction between evacuees and evacuation signs attracted much attention. However, current research mainly considers the visibility of signs and depends on inaccurate video analysis and subjective after-drill questionnaires, and the impact of surrounding people is ignored. This paper utilized an eye-tracking device to collect the sign detection data objectively and concentrated on the following behavior with surrounding people. Based on the results of a series of experiments, it is found that not all pedestrians detect the signs due to objective and subjective ignorance. Even the sign is detected, there exist some evacuees who decide to follow other pedestrians rather than sign guidance. Consequently, a new interaction logic and a new wayfinding method are applied in an evacuation model. The simulation results show the significant difference between the two logics in this paper. It describes that the original logic overestimates the sign guidance effect and underestimates the evacuation time strongly. The new logic can be applied in the building’s design and security evaluation to enhance evacuation safety.

Suggested Citation

  • Zhu, Yu & Chen, Tao & Ding, Ning & Chraibi, Mohcine & Fan, Wei-Cheng, 2021. "Follow people or signs? A novel way-finding method based on experiments and simulation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 573(C).
  • Handle: RePEc:eee:phsmap:v:573:y:2021:i:c:s0378437121001989
    DOI: 10.1016/j.physa.2021.125926
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    References listed on IDEAS

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    1. Hughes, Roger L., 2002. "A continuum theory for the flow of pedestrians," Transportation Research Part B: Methodological, Elsevier, vol. 36(6), pages 507-535, July.
    2. Zhu, Yu & Chen, Tao & Ding, Ning & Chraibi, Mohcine & Fan, Wei-Cheng, 2020. "Follow the evacuation signs or surrounding people during building evacuation, an experimental study," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 560(C).
    3. Dirk Helbing & Illés Farkas & Tamás Vicsek, 2000. "Simulating dynamical features of escape panic," Nature, Nature, vol. 407(6803), pages 487-490, September.
    4. Ma, Peijie & Jiang, Yanqun & Zhu, Junfang & Chen, Bokui, 2019. "The effect of escape signs on the pedestrians evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 534(C).
    5. Guo, Ren-Yong & Huang, Hai-Jun & Wong, S.C., 2011. "Collection, spillback, and dissipation in pedestrian evacuation: A network-based method," Transportation Research Part B: Methodological, Elsevier, vol. 45(3), pages 490-506, March.
    6. Ning Ding, 2020. "The effectiveness of evacuation signs in buildings based on eye tracking experiment," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 103(1), pages 1201-1218, August.
    7. Ji, Jingwei & Lu, Ligang & Jin, Zihao & Wei, Shoupeng & Ni, Lu, 2018. "A cellular automata model for high-density crowd evacuation using triangle grids," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 509(C), pages 1034-1045.
    8. Song, Xiao & Han, Daolin & Sun, Jinghan & Zhang, Zenghui, 2018. "A data-driven neural network approach to simulate pedestrian movement," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 509(C), pages 827-844.
    Full references (including those not matched with items on IDEAS)

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