The Model of Ongoing Diagnosis of Process Faults and Detection of Cybernetic Attacks for a Steam Line

The paper presents a model of a system for ongoing monitoring and diagnosis of process faults and detection of cybernetic attacks for a section of the boiler steam line. The model consists of the project of an algorithm and a prototype implementation of the system. The implemented algorithm integrates, in one coherent approach, the tasks of monitoring process faults based on parametric partial models and detecting cybernetic attacks based on dedicated checks for control system loops based on a selected set of performance indices. The important model feature is the use of data on malfunctions and detected intrusions obtained from the industrial control system and intrusion detection system during the reconciliation stage and final diagnosis formulation. The operation of the system is presented in the example of a pilot application for a simulator of a section of a steam line. Based on the presented summary of the test results it can be stated that the proposed solution allows for obtaining high detectability and isolability of process faults and their distinguishability from cyber attacks. One of the advantages of the proposed solution is the indirect use of knowledge about phenomena occurring in the process in the task of detecting cybernetic attacks. The structure of the proposed model allows for its relatively easy adaptation to other technological processes.

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Publication Details

Journal
Acta Physica Polonica A
Published
2024-10-01
DOI
https://doi.org/10.12693/aphyspola.146.438
Primary Topic
Engineering Diagnostics and Reliability
Type
article
Field-Weighted Citation Impact
0.00
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article

The Model of Ongoing Diagnosis of Process Faults and Detection of Cybernetic Attacks for a Steam Line

Paweł Wnuk, Michał Syfert, Anna Sztyber, M. Pobocha
Acta Physica Polonica A
Engineering Diagnostics and Reliability
article

The Model of Ongoing Diagnosis of Process Faults and Detection of Cybernetic Attacks for a Steam Line

Paweł Wnuk, Michał Syfert, Anna Sztyber, M. Pobocha
article en

Abstract

The paper presents a model of a system for ongoing monitoring and diagnosis of process faults and detection of cybernetic attacks for a section of the boiler steam line. The model consists of the project of an algorithm and a prototype implementation of the system. The implemented algorithm integrates, in one coherent approach, the tasks of monitoring process faults based on parametric partial models and detecting cybernetic attacks based on dedicated checks for control system loops based on a selected set of performance indices. The important model feature is the use of data on malfunctions and detected intrusions obtained from the industrial control system and intrusion detection system during the reconciliation stage and final diagnosis formulation. The operation of the system is presented in the example of a pilot application for a simulator of a section of a steam line. Based on the presented summary of the test results it can be stated that the proposed solution allows for obtaining high detectability and isolability of process faults and their distinguishability from cyber attacks. One of the advantages of the proposed solution is the indirect use of knowledge about phenomena occurring in the process in the task of detecting cybernetic attacks. The structure of the proposed model allows for its relatively easy adaptation to other technological processes.

Acta Physica Polonica AVol. 146(4)
Warsaw University of Technology (PL), Transbit (Poland) (PL)
Openalex Percentile: Top 74%
Engineering Diagnostics and Reliability
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The Model of Ongoing Diagnosis of Process Faults and Detection of Cybernetic Attacks for a Steam Line — Paweł Wnuk, Michał Syfert, et al. · Acta Physica Polonica A (2024) | TGRS Research Map | TGRS