多分辨率社团结构挖掘在故障定位中的应用

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振动与冲击 ›› 2012, Vol. 31 ›› Issue (6) : 77-82.

论文

多分辨率社团结构挖掘在故障定位中的应用

禹航; 肖明清; 胡雷刚; 方甲永

作者信息 +

Application of multi-scale community detection in fault detection

YU Hang; XIAO Ming-qing; HU Lei-gang ; FANG Jia-yong

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文章历史 +

摘要

由于战场环境下对武器系统自我修复与重构功能的需求，以及分布式系统结构的特殊性，使得分布式武器装备具有众多的功能节点以及复杂的交联关系，对其进行快速故障定位已成为武器系统维修保障的重要研究内容。文中运用复杂网络理论对分布式系统建模，结合复杂网络社团性这一特点，提出了多分辨率模型映射的新观点，并以自律分散自动测试系统作为分析载体，运用多分辨率社团挖掘的方法，进行多分辨率故障回溯推理，为实现新型分布式武器系统的故障定位提供了新思路。

Abstract

According to the requirements of self-repair and reconfiguration to weapon system, and the characters of distribute systems, the distribute weapon system has lots of function nodes and complex communications. The method of fault detection of distribute weapon system becomes the focus of weapon maintain and logistic. The paper use the complex networks theory to model the distribute system; use the community structure of complex networks to analyze the structure of system, the new method of multi-scale mapping has been promoted. At last use the Autonomous Decentralized Test System as an example to test the method, which shows a new train of thought for distribute weapon System fault detection.

导出引用

禹航;肖明清;胡雷刚;方甲永. 多分辨率社团结构挖掘在故障定位中的应用[J]. 振动与冲击, 2012, 31(6): 77-82

YU Hang;XIAO Ming-qing;HU Lei-gang;FANG Jia-yong. Application of multi-scale community detection in fault detection[J]. Journal of Vibration and Shock, 2012, 31(6): 77-82