期刊文献+

基于Markov更新过程的城市交通网络级联失效评价模型 被引量:3

Urban Traffic Network Cascading Failure Evaluation Model Based on Markov Renewal Process
下载PDF
导出
摘要 根据路段单元状态与其功能之间的关系,给出了路段单元状态的‘失效—非失效'二态表示方法,进一步根据网络中路段单元之间的连接关系,提出了道路交通网络‘级联失效'态的定义及识别方法;利用更新理论及Markov链相关理论,分析了道路交通网络级联失效态—非级联失效态持续时间随机变化的概率分布规律,给出了对假想分布的未知参数进行估计及对假想分布进行假设检验的方法,并提出了以失效次数及转移概率为主要评价参数的交通网络级联失效评价模型。以一个实际路网为例,对模型进行了标定,将标定好的模型评价结果与实际观察结果进行了比对,结果显示模型具有较好的实用性。 According to the relationship between the state of the link and its function, a " failure-non failure" state representation for the link is given. Furthermore, the definition and recognition method of cascading failure state of road traffic network is proposed according to the connection between the links in the network. Using the renewal and Markov chain theory, the probability distribution of the ' cascading failure-non cascading failure' state duration time is analyzed. The method for estimating the unknown parameters and testing the hypothetical distribution is given, and the cascading failure evaluation model of traffic network based on the number of failures and the transfer probability is also proposed. Taking an actual road network as an example, the model is calibrated, the calibrated model evaluation results are compared with the actual observation results, and the two results are very close, which indicates that the model is of high accuracy.
作者 袁鹏程 林徐勋 YUAN Peng-cheng;LIN Xu-xun(Business School,University of Shanghai for Science and Technology,Shanghai 200093,China;Business School of Changzhou University,Changzhou 213164,China)
出处 《运筹与管理》 CSSCI CSCD 北大核心 2018年第8期116-126,共11页 Operations Research and Management Science
基金 国家自然科学基金(71601118)
关键词 交通网络 级联失效 MARKOV过程 转移概率 traffic network cascading failure Markov process transition probability
  • 相关文献

参考文献12

二级参考文献86

共引文献134

同被引文献18

引证文献3

二级引证文献9

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