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A multi-grid evacuation model considering the effects of different turning types

Author

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  • Xie, Qimiao
  • Wu, Yaxin
  • Wang, Yitian
  • Zhang, Hui

Abstract

Step turning and spin turning are common for pedestrian movement around the corners, and the foot placement process and individual space occupied are different significantly for step turning and spin turning. However, traditional cellular automaton (CA) models cannot consider sufficiently the foot placement process of turning behavior for pedestrians. In order to consider the effects of different turning types, a multi-grid CA evacuation model is proposed based on the preferential direction, interaction forces and 4 floor fields. The foot placement process, human body morphology and compressibility can be considered in the model. In order to demonstrate the validity of the proposed model, unidirectional pedestrian flows in an L-shaped passage were simulated. The movement trajectories, densities, velocities and flows of pedestrians generated by the proposed model were found to be in good agreements with the experimental and observation results. The validation results of the model showed that the probability of young adults choosing the step turning strategy is 0.8 for evacuation around the corners. Compared with the traditional CA model, the proposed model can provide more accurate simulation results for pedestrian movement around the corners.

Suggested Citation

  • Xie, Qimiao & Wu, Yaxin & Wang, Yitian & Zhang, Hui, 2024. "A multi-grid evacuation model considering the effects of different turning types," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 635(C).
    • Handle: RePEc:eee:phsmap:v:635:y:2024:i:c:s0378437124000050
    DOI: 10.1016/j.physa.2024.129497
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    1. Liao, Weichen & Tordeux, Antoine & Seyfried, Armin & Chraibi, Mohcine & Drzycimski, Kevin & Zheng, Xiaoping & Zhao, Ying, 2016. "Measuring the steady state of pedestrian flow in bottleneck experiments," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 461(C), pages 248-261.
    2. Jin, Cheng-Jie & Jiang, Rui & Yin, Jun-Lin & Dong, Li-Yun & Li, Dawei, 2017. "Simulating bi-directional pedestrian flow in a cellular automaton model considering the body-turning behavior," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 482(C), pages 666-681.
    3. Henein, Colin M. & White, Tony, 2007. "Macroscopic effects of microscopic forces between agents in crowd models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 373(C), pages 694-712.
    4. Nagai, Ryoichi & Nagatani, Takashi, 2006. "Jamming transition in counter flow of slender particles on square lattice," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 366(C), pages 503-512.
    5. Tajima, Yusuke & Takimoto, Kouhei & Nagatani, Takashi, 2001. "Scaling of pedestrian channel flow with a bottleneck," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 294(1), pages 257-268.
    6. Burstedde, C & Klauck, K & Schadschneider, A & Zittartz, J, 2001. "Simulation of pedestrian dynamics using a two-dimensional cellular automaton," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 295(3), pages 507-525.
    7. Song, Weiguo & Xu, Xuan & Wang, Bing-Hong & Ni, Shunjiang, 2006. "Simulation of evacuation processes using a multi-grid model for pedestrian dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 363(2), pages 492-500.
    8. Miyagawa, Daiki & Ichinose, Genki, 2020. "Cellular automaton model with turning behavior in crowd evacuation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 549(C).
    9. Zhang, Hui & Xu, Jie & Jia, Limin & Shi, Yihan, 2021. "Research on walking efficiency of passengers around corner of subway station," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 573(C).
    10. Fukamachi, Masahiro & Nagatani, Takashi, 2007. "Sidle effect on pedestrian counter flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 377(1), pages 269-278.
    11. Fu, Zhijian & Xiong, Xingwen & Luo, Lin & Yang, Yunjia & Feng, Yujing & Chen, Hua, 2022. "Influence of rotation on pedestrian flow considering bipedal features: Modeling using a fine discrete floor field cellular automaton," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 605(C).
    12. Cheng, Han & Peng, Fei & Huang, Danyan & Liu, Shaobo & Ni, Yong & Yang, Lizhong, 2020. "Experimental study on dynamics characteristic parameter of turning behavior in self-driven mechanism," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 549(C).
    13. Zhang, Jun & Song, Weiguo & Xu, Xuan, 2008. "Experiment and multi-grid modeling of evacuation from a classroom," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(23), pages 5901-5909.
    14. Muramatsu, Masakuni & Irie, Tunemasa & Nagatani, Takashi, 1999. "Jamming transition in pedestrian counter flow," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 267(3), pages 487-498.
    15. Kirchner, Ansgar & Schadschneider, Andreas, 2002. "Simulation of evacuation processes using a bionics-inspired cellular automaton model for pedestrian dynamics," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 312(1), pages 260-276.
    16. Luo, Lin & Liu, Xiaobo & Fu, Zhijian & Ma, Jian & Liu, Fanxiao, 2020. "Modeling following behavior and right-side-preference in multidirectional pedestrian flows by modified FFCA," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 550(C).
    17. Jia-Bei Zeng & Biao Leng & Zhang Xiong & Zheng Qin, 2011. "Pedestrian Dynamics In A Two-Dimensional Complex Scenario Using A Local View Floor Field Model," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 22(08), pages 775-803.
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