|本期目录/Table of Contents|

[1]胥旋,史聪灵,伍彬彬,等.人群分区疏散优化算法研究[J].中国安全生产科学技术,2016,12(11):153-158.[doi:10.11731/j.issn.1673-193x.2016.11.026]
 XU Xuan,SHI Congling,WU Binbin,et al.Study on the optimization algorithm of the crowd partition evacuation[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2016,12(11):153-158.[doi:10.11731/j.issn.1673-193x.2016.11.026]
点击复制

人群分区疏散优化算法研究
分享到:

《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
12
期数:
2016年11期
页码:
153-158
栏目:
现代职业安全卫生管理与技术
出版日期:
2016-11-30

文章信息/Info

Title:
Study on the optimization algorithm of the crowd partition evacuation
文章编号:
1673-193X(2016)-11-0153-06
作者:
胥旋12史聪灵12伍彬彬12何理12
(1.中国安全生产科学研究院,北京 100012;2.地铁火灾及客流疏运安全北京市重点实验室,北京 100012)
Author(s):
XU Xuan12 SHI Congling12 WU Binbin12 HE Li12
(1. China Academy of Safety Science and Technology,Beijing 100012,China; 2. Beijing Key Laboratory of Metro Fire and Passenger Transportation Safety, Beijing 100012,China)
关键词:
分区疏散优化算法疏散策略
Keywords:
Partition Evacuation Optimization Algorithm Evacuation Strategy
分类号:
X928.03
DOI:
10.11731/j.issn.1673-193x.2016.11.026
文献标志码:
A
摘要:
在疏散过程中,出口利用不均现象时有发生,距离最短路径并不一定是最快的路径。提出了大规模人群分区疏散优化算法,该算法以疏散时间最短为目标,综合考虑了人群分布、出口位置、出口宽度等因素,通过迭代计算,求解每个行人的最优出口选择,从而得到优化疏散分区结果。以具有多个出口的某大型步行商业街区疏散为例,利用经典的无后退有偏随机行走模型进行模拟计算,对是否采用优化分区的疏散时间进行了比较分析。结果表明:采用优化分区疏散时,部分人员放弃路径最短的疏散出口,而被导向选择宽度较宽和附近人员密度较低的出口,从而提高整体疏散效率。该算法解决了以距离最短为目标的疏散分区方式导致的出口利用不均和不充分的现象,有效提高了疏散效率,对于区域分区疏散策略的制定具有一定指导意义。
Abstract:
The inequality of exit capacity have occurred in emergency evacuation case. The minimum-distance route may not be the minimum-time route. In this paper, an optimization algorithm of the crowd partition evacuation is proposed, which aims at the shortest evacuation time with considering the pedestrian distribution, exit position, exit width. The iterative method is used for solving the optimal exit choices for each pedestrian and presenting the optimized evacuation partition. Taking a commercial street as an example, the classical biased-random walk model without back-step is applied to simulate the evacuation process and the evacuation times with optimized and non -optimized evacuation partition are compared and analyzed. The results show that when adopting the optimized evacuation partition, some people no longer choose the exit with shortest distance, but the wide exit or the exit with low occupant density around, then the overall evacuation efficiency increases. The algorithm solves the problems of uneven and inadequate utility of the exit in non-optimized route where the shortest distance is considered as the goal of the evacuation. Therefore, the algorithm effectively improves the evacuation efficiency, and can be widely used in guiding the evacuation partition strategy.

参考文献/References:

[1]慕楠,宋卫国,霍非舟.基于优化方法的区域疏散路径规划研究[J].火灾科学,2015,24(3):176-184. MU Nan,SONG Weiguo,HUO Feizhou. Study of area evacuation paths plan based on optimization methods [J].Fire Safety Science,2015,24(3):176-184.
[2]陈海涛,贾南,刘占,等.基于多因素出口选择的建筑疏散指示优化设计[J].中国安全生产科学技术,2016,12(4):90-95. CHEN Haitao, JIA Nan, LIU Zhan,et al. Optimal design on evacuation sign considering multi-factors for exits [J]. Journal of Safety Science and Technology,2016,12(4):90-95.
[3]YUE H, GUAN Hongzhi, SHAO Chunfu, et al. Simulation of pedestrian evacuation with asymmetrical exits layout[J]. Physica a: Statistical Mechanics and Its Applications, 2011,390(2): 198-207.
[4]ZHAO Hui, GAO Ziyou. Reserve capacity and exit choosing in pedestrian evacuation dynamics[J]. Journal of Physics a-Mathematical and Theoretical, 2010, 43: 105001.
[5]HUANG Hai, GUO Ren. Static floor field and exit choice for pedestrian evacuation in rooms with internal obstacles and multiple exits[J]. Physical Review. E, Statistical, Nonlinear, and soft Matter Physics, 2008, 78(2 Pt 1): 021131.
[6]胥旋.人员非均匀分布条件下的疏散引导方向优化算法研究[J].中国安全生产科学技术,2011,7(8):34-37. XU Xuan. Study of optimization algorithm for evacuation guidance direction with non-uniform pedestrian distribution [J]. Journal of Safety Science and Technology,2011,7(8):34-37.
[7]XU Xuan, ZHONG Maohua, SHI Congling. An optimization algorithm for exit choice and its application in a theater[J]. 东北大学学报(自然科学版), 2013, 34(1): 44-52.
[8]陈长坤,王楠楠,席冰花.行李携带人员疏散元胞自动机模型研究[J].中国安全科学学报,2014,24(7):3-9. CHEN Changkun, WANG Nannan, XI Binghua. Research on evacuation cellular automata model of evacuees with luggage [J]. China Safety Science Journal,2014,24(7):3-9.
[9]LIU S B, YANG L Z, Fang, et al. Evacuation from a classroom considering the occupant density around exits[J]. Physica A, 2009, 388(9): 1921-1928.
[10]邢志祥,丁芙蓉,唐亮,等.大型超市火灾人员疏散路径优化研究[J].安全与环境学报,2015,15(2):167-173. XING Zhingxiang,DING Furong,TANG Liang,et al. Study on fire evacuation route optimization in large supermarket [J]. Journal of Safety and Environment, 2015,15(2):167-173.
[11]张立红,王策源,杨光,等.基于行人疏散模型的建筑出口设计优化研究[J].中国安全生产科学技术,2014,10(10):100-105. ZHANG Lihong, WANG Ceyuan, YANG Guang, et al. Study on optimization of building exits design based on pedestrian evacuation model[J]. Journal of Safety Science and Technology, 2014,10(10):100-105.
[12]张培红,张芸栗,梅志斌,等.大型公共建筑物智能疏散路径优化自适应蚁群算法实现及应用[J].沈阳建筑大学学报(自然科学版),2008,24(6):1055-1059. ZHANG Peihong, ZHANG Yunli, MEI Zhibin,et al. Adaptive ant colony algorithm based evacuation route optimization model and application in large public building fire [J]. Journal of Shenyang Jianzhu University(Natural Science),2008,24(6):1055-1059.
[13]李耀庄,龚啸,陈长坤.隧道火灾性能化安全疏散设计方法研究[J].防灾减灾工程学报,2006,26(4):409-413. LI Yaozhuang, GONG Xiao, CHEN Changkun.Study on the performance-based safe evacuation design in tunnel fires[J].Journal of Disaster Prevention and Mitigation Engineering,2006,26(4):409-413.
[14]邓云峰,李竞,盖文妹.基于个体脆弱性区域疏散最佳路径[J].中国安全生产科学技术,2013,9(11):53-58. DENG Yunfeng, LI Jing, GAI Wenmei. Study on the optimum escape route during zone evacuation based on vulnerability of humans[J]. Journal of Safety Science and Technology, 2013,9(11):53-58
[15]Muramatsu M, Irie T, Nagatani T. Jamming Transition in Pedestrian Counter Flow [J]. Physica A, 1999(267):487-498.

相似文献/References:

[1]汤国水,张宏伟,韩军,等.基于MABC-SVM的含瓦斯煤体渗透率预测模型[J].中国安全生产科学技术,2015,11(2):11.[doi:10.11731/j.issn.1673-193x.2015.02.002]
 ANG Guo-shui,ZHANG Hong-wei,HAN Jun,et al.Prediction model on permeability of gas-bearing coal based on MABC-SVM[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2015,11(11):11.[doi:10.11731/j.issn.1673-193x.2015.02.002]
[2]唐泽斯,郭进,王金贵,等.基于人工神经网络的气体泄爆最大超压预测研究[J].中国安全生产科学技术,2020,16(4):56.[doi:10.11731/j.issn.1673-193x.2020.04.009]
 TANG Zesi,GUO Jin,WANG Jingui,et al.Study on prediction of maximum overpressure in gas explosion venting based on artificial neural network[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2020,16(11):56.[doi:10.11731/j.issn.1673-193x.2020.04.009]
[3]宋英华,程鹤,王奇明,等.大型体育场馆行人分区疏散优化策略研究*[J].中国安全生产科学技术,2021,17(3):19.[doi:10.11731/j.issn.1673-193x.2021.03.003]
 SONG Yinghua,CHENG He,WANG Qiming,et al.Study on optimization strategy and simulation of pedestrian partition evacuation in large stadiums[J].JOURNAL OF SAFETY SCIENCE AND TECHNOLOGY,2021,17(11):19.[doi:10.11731/j.issn.1673-193x.2021.03.003]

备注/Memo

备注/Memo:
国家自然科学基金(71203201,51274176);国家重点研发计划(2016YFC0802505);中国安全生产科学研究院基本科研业务费专项(2016JBKY04,2016JBKY19,2016JBKY20);中国安科院“万人计划”入选人才特殊支持经费项目(WRJH201502)
更新日期/Last Update: 2017-01-04