Vulnerability Assessment of Power Communication Network Based on Information Entropy
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摘要: 电力通信网是智能电网的重要支撑网络,针对如何对其脆弱性进行综合、有效评价的问题,该文提出一种基于信息熵的电力通信网脆弱性跨层综合评价方法。首先给出了一种业务重要度计算方法,并将业务重要度作为网络参数,在业务层建立网络模型,定义边业务重要度(EBI)作为边在业务层的重要性指标;然后综合考虑网络的业务层、传输层和物理层,定义了边跨层重要度(ECI),进而将边跨层重要度的全网信息熵-边跨层信息熵(ECE)作为电力通信网脆弱性的评价指标;最后,以某实际电力通信网络为仿真背景,在不同路由策略下,通过对比网络脆弱性曲线和信息熵值的变化,证明了该方法对电力通信网脆弱性评价的有效性。该方法不仅限于电力通信网,还可推广至其它非一致性业务的承载网络。Abstract: In order to comprehensively and effectively assess the vulnerability of power communication network, which is an important supporting network of smart gird, a cross-layer assessment method based on the information entropy is proposed. Firstly, a calculation method of power business importance is presented and the business importance is taken as a parameter to model power communication network on the business layer. The importance of edges on the business layer is described by the Edge Business Importance (EBI). Secondly, taking into account the business layer, transport layer and physical layer, Edge Cross-layer Importance (ECI) is proposed and the information entropy of ECI on a network, which is called Edge Cross-layer Entropy (ECE), is defined as the assessment index of network vulnerability. Finally, taking a real communication network as the simulating background, the validity of the method is proved by comparing the change of network vulnerability curves and ECEs under different routing strategies. The proposed method is suitable for not only power communication networks but also all the networks which carry non-uniform businesses.
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