Tensor model for describing critical infrastructure

This paper examines a tensor-based model for describing critical infrastructure (CI), enabling multidimensional analysis of system components, their attributes, interactions, and associated risks. The proposed model employs tensors to represent component attributes, functional interactions, and threats, providing a systematic approach to analyze and predict infrastructure behavior. Special emphasis is placed on mathematical methods such as tensor decompositions and risk optimization to identify system vulnerabilities and develop protection strategies. Mathematical expressions are provided to detail the proposed model and its application in enhancing the resilience and operational efficiency of CI.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-12
DOI
https://doi.org/10.5281/zenodo.14744625
Primary Topic
Infrastructure Resilience and Vulnerability Analysis
Type
article
Field-Weighted Citation Impact
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article

Tensor model for describing critical infrastructure

Zenodo (CERN European Organization for Nuclear Research)
Infrastructure Resilience and Vulnerability Analysis
article

Tensor model for describing critical infrastructure

article en

Abstract

This paper examines a tensor-based model for describing critical infrastructure (CI), enabling multidimensional analysis of system components, their attributes, interactions, and associated risks. The proposed model employs tensors to represent component attributes, functional interactions, and threats, providing a systematic approach to analyze and predict infrastructure behavior. Special emphasis is placed on mathematical methods such as tensor decompositions and risk optimization to identify system vulnerabilities and develop protection strategies. Mathematical expressions are provided to detail the proposed model and its application in enhancing the resilience and operational efficiency of CI.

Zenodo (CERN European Organization for Nuclear Research)
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (UA), Pukhov Institute for Modelling in Energy Engineering (UA), Donetsk National Technical University (UA)
Industry, innovation and infrastructure
Openalex Percentile: Top 59%
Infrastructure Resilience and Vulnerability Analysis
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