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A novel search algorithm for critical nodes of highway electromechanical maintenance system

机译:公路机电维修系统关键节点的新型搜索算法

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摘要

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.
机译:高速公路机电系统是确保高速公路正常运行的重要支撑。当前,主要采用周期性和整体维护策略。为了提高设备利用率和经济效益,提出了一种基于复杂网络结构的关键设备搜索算法,为区分公路机电维修提供了一种新的途径。根据机电系统的拓扑结构,将中心性,紧密性中心性和距离中心性结合起来,作为关键节点的有效指标。此外,为了测量网络的拓扑结构和相邻节点的重要性,通过马尔可夫链相互作用算法计算网络中节点的相互信息。通过对该项目的分析,不同的条件导致研究结果差异不大,但对于关键节点分析却获得相同的效果。提出了一种从复杂网络的角度搜索机电系统关键节点的新方法,为合理设计公路机电维护提供了新的理论依据。

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