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Dynamic risk analysis of accidents chain and system protection strategy based on complex network and node structure importance

机译:基于复杂网络和节点结构重要性的事故链动态风险分析及系统保护策略

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? 2023Due to the increasing complexity and nonlinearity of complex industrial systems, traditional risk analysis methods have become inapplicable. A method of dynamic risk analysis and system protection based on complex networks and node structure importance was established. The effectiveness of this method is demonstrated through case studies, where we compare and analyze six protection strategies. In light of the topology and directivity of the accidents chain network (ACN) in the complex industrial system, a node structure importance evaluation method and an ACN evaluation method were established to measure the protection cost. An optimal protection strategy model with the protection cost constraint was proposed, and a study was carried out on the ACN of UHV converter transformer. The results show that ACN in UHV converter transformer belongs to a scale-free network. The structural importance evaluation method can identify the critical nodes in ACN, and better reflect the structural importance of nodes than the traditional degree indicator. Considering the dual objectives of the complex system, the optimal protection strategy proposed by the optimal protection model achieves better effect than other strategies, no matter how the protection cost factor and the protection cost budget coefficient change.
机译:?2023由于复杂工业系统的复杂性和非线性程度的提高,传统的风险分析方法已变得不适用。建立了基于复杂网络和节点结构重要性的动态风险分析与系统保护方法。通过案例研究证明了这种方法的有效性,我们比较和分析了六种保护策略。针对复杂工业系统中事故链网络(ACN)的拓扑结构和方向性,建立了节点结构重要性评价方法和ACN评价方法,以测度保护成本。提出了一种具有保护成本约束的最优保护策略模型,并对特高压换流变压器的交置进行了研究。结果表明:特高压换流变压器中的乙腈属于无标度网络。结构重要性评价方法能够识别ACN中的关键节点,比传统的度指标更能反映节点的结构重要性。考虑到复杂系统的双重目标,无论保护成本系数和保护成本预算系数如何变化,最优保护模型提出的最优保护策略都能比其他策略取得更好的效果。

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