Cascading Failure and Resilience Analysis of Equipment Support Network
Aiming at the heterogeneity of combat system network units and the interaction connection between each unit,this paper establishes a three-layer equipment safeguard multilayer coupling network containing com-bat and safeguard units,divides the network into kill,maintenance and storage and supply layers,and at the same time gives an importance assessment method based on the topology of the network and the type of informa-tion transfer between nodes.Secondly,the cascade failure transfer process of the network is studied based on the load-capacity model,and a cascade failure model of the equipment safeguard network is established.Finally,in order to enhance the multilayer coupled network toughness,the remaining assignable task volume toughness strategy is proposed.By simulating the multilayer coupled network toughness under different attack methods,it is verified that the effect of the attack based on the importance degree is significantly better than that of the random attack;the multilayer coupled network toughness with and without the implementation of the residual assignable task volume toughness strategy is simulated,and the results show that the strategy can significantly enhance the network toughness,reduce the impact of cascade failure,and increase the average performance of the network in the process of failure.In this paper,the combat system architecture is divided into the combat subsystem for striking enemy targets,the support subsystem for repairing our destroyed equipment and institutions,and the support subsystem for supplying our equipment and institutions with materials.In order to elucidate the coupling relationship of different subsystems that are interconnected under the driving of combat mission tasks,the combat subsystem is set up as a kill layer(A),the maintenance subsystem as a repair layer(R),and the storage and supply subsys-tem as a storage and supply layer(S),which constitute the multiple coupling network of equipment safeguard through the command relationship and support synergies among each other(ψ).In this paper,we analyze the cascade failure of the equipment assurance network based on the load-capacity model,and the specific failure process is as follows:1)Assuming that the enemy carries out a deliberate attack based on the importance of our node(IXij),and the node fails after the attack.2)Determining the initial load of the network node(RXij(0)).3)Redistributing the load of the failing node.4)Updating the node load,and determining whether the node fails after the load is redistributed.5)Determining whether the network is stable.In this paper,we propose the remaining assignable task amount toughness strategy,which is to make the neighboring node(original node)of the node reconnect to the same type of node of the failed node with the largest priority recovery factor(H)in the network with a certain probability after intentionally attacking a node;this strategy is implemented starting from the end of the cascade failures within the attacked network layer,and it aims at mitigating the impact of the cascade failures on the whole network.The ratio of the number of remaining kill chains(PNA∗)is used as the network's toughness indicator;the number of kill chains indicates the degree of redundancy in destroying the links to the target nodes;the higher the number of kill chains and the higher the redundancy,the lower the degree to which the network is affected and the higher the network toughness.The simulation analysis is based on complex network visualization software Gephi generated by 90 nodes composed of equipment security multi-layer coupling network,and the simulation takes different information importance weight α=1/2,β=1/3,γ=1/6;node internal and external load factor σ=1,τ=1.2;node topolo-gy information load factor δ=0.3;load tolerance factor ω=0.2.Multi-layer coupled network toughness during attack is based on information importance and compared with random attack scenario.The comparison concludes that the residual assignment task resilience strategy proposed for the equipment support multi-layer coupled network model can greatly reduce the failure of the multi-layer coupled network after the attack,improve the resilience of the network,and increase the average performance of the network in the failure process.
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维普
