一种新的公路机电养护系统关键节点搜索算法

Yuan Li, Zhang Zhi
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引用次数: 0

摘要

公路机电系统是保证公路正常运行的重要支撑。目前主要采用周期整体维护策略。为了提高设备利用率和经济效益,本文提出了一种基于复杂网络结构的关键设备搜索算法,为公路机电养护提供了一条差异化的新途径。基于机电系统的拓扑结构,将中心性、近心性和距离心性结合起来作为关键节点的有效指标。此外,为了衡量网络的拓扑结构和相邻节点的重要性,通过马尔可夫链交互算法计算网络中节点的互信息。通过本项目的分析,不同的条件导致的研究结果差异不大,但对关键节点的分析效果相同。本文提出了一种从复杂网络角度搜索机电系统关键节点的新方法,为公路机电养护的合理设计提供了新的理论依据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel search algorithm for critical nodes of highway electromechanical maintenance system
The highway electromechanical system is an important support to ensure normal operation of the highway. Currently, the cyclical and integral maintenance strategy was mainly adopted. In order to improve the equipment utilization and economic performance, a key equipment search algorithm based on complex network structure is presented in this paper, which gives a new way with differentiation for highway electromechanical maintenance. Based on the topological structure of mechanical and electrical system, the centrality, closeness centrality and distance centrality is combined as effective indicators of critical nodes. Moreover, in order to measure the topology of network and importance of neighboring nodes, mutual information of nodes in networks is calculated via the Markov chain interaction algorithm. By analysis on this project, different conditions lead to little difference of the research result, but acquire the same effect for critical nodes analysis. This paper proposes a new method to search the critical nodes in electromechanical system from the perspective of complex network, which provides a new theoretical basis for the reasonable design of highway electromechanical maintenance.
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