Cascading failures of interdependent multilayer system for urban critical infrastructures

Jie Zhao; Guofeng Wen

doi:10.1117/12.3034889

7 August 2024 Cascading failures of interdependent multilayer system for urban critical infrastructures

Jie Zhao, Guofeng Wen

Author Affiliations +

Proceedings Volume 13224, 4th International Conference on Internet of Things and Smart City (IoTSC 2024); 132242W (2024) https://doi.org/10.1117/12.3034889
Event: 4th International Conference on Internet of Things and Smart City, 2024, Hangzhou, China

Abstract

With the continuous improvement of urban critical infrastructure systems, the interdependent effect between different urban infrastructure systems becomes more obvious, that is, when a critical infrastructure system fails, the system coupled with it will also be affected by it. Therefore, how to measure the interdependent relationship between systems, determine their influence scope and influence path, and reduce the failure probability of critical infrastructure systems are particularly important for improving urban stability. In this paper, the interdependent mechanism between multi-layer critical infrastructure systems is analyzed and combined with the topology diagram, the interdependent topology mechanism model of multi-layer critical infrastructure systems is proposed. On this basis, combined with graph neural network and expert experience, a dynamic multi-layer critical infrastructure interdependent system prediction model is proposed. This model introduces time sequence information to update the relevant formulas of edge weights and nodes in the static network, so that the operating state of critical infrastructure can change with the change of time and space, so as to build a two-layer dynamic coupling network of critical infrastructure systems, which makes the model more close to the actual physical failure process and provides a basis for the subsequent prediction of the failure probability of critical infrastructure.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Jie Zhao and Guofeng Wen "Cascading failures of interdependent multilayer system for urban critical infrastructures", Proc. SPIE 13224, 4th International Conference on Internet of Things and Smart City (IoTSC 2024), 132242W (7 August 2024); https://doi.org/10.1117/12.3034889

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KEYWORDS

Systems modeling

Engineering

Neural networks

Reliability

Analytical research

Data modeling

Education and training

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