期刊文献+

基于事故数据挖掘的地铁应急维修人员分配策略研究 被引量:2

Subway emergency maintenance personnel allocation strategy based on accident data mining
下载PDF
导出
摘要 本文分析了北京地铁2013~2015年的历史事故数据,发掘数据存在的规律及各种因素对事故发生的影响。基于P-中位模型,结合数据分析结果及车站客流量、线网结构、与其他交通方式的衔接情况等影响因素,建立以救援代价最小为目标的应急维修人员分配模型,使用MATLAB运用遗传算法完成模型求解。最后,对北京地铁运营三分公司所辖线网中信号系统的应急维修人员进行了案例分析,共选出24个应急站,满足硬性约束条件,分配结果能够同时满足实际维修和均衡性的要求。 This article analyzed the historical accident data from 2013 to 2015, discovered the laws of the data and the influence of factors to the accident situation. Aimed to minimize the rescue cost, based on the P-median model,combined with the data analysis results and the station passenger flow, the line network structure, connection with other traffic modes, an emergency maintenance personnel allocation model based on the minimum cost of rescue cost was established. The model was solved by using Genetic Algorithm(GA) with MATLAB. The article analyzed the case of emergency maintenance personnel of the signal system in the network of the 3rd Branch Company of Beijing Subway Operation. 24 emergency stations were selected to meet the needs of hard constraints. The allocation results could meet the requirements of the actual maintenance and balance.
作者 兰贞 李得伟 LAN Zhen;LI Dewei(School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China)
出处 《铁路计算机应用》 2016年第9期58-62,共5页 Railway Computer Application
关键词 维修人员 地铁 事故数据 选址 突发事件 maintenance personnel subway accident data site selection emergent events
  • 相关文献

参考文献5

  • 1Rashmi S.Shetty. An eventenvironment[D]. Tampa Bay:singlegame solution for resource allocation in a multi-crisis Universityof South Florida. 2004. 被引量:1
  • 2孙晓临..城市轨道交通网络应急救援站设置与资源配备优化研究[D].北京交通大学,2012:
  • 3曾敏刚,崔增收,李双.一种多受灾点的灾害应急资源分配模型[J].工业工程,2010,13(1):85-89. 被引量:16
  • 4孙彩红..基于网络化的地铁应急资源配置优化方法研究[D].北京交通大学,2010:
  • 5徐之恒..地铁突发事件应急救援资源的配置研究[D].西南交通大学,2012:

二级参考文献11

  • 1王楠,刘勇,曾敏刚.自然灾害应急物流的物资分配策略研究[J].第五次中国物流学术年会,中国物流学术前沿报告(2006-2007),2006(11):518-525. 被引量:1
  • 2Chen Da-qiang, Miao Ya-ping, Liu Nan. Emergency resource allocation model with emergency response cost constraints in emergency relief operations//Proceedings of 2008 International Conference of Chinese Logistics and Transportation ( ICCLTP ) [ C ]. Chengdu : Southwest Jiaotong University Press, 2008. 被引量:1
  • 3Wang Susheng, Wang Yan, Sun Jian. An optimized emergency resources allocation algorithm for large-scale public emergency//Proceedings of the Sixth International Conference on Machine Learning and Cybernetics [ C ]. Chengdu: Sichuan University Press ,2007 : 119 - 123. 被引量:1
  • 4Horst R, Thoai N V. Utility function programs and optimization over the efficient set in multiple-objective decision making [ J ]. Journal of Optimization Theory and Applications, 1997,92(3) :605-631. 被引量:1
  • 5Sheu Jiuh Biing. A Novel model for quick response to disaster relief distribution,proceedings of eastern [ J ]. Asia Society for Transportation Studies ,2005,5 ( 2 ) :454-462. 被引量:1
  • 6Buisman Hylke, Kruitbosch Gijs, Peek Nadya. Simulation of negotiation policies in distributed multiagent resource allocation[ J ]. Engineering Societies in the Agents World, 2007 (4) :224-239. 被引量:1
  • 7i David Bakuli, MacGregor Smith. Resource allocation in state-dependent emergency evacuation networks [ J ]. European Journal of Operational Research, 1996 ( 3 ) : 543-555. 被引量:1
  • 8Liu Kevin. Agent-based resource discovery architecture for environmental emergency management [ J ]. Expert Systems with Applications,2004 (27) :77-95. 被引量:1
  • 9孙颖,池宏,贾传亮.多路径下应急资源调度的非线性混合整数规划模型[J].运筹与管理,2007,16(5):5-8. 被引量:40
  • 10朱庆林.基于双重指向的区域应急资源配置模式研究[J].军事经济研究,2007,28(9):12-16. 被引量:4

共引文献15

同被引文献6

引证文献2

二级引证文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部